============================= test session starts ==============================
platform linux -- Python 3.6.10, pytest-5.4.3, py-1.8.2, pluggy-0.13.1
rootdir: /home/aryaman4/pymc-learn, inifile: setup.cfg
collected 35 items

pmlearn/gaussian_process/tests/test_gpr.py ....F.F...........            [ 51%]
pmlearn/linear_model/tests/test_base.py .F.....                          [ 71%]
pmlearn/linear_model/tests/test_logistic.py F......                      [ 91%]
pmlearn/mixture/tests/test_dirichlet_process.py .                        [ 94%]
pmlearn/mixture/tests/test_gaussian_mixture.py .                         [ 97%]
pmlearn/tests/test_base.py .                                             [100%]

=================================== FAILURES ===================================
___ TestGaussianProcessRegressorScore.test_score_matches_sklearn_performance ___

self = <pmlearn.gaussian_process.tests.test_gpr.TestGaussianProcessRegressorScore object at 0x7f4e1e3a9320>

    def test_score_matches_sklearn_performance(self):
        print('')
        sk_gpr = skGaussianProcessRegressor()
        sk_gpr.fit(self.X_train, self.y_train)
        sk_gpr_score = sk_gpr.score(self.X_test, self.y_test)
    
        self.advi_gpr.fit(self.X_train, self.y_train,
                          inference_args={"n": 25000})
        advi_gpr_score = self.advi_gpr.score(self.X_test, self.y_test)
    
>       npt.assert_almost_equal(sk_gpr_score, advi_gpr_score, 1)
E       AssertionError: 
E       Arrays are not almost equal to 1 decimals
E        ACTUAL: 0.24067968336108037
E        DESIRED: -0.04539441081887108

pmlearn/gaussian_process/tests/test_gpr.py:121: AssertionError
----------------------------- Captured stdout call -----------------------------

----------------------------- Captured stderr call -----------------------------

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Average Loss = 928.7:   3%|▎         | 739/25000 [00:05<02:55, 138.17it/s]
Average Loss = 924.3:   3%|▎         | 739/25000 [00:05<02:55, 138.17it/s]
Average Loss = 924.3:   3%|▎         | 739/25000 [00:05<02:55, 138.17it/s]
Average Loss = 924.3:   3%|▎         | 753/25000 [00:05<02:55, 137.88it/s]
Average Loss = 919.99:   3%|▎         | 753/25000 [00:05<02:55, 137.88it/s]
Average Loss = 919.99:   3%|▎         | 753/25000 [00:05<02:55, 137.88it/s]
Average Loss = 919.99:   3%|▎         | 767/25000 [00:05<02:55, 137.90it/s]
Average Loss = 915.24:   3%|▎         | 767/25000 [00:05<02:55, 137.90it/s]
Average Loss = 915.24:   3%|▎         | 767/25000 [00:05<02:55, 137.90it/s]
Average Loss = 916.63:   3%|▎         | 767/25000 [00:05<02:55, 137.90it/s]
Average Loss = 916.63:   3%|▎         | 767/25000 [00:05<02:55, 137.90it/s]
Average Loss = 916.63:   3%|▎         | 781/25000 [00:05<02:55, 137.75it/s]
Average Loss = 912.7:   3%|▎         | 781/25000 [00:05<02:55, 137.75it/s] 
Average Loss = 912.7:   3%|▎         | 781/25000 [00:05<02:55, 137.75it/s]
Average Loss = 912.7:   3%|▎         | 795/25000 [00:05<02:55, 137.71it/s]
Average Loss = 908.38:   3%|▎         | 795/25000 [00:05<02:55, 137.71it/s]
Average Loss = 908.38:   3%|▎         | 795/25000 [00:05<02:55, 137.71it/s]
Average Loss = 908.38:   3%|▎         | 809/25000 [00:06<02:55, 137.65it/s]
Average Loss = 906.6:   3%|▎         | 809/25000 [00:06<02:55, 137.65it/s] 
Average Loss = 906.6:   3%|▎         | 809/25000 [00:06<02:55, 137.65it/s]
Average Loss = 907.94:   3%|▎         | 809/25000 [00:06<02:55, 137.65it/s]
Average Loss = 907.94:   3%|▎         | 809/25000 [00:06<02:55, 137.65it/s]
Average Loss = 907.94:   3%|▎         | 823/25000 [00:06<02:55, 137.49it/s]
Average Loss = 904.39:   3%|▎         | 823/25000 [00:06<02:55, 137.49it/s]
Average Loss = 904.39:   3%|▎         | 823/25000 [00:06<02:55, 137.49it/s]
Average Loss = 904.39:   3%|▎         | 837/25000 [00:06<02:57, 136.39it/s]
Average Loss = 900.75:   3%|▎         | 837/25000 [00:06<02:57, 136.39it/s]
Average Loss = 900.75:   3%|▎         | 837/25000 [00:06<02:57, 136.39it/s]
Average Loss = 897.89:   3%|▎         | 837/25000 [00:06<02:57, 136.39it/s]
Average Loss = 897.89:   3%|▎         | 837/25000 [00:06<02:57, 136.39it/s]
Average Loss = 897.89:   3%|▎         | 851/25000 [00:06<02:56, 136.76it/s]
Average Loss = 895.07:   3%|▎         | 851/25000 [00:06<02:56, 136.76it/s]
Average Loss = 895.07:   3%|▎         | 851/25000 [00:06<02:56, 136.76it/s]
Average Loss = 895.07:   3%|▎         | 865/25000 [00:06<02:56, 136.99it/s]
Average Loss = 892.82:   3%|▎         | 865/25000 [00:06<02:56, 136.99it/s]
Average Loss = 892.82:   3%|▎         | 865/25000 [00:06<02:56, 136.99it/s]
Average Loss = 892.82:   4%|▎         | 879/25000 [00:06<02:55, 137.17it/s]
Average Loss = 889.67:   4%|▎         | 879/25000 [00:06<02:55, 137.17it/s]
Average Loss = 889.67:   4%|▎         | 879/25000 [00:06<02:55, 137.17it/s]
Average Loss = 900.05:   4%|▎         | 879/25000 [00:06<02:55, 137.17it/s]
Average Loss = 900.05:   4%|▎         | 879/25000 [00:06<02:55, 137.17it/s]
Average Loss = 900.05:   4%|▎         | 893/25000 [00:06<02:55, 137.12it/s]
Average Loss = 896.38:   4%|▎         | 893/25000 [00:06<02:55, 137.12it/s]
Average Loss = 896.38:   4%|▎         | 893/25000 [00:06<02:55, 137.12it/s]
Average Loss = 896.38:   4%|▎         | 907/25000 [00:06<02:55, 137.22it/s]
Average Loss = 893.25:   4%|▎         | 907/25000 [00:06<02:55, 137.22it/s]
Average Loss = 893.25:   4%|▎         | 907/25000 [00:06<02:55, 137.22it/s]
Average Loss = 889.77:   4%|▎         | 907/25000 [00:06<02:55, 137.22it/s]
Average Loss = 889.77:   4%|▎         | 907/25000 [00:06<02:55, 137.22it/s]
Average Loss = 889.77:   4%|▎         | 921/25000 [00:06<02:55, 137.28it/s]
Average Loss = 886.73:   4%|▎         | 921/25000 [00:06<02:55, 137.28it/s]
Average Loss = 886.73:   4%|▎         | 921/25000 [00:06<02:55, 137.28it/s]
Average Loss = 886.73:   4%|▎         | 935/25000 [00:06<02:55, 137.22it/s]
Average Loss = 883.76:   4%|▎         | 935/25000 [00:07<02:55, 137.22it/s]
Average Loss = 883.76:   4%|▎         | 935/25000 [00:07<02:55, 137.22it/s]
Average Loss = 883.76:   4%|▍         | 949/25000 [00:07<02:55, 137.36it/s]
Average Loss = 880.62:   4%|▍         | 949/25000 [00:07<02:55, 137.36it/s]
Average Loss = 880.62:   4%|▍         | 949/25000 [00:07<02:55, 137.36it/s]
Average Loss = 883.63:   4%|▍         | 949/25000 [00:07<02:55, 137.36it/s]
Average Loss = 883.63:   4%|▍         | 949/25000 [00:07<02:55, 137.36it/s]
Average Loss = 883.63:   4%|▍         | 963/25000 [00:07<02:55, 137.23it/s]
Average Loss = 880.22:   4%|▍         | 963/25000 [00:07<02:55, 137.23it/s]
Average Loss = 880.22:   4%|▍         | 963/25000 [00:07<02:55, 137.23it/s]
Average Loss = 880.22:   4%|▍         | 977/25000 [00:07<02:54, 137.60it/s]
Average Loss = 878.31:   4%|▍         | 977/25000 [00:07<02:54, 137.60it/s]
Average Loss = 878.31:   4%|▍         | 977/25000 [00:07<02:54, 137.60it/s]
Average Loss = 874.84:   4%|▍         | 977/25000 [00:07<02:54, 137.60it/s]
Average Loss = 874.84:   4%|▍         | 977/25000 [00:07<02:54, 137.60it/s]
Average Loss = 874.84:   4%|▍         | 991/25000 [00:07<02:54, 137.69it/s]
Average Loss = 871.72:   4%|▍         | 991/25000 [00:07<02:54, 137.69it/s]
Average Loss = 871.72:   4%|▍         | 991/25000 [00:07<02:54, 137.69it/s]
Average Loss = 871.72:   4%|▍         | 1005/25000 [00:07<02:54, 137.78it/s]
Average Loss = 869.99:   4%|▍         | 1005/25000 [00:07<02:54, 137.78it/s]
Average Loss = 869.99:   4%|▍         | 1005/25000 [00:07<02:54, 137.78it/s]
Average Loss = 869.99:   4%|▍         | 1019/25000 [00:07<02:53, 138.19it/s]
Average Loss = 869.31:   4%|▍         | 1019/25000 [00:07<02:53, 138.19it/s]
Average Loss = 869.31:   4%|▍         | 1019/25000 [00:07<02:53, 138.19it/s]
Average Loss = 869.5:   4%|▍         | 1019/25000 [00:07<02:53, 138.19it/s] 
Average Loss = 869.5:   4%|▍         | 1019/25000 [00:07<02:53, 138.19it/s]
Average Loss = 869.5:   4%|▍         | 1033/25000 [00:07<02:53, 138.23it/s]
Average Loss = 869.02:   4%|▍         | 1033/25000 [00:07<02:53, 138.23it/s]
Average Loss = 869.02:   4%|▍         | 1033/25000 [00:07<02:53, 138.23it/s]
Average Loss = 869.02:   4%|▍         | 1047/25000 [00:07<02:52, 138.55it/s]
Average Loss = 868.22:   4%|▍         | 1047/25000 [00:07<02:52, 138.55it/s]
Average Loss = 868.22:   4%|▍         | 1047/25000 [00:07<02:52, 138.55it/s]
Average Loss = 865.7:   4%|▍         | 1047/25000 [00:07<02:52, 138.55it/s] 
Average Loss = 865.7:   4%|▍         | 1047/25000 [00:07<02:52, 138.55it/s]
Average Loss = 865.7:   4%|▍         | 1061/25000 [00:07<02:52, 138.88it/s]
Average Loss = 862.11:   4%|▍         | 1061/25000 [00:07<02:52, 138.88it/s]
Average Loss = 862.11:   4%|▍         | 1061/25000 [00:07<02:52, 138.88it/s]
Average Loss = 862.11:   4%|▍         | 1075/25000 [00:07<02:52, 138.69it/s]
Average Loss = 861.24:   4%|▍         | 1075/25000 [00:08<02:52, 138.69it/s]
Average Loss = 861.24:   4%|▍         | 1075/25000 [00:08<02:52, 138.69it/s]
Average Loss = 861.24:   4%|▍         | 1089/25000 [00:08<02:52, 138.43it/s]
Average Loss = 861.98:   4%|▍         | 1089/25000 [00:08<02:52, 138.43it/s]
Average Loss = 861.98:   4%|▍         | 1089/25000 [00:08<02:52, 138.43it/s]
Average Loss = 860.7:   4%|▍         | 1089/25000 [00:08<02:52, 138.43it/s] 
Average Loss = 860.7:   4%|▍         | 1089/25000 [00:08<02:52, 138.43it/s]
Average Loss = 860.7:   4%|▍         | 1103/25000 [00:08<02:53, 137.88it/s]
Average Loss = 861.57:   4%|▍         | 1103/25000 [00:08<02:53, 137.88it/s]
Average Loss = 861.57:   4%|▍         | 1103/25000 [00:08<02:53, 137.88it/s]
Average Loss = 861.57:   4%|▍         | 1117/25000 [00:08<02:54, 136.88it/s]
Average Loss = 860.57:   4%|▍         | 1117/25000 [00:08<02:54, 136.88it/s]
Average Loss = 860.57:   4%|▍         | 1117/25000 [00:08<02:54, 136.88it/s]
Average Loss = 857.78:   4%|▍         | 1117/25000 [00:08<02:54, 136.88it/s]
Average Loss = 857.78:   4%|▍         | 1117/25000 [00:08<02:54, 136.88it/s]
Average Loss = 857.78:   5%|▍         | 1131/25000 [00:08<02:53, 137.33it/s]
Average Loss = 856.4:   5%|▍         | 1131/25000 [00:08<02:53, 137.33it/s] 
Average Loss = 856.4:   5%|▍         | 1131/25000 [00:08<02:53, 137.33it/s]
Average Loss = 856.4:   5%|▍         | 1145/25000 [00:08<02:53, 137.73it/s]
Average Loss = 855.86:   5%|▍         | 1145/25000 [00:08<02:53, 137.73it/s]
Average Loss = 855.86:   5%|▍         | 1145/25000 [00:08<02:53, 137.73it/s]
Average Loss = 855.86:   5%|▍         | 1159/25000 [00:08<02:52, 138.26it/s]
Average Loss = 856.95:   5%|▍         | 1159/25000 [00:08<02:52, 138.26it/s]
Average Loss = 856.95:   5%|▍         | 1159/25000 [00:08<02:52, 138.26it/s]
Average Loss = 843.67:   5%|▍         | 1159/25000 [00:08<02:52, 138.26it/s]
Average Loss = 843.67:   5%|▍         | 1159/25000 [00:08<02:52, 138.26it/s]
Average Loss = 843.67:   5%|▍         | 1173/25000 [00:08<02:52, 138.18it/s]
Average Loss = 842.21:   5%|▍         | 1173/25000 [00:08<02:52, 138.18it/s]
Average Loss = 842.21:   5%|▍         | 1173/25000 [00:08<02:52, 138.18it/s]
Average Loss = 842.21:   5%|▍         | 1187/25000 [00:08<02:51, 138.56it/s]
Average Loss = 840.94:   5%|▍         | 1187/25000 [00:08<02:51, 138.56it/s]
Average Loss = 840.94:   5%|▍         | 1187/25000 [00:08<02:51, 138.56it/s]
Average Loss = 840.7:   5%|▍         | 1187/25000 [00:08<02:51, 138.56it/s] 
Average Loss = 840.7:   5%|▍         | 1187/25000 [00:08<02:51, 138.56it/s]
Average Loss = 840.7:   5%|▍         | 1201/25000 [00:08<02:51, 138.65it/s]
Average Loss = 841.12:   5%|▍         | 1201/25000 [00:08<02:51, 138.65it/s]
Average Loss = 841.12:   5%|▍         | 1201/25000 [00:08<02:51, 138.65it/s]
Average Loss = 841.12:   5%|▍         | 1215/25000 [00:08<02:51, 138.65it/s]
Average Loss = 840.1:   5%|▍         | 1215/25000 [00:09<02:51, 138.65it/s] 
Average Loss = 840.1:   5%|▍         | 1215/25000 [00:09<02:51, 138.65it/s]
Average Loss = 840.1:   5%|▍         | 1229/25000 [00:09<02:51, 138.29it/s]
Average Loss = 839.1:   5%|▍         | 1229/25000 [00:09<02:51, 138.29it/s]
Average Loss = 839.1:   5%|▍         | 1229/25000 [00:09<02:51, 138.29it/s]
Average Loss = 839.05:   5%|▍         | 1229/25000 [00:09<02:51, 138.29it/s]
Average Loss = 839.05:   5%|▍         | 1229/25000 [00:09<02:51, 138.29it/s]
Average Loss = 839.05:   5%|▍         | 1243/25000 [00:09<02:51, 138.28it/s]
Average Loss = 838.83:   5%|▍         | 1243/25000 [00:09<02:51, 138.28it/s]
Average Loss = 838.83:   5%|▍         | 1243/25000 [00:09<02:51, 138.28it/s]
Average Loss = 838.83:   5%|▌         | 1257/25000 [00:09<02:54, 135.72it/s]
Average Loss = 840.21:   5%|▌         | 1257/25000 [00:09<02:54, 135.72it/s]
Average Loss = 840.21:   5%|▌         | 1257/25000 [00:09<02:54, 135.72it/s]
Average Loss = 840.04:   5%|▌         | 1257/25000 [00:09<02:54, 135.72it/s]
Average Loss = 840.04:   5%|▌         | 1257/25000 [00:09<02:54, 135.72it/s]
Average Loss = 840.04:   5%|▌         | 1271/25000 [00:09<02:53, 136.46it/s]
Average Loss = 839.49:   5%|▌         | 1271/25000 [00:09<02:53, 136.46it/s]
Average Loss = 839.49:   5%|▌         | 1271/25000 [00:09<02:53, 136.46it/s]
Average Loss = 839.49:   5%|▌         | 1285/25000 [00:09<02:53, 136.88it/s]
Average Loss = 840.18:   5%|▌         | 1285/25000 [00:09<02:53, 136.88it/s]
Average Loss = 840.18:   5%|▌         | 1285/25000 [00:09<02:53, 136.88it/s]
Average Loss = 840.18:   5%|▌         | 1299/25000 [00:09<02:52, 137.56it/s]
Average Loss = 834.94:   5%|▌         | 1299/25000 [00:09<02:52, 137.56it/s]
Average Loss = 834.94:   5%|▌         | 1299/25000 [00:09<02:52, 137.56it/s]
Average Loss = 835.84:   5%|▌         | 1299/25000 [00:09<02:52, 137.56it/s]
Average Loss = 835.84:   5%|▌         | 1299/25000 [00:09<02:52, 137.56it/s]
Average Loss = 835.84:   5%|▌         | 1313/25000 [00:09<02:51, 137.90it/s]
Average Loss = 832.61:   5%|▌         | 1313/25000 [00:09<02:51, 137.90it/s]
Average Loss = 832.61:   5%|▌         | 1313/25000 [00:09<02:51, 137.90it/s]
Average Loss = 832.61:   5%|▌         | 1327/25000 [00:09<02:51, 138.12it/s]
Average Loss = 829.89:   5%|▌         | 1327/25000 [00:09<02:51, 138.12it/s]
Average Loss = 829.89:   5%|▌         | 1327/25000 [00:09<02:51, 138.12it/s]
Average Loss = 827.4:   5%|▌         | 1327/25000 [00:09<02:51, 138.12it/s] 
Average Loss = 827.4:   5%|▌         | 1327/25000 [00:09<02:51, 138.12it/s]
Average Loss = 827.4:   5%|▌         | 1341/25000 [00:09<02:51, 138.17it/s]
Average Loss = 826.07:   5%|▌         | 1341/25000 [00:09<02:51, 138.17it/s]
Average Loss = 826.07:   5%|▌         | 1341/25000 [00:09<02:51, 138.17it/s]
Average Loss = 826.07:   5%|▌         | 1355/25000 [00:10<02:51, 138.22it/s]
Average Loss = 824.81:   5%|▌         | 1355/25000 [00:10<02:51, 138.22it/s]
Average Loss = 824.81:   5%|▌         | 1355/25000 [00:10<02:51, 138.22it/s]
Average Loss = 824.81:   5%|▌         | 1369/25000 [00:10<02:50, 138.40it/s]
Average Loss = 824.1:   5%|▌         | 1369/25000 [00:10<02:50, 138.40it/s] 
Average Loss = 824.1:   5%|▌         | 1369/25000 [00:10<02:50, 138.40it/s]
Average Loss = 821.93:   5%|▌         | 1369/25000 [00:10<02:50, 138.40it/s]
Average Loss = 821.93:   5%|▌         | 1369/25000 [00:10<02:50, 138.40it/s]
Average Loss = 821.93:   6%|▌         | 1383/25000 [00:10<02:52, 136.74it/s]
Average Loss = 819.29:   6%|▌         | 1383/25000 [00:10<02:52, 136.74it/s]
Average Loss = 819.29:   6%|▌         | 1383/25000 [00:10<02:52, 136.74it/s]
Average Loss = 819.29:   6%|▌         | 1397/25000 [00:10<02:51, 137.46it/s]
Average Loss = 817.33:   6%|▌         | 1397/25000 [00:10<02:51, 137.46it/s]
Average Loss = 817.33:   6%|▌         | 1397/25000 [00:10<02:51, 137.46it/s]
Average Loss = 817.62:   6%|▌         | 1397/25000 [00:10<02:51, 137.46it/s]
Average Loss = 817.62:   6%|▌         | 1397/25000 [00:10<02:51, 137.46it/s]
Average Loss = 817.62:   6%|▌         | 1411/25000 [00:10<02:51, 137.54it/s]
Average Loss = 698.89:   6%|▌         | 1411/25000 [00:10<02:51, 137.54it/s]
Average Loss = 698.89:   6%|▌         | 1411/25000 [00:10<02:51, 137.54it/s]
Average Loss = 698.89:   6%|▌         | 1425/25000 [00:10<02:51, 137.65it/s]
Average Loss = 673.85:   6%|▌         | 1425/25000 [00:10<02:51, 137.65it/s]
Average Loss = 673.85:   6%|▌         | 1425/25000 [00:10<02:51, 137.65it/s]
Average Loss = 673.85:   6%|▌         | 1439/25000 [00:10<02:51, 137.72it/s]
Average Loss = 673.49:   6%|▌         | 1439/25000 [00:10<02:51, 137.72it/s]
Average Loss = 673.49:   6%|▌         | 1439/25000 [00:10<02:51, 137.72it/s]
Average Loss = 672.2:   6%|▌         | 1439/25000 [00:10<02:51, 137.72it/s] 
Average Loss = 672.2:   6%|▌         | 1439/25000 [00:10<02:51, 137.72it/s]
Average Loss = 672.2:   6%|▌         | 1453/25000 [00:10<02:50, 137.73it/s]
Average Loss = 670.76:   6%|▌         | 1453/25000 [00:10<02:50, 137.73it/s]
Average Loss = 670.76:   6%|▌         | 1453/25000 [00:10<02:50, 137.73it/s]
Average Loss = 670.76:   6%|▌         | 1467/25000 [00:10<02:50, 138.19it/s]
Average Loss = 671.59:   6%|▌         | 1467/25000 [00:10<02:50, 138.19it/s]
Average Loss = 671.59:   6%|▌         | 1467/25000 [00:10<02:50, 138.19it/s]
Average Loss = 670.46:   6%|▌         | 1467/25000 [00:10<02:50, 138.19it/s]
Average Loss = 670.46:   6%|▌         | 1467/25000 [00:10<02:50, 138.19it/s]
Average Loss = 670.46:   6%|▌         | 1481/25000 [00:10<02:49, 138.44it/s]
Average Loss = 670.98:   6%|▌         | 1481/25000 [00:10<02:49, 138.44it/s]
Average Loss = 670.98:   6%|▌         | 1481/25000 [00:10<02:49, 138.44it/s]
Average Loss = 670.98:   6%|▌         | 1495/25000 [00:11<02:49, 138.41it/s]
Average Loss = 663.19:   6%|▌         | 1495/25000 [00:11<02:49, 138.41it/s]
Average Loss = 663.19:   6%|▌         | 1495/25000 [00:11<02:49, 138.41it/s]
Average Loss = 663.19:   6%|▌         | 1509/25000 [00:11<02:49, 138.81it/s]
Average Loss = 663.33:   6%|▌         | 1509/25000 [00:11<02:49, 138.81it/s]
Average Loss = 663.33:   6%|▌         | 1509/25000 [00:11<02:49, 138.81it/s]
Average Loss = 662.25:   6%|▌         | 1509/25000 [00:11<02:49, 138.81it/s]
Average Loss = 662.25:   6%|▌         | 1509/25000 [00:11<02:49, 138.81it/s]
Average Loss = 662.25:   6%|▌         | 1523/25000 [00:11<02:49, 138.57it/s]
Average Loss = 663.69:   6%|▌         | 1523/25000 [00:11<02:49, 138.57it/s]
Average Loss = 663.69:   6%|▌         | 1523/25000 [00:11<02:49, 138.57it/s]
Average Loss = 663.69:   6%|▌         | 1537/25000 [00:11<02:49, 138.72it/s]
Average Loss = 664.11:   6%|▌         | 1537/25000 [00:11<02:49, 138.72it/s]
Average Loss = 664.11:   6%|▌         | 1537/25000 [00:11<02:49, 138.72it/s]
Average Loss = 660.91:   6%|▌         | 1537/25000 [00:11<02:49, 138.72it/s]
Average Loss = 660.91:   6%|▌         | 1537/25000 [00:11<02:49, 138.72it/s]
Average Loss = 660.91:   6%|▌         | 1551/25000 [00:11<02:49, 138.67it/s]
Average Loss = 661.44:   6%|▌         | 1551/25000 [00:11<02:49, 138.67it/s]
Average Loss = 661.44:   6%|▌         | 1551/25000 [00:11<02:49, 138.67it/s]
Average Loss = 661.44:   6%|▋         | 1565/25000 [00:11<02:49, 138.53it/s]
Average Loss = 650.22:   6%|▋         | 1565/25000 [00:11<02:49, 138.53it/s]
Average Loss = 650.22:   6%|▋         | 1565/25000 [00:11<02:49, 138.53it/s]
Average Loss = 650.22:   6%|▋         | 1579/25000 [00:11<02:48, 138.95it/s]
Average Loss = 649.77:   6%|▋         | 1579/25000 [00:11<02:48, 138.95it/s]
Average Loss = 649.77:   6%|▋         | 1579/25000 [00:11<02:48, 138.95it/s]
Average Loss = 649.57:   6%|▋         | 1579/25000 [00:11<02:48, 138.95it/s]
Average Loss = 649.57:   6%|▋         | 1579/25000 [00:11<02:48, 138.95it/s]
Average Loss = 649.57:   6%|▋         | 1593/25000 [00:11<02:51, 136.22it/s]
Average Loss = 647.39:   6%|▋         | 1593/25000 [00:11<02:51, 136.22it/s]
Average Loss = 647.39:   6%|▋         | 1593/25000 [00:11<02:51, 136.22it/s]
Average Loss = 647.39:   6%|▋         | 1607/25000 [00:11<02:50, 136.98it/s]
Average Loss = 647.05:   6%|▋         | 1607/25000 [00:11<02:50, 136.98it/s]
Average Loss = 647.05:   6%|▋         | 1607/25000 [00:11<02:50, 136.98it/s]
Average Loss = 645.44:   6%|▋         | 1607/25000 [00:11<02:50, 136.98it/s]
Average Loss = 645.44:   6%|▋         | 1607/25000 [00:11<02:50, 136.98it/s]
Average Loss = 645.44:   6%|▋         | 1621/25000 [00:11<02:50, 137.35it/s]
Average Loss = 643.99:   6%|▋         | 1621/25000 [00:12<02:50, 137.35it/s]
Average Loss = 643.99:   6%|▋         | 1621/25000 [00:12<02:50, 137.35it/s]
Average Loss = 643.99:   7%|▋         | 1635/25000 [00:12<02:50, 137.16it/s]
Average Loss = 642.85:   7%|▋         | 1635/25000 [00:12<02:50, 137.16it/s]
Average Loss = 642.85:   7%|▋         | 1635/25000 [00:12<02:50, 137.16it/s]
Average Loss = 642.85:   7%|▋         | 1649/25000 [00:12<02:49, 137.48it/s]
Average Loss = 641.17:   7%|▋         | 1649/25000 [00:12<02:49, 137.48it/s]
Average Loss = 641.17:   7%|▋         | 1649/25000 [00:12<02:49, 137.48it/s]
Average Loss = 642.25:   7%|▋         | 1649/25000 [00:12<02:49, 137.48it/s]
Average Loss = 642.25:   7%|▋         | 1649/25000 [00:12<02:49, 137.48it/s]
Average Loss = 642.25:   7%|▋         | 1663/25000 [00:12<02:51, 136.21it/s]
Average Loss = 642.15:   7%|▋         | 1663/25000 [00:12<02:51, 136.21it/s]
Average Loss = 642.15:   7%|▋         | 1663/25000 [00:12<02:51, 136.21it/s]
Average Loss = 642.15:   7%|▋         | 1677/25000 [00:12<02:50, 136.87it/s]
Average Loss = 642.16:   7%|▋         | 1677/25000 [00:12<02:50, 136.87it/s]
Average Loss = 642.16:   7%|▋         | 1677/25000 [00:12<02:50, 136.87it/s]
Average Loss = 640.89:   7%|▋         | 1677/25000 [00:12<02:50, 136.87it/s]
Average Loss = 640.89:   7%|▋         | 1677/25000 [00:12<02:50, 136.87it/s]
Average Loss = 640.89:   7%|▋         | 1691/25000 [00:12<02:49, 137.29it/s]
Average Loss = 639.72:   7%|▋         | 1691/25000 [00:12<02:49, 137.29it/s]
Average Loss = 639.72:   7%|▋         | 1691/25000 [00:12<02:49, 137.29it/s]
Average Loss = 639.72:   7%|▋         | 1705/25000 [00:12<02:49, 137.83it/s]
Average Loss = 638.74:   7%|▋         | 1705/25000 [00:12<02:49, 137.83it/s]
Average Loss = 638.74:   7%|▋         | 1705/25000 [00:12<02:49, 137.83it/s]
Average Loss = 638.74:   7%|▋         | 1719/25000 [00:12<02:48, 138.03it/s]
Average Loss = 638.38:   7%|▋         | 1719/25000 [00:12<02:48, 138.03it/s]
Average Loss = 638.38:   7%|▋         | 1719/25000 [00:12<02:48, 138.03it/s]
Average Loss = 637.49:   7%|▋         | 1719/25000 [00:12<02:48, 138.03it/s]
Average Loss = 637.49:   7%|▋         | 1719/25000 [00:12<02:48, 138.03it/s]
Average Loss = 637.49:   7%|▋         | 1733/25000 [00:12<02:48, 137.84it/s]
Average Loss = 635.22:   7%|▋         | 1733/25000 [00:12<02:48, 137.84it/s]
Average Loss = 635.22:   7%|▋         | 1733/25000 [00:12<02:48, 137.84it/s]
Average Loss = 635.22:   7%|▋         | 1747/25000 [00:12<02:48, 137.96it/s]
Average Loss = 634.93:   7%|▋         | 1747/25000 [00:12<02:48, 137.96it/s]
Average Loss = 634.93:   7%|▋         | 1747/25000 [00:12<02:48, 137.96it/s]
Average Loss = 634.3:   7%|▋         | 1747/25000 [00:12<02:48, 137.96it/s] 
Average Loss = 634.3:   7%|▋         | 1747/25000 [00:12<02:48, 137.96it/s]
Average Loss = 634.3:   7%|▋         | 1761/25000 [00:12<02:48, 138.12it/s]
Average Loss = 634.09:   7%|▋         | 1761/25000 [00:13<02:48, 138.12it/s]
Average Loss = 634.09:   7%|▋         | 1761/25000 [00:13<02:48, 138.12it/s]
Average Loss = 634.09:   7%|▋         | 1775/25000 [00:13<02:48, 137.99it/s]
Average Loss = 629.52:   7%|▋         | 1775/25000 [00:13<02:48, 137.99it/s]
Average Loss = 629.52:   7%|▋         | 1775/25000 [00:13<02:48, 137.99it/s]
Average Loss = 629.52:   7%|▋         | 1789/25000 [00:13<02:47, 138.21it/s]
Average Loss = 628.08:   7%|▋         | 1789/25000 [00:13<02:47, 138.21it/s]
Average Loss = 628.08:   7%|▋         | 1789/25000 [00:13<02:47, 138.21it/s]
Average Loss = 628.92:   7%|▋         | 1789/25000 [00:13<02:47, 138.21it/s]
Average Loss = 628.92:   7%|▋         | 1789/25000 [00:13<02:47, 138.21it/s]
Average Loss = 628.92:   7%|▋         | 1803/25000 [00:13<02:48, 137.98it/s]
Average Loss = 626.27:   7%|▋         | 1803/25000 [00:13<02:48, 137.98it/s]
Average Loss = 626.27:   7%|▋         | 1803/25000 [00:13<02:48, 137.98it/s]
Average Loss = 626.27:   7%|▋         | 1817/25000 [00:13<02:47, 138.20it/s]
Average Loss = 621.2:   7%|▋         | 1817/25000 [00:13<02:47, 138.20it/s] 
Average Loss = 621.2:   7%|▋         | 1817/25000 [00:13<02:47, 138.20it/s]
Average Loss = 620.55:   7%|▋         | 1817/25000 [00:13<02:47, 138.20it/s]
Average Loss = 620.55:   7%|▋         | 1817/25000 [00:13<02:47, 138.20it/s]
Average Loss = 620.55:   7%|▋         | 1831/25000 [00:13<02:47, 138.01it/s]
Average Loss = 620.51:   7%|▋         | 1831/25000 [00:13<02:47, 138.01it/s]
Average Loss = 620.51:   7%|▋         | 1831/25000 [00:13<02:47, 138.01it/s]
Average Loss = 620.51:   7%|▋         | 1845/25000 [00:13<02:47, 137.99it/s]
Average Loss = 619.28:   7%|▋         | 1845/25000 [00:13<02:47, 137.99it/s]
Average Loss = 619.28:   7%|▋         | 1845/25000 [00:13<02:47, 137.99it/s]
Average Loss = 619.28:   7%|▋         | 1859/25000 [00:13<02:47, 138.35it/s]
Average Loss = 618.19:   7%|▋         | 1859/25000 [00:13<02:47, 138.35it/s]
Average Loss = 618.19:   7%|▋         | 1859/25000 [00:13<02:47, 138.35it/s]
Average Loss = 616.59:   7%|▋         | 1859/25000 [00:13<02:47, 138.35it/s]
Average Loss = 616.59:   7%|▋         | 1859/25000 [00:13<02:47, 138.35it/s]
Average Loss = 616.59:   7%|▋         | 1873/25000 [00:13<02:47, 138.34it/s]
Average Loss = 616.01:   7%|▋         | 1873/25000 [00:13<02:47, 138.34it/s]
Average Loss = 616.01:   7%|▋         | 1873/25000 [00:13<02:47, 138.34it/s]
Average Loss = 616.01:   8%|▊         | 1887/25000 [00:13<02:47, 137.99it/s]
Average Loss = 603.46:   8%|▊         | 1887/25000 [00:13<02:47, 137.99it/s]
Average Loss = 603.46:   8%|▊         | 1887/25000 [00:13<02:47, 137.99it/s]
Average Loss = 604.29:   8%|▊         | 1887/25000 [00:13<02:47, 137.99it/s]
Average Loss = 604.29:   8%|▊         | 1887/25000 [00:13<02:47, 137.99it/s]
Average Loss = 604.29:   8%|▊         | 1901/25000 [00:13<02:47, 137.80it/s]
Average Loss = 604.12:   8%|▊         | 1901/25000 [00:14<02:47, 137.80it/s]
Average Loss = 604.12:   8%|▊         | 1901/25000 [00:14<02:47, 137.80it/s]
Average Loss = 604.12:   8%|▊         | 1915/25000 [00:14<02:47, 137.60it/s]
Average Loss = 604.45:   8%|▊         | 1915/25000 [00:14<02:47, 137.60it/s]
Average Loss = 604.45:   8%|▊         | 1915/25000 [00:14<02:47, 137.60it/s]
Average Loss = 604.45:   8%|▊         | 1929/25000 [00:14<02:47, 137.97it/s]
Average Loss = 604.24:   8%|▊         | 1929/25000 [00:14<02:47, 137.97it/s]
Average Loss = 604.24:   8%|▊         | 1929/25000 [00:14<02:47, 137.97it/s]
Average Loss = 603.21:   8%|▊         | 1929/25000 [00:14<02:47, 137.97it/s]
Average Loss = 603.21:   8%|▊         | 1929/25000 [00:14<02:47, 137.97it/s]
Average Loss = 603.21:   8%|▊         | 1943/25000 [00:14<02:48, 136.51it/s]
Average Loss = 603.32:   8%|▊         | 1943/25000 [00:14<02:48, 136.51it/s]
Average Loss = 603.32:   8%|▊         | 1943/25000 [00:14<02:48, 136.51it/s]
Average Loss = 603.32:   8%|▊         | 1957/25000 [00:14<02:48, 136.70it/s]
Average Loss = 596.61:   8%|▊         | 1957/25000 [00:14<02:48, 136.70it/s]
Average Loss = 596.61:   8%|▊         | 1957/25000 [00:14<02:48, 136.70it/s]
Average Loss = 600.23:   8%|▊         | 1957/25000 [00:14<02:48, 136.70it/s]
Average Loss = 600.23:   8%|▊         | 1957/25000 [00:14<02:48, 136.70it/s]
Average Loss = 600.23:   8%|▊         | 1971/25000 [00:14<02:48, 137.06it/s]
Average Loss = 599.61:   8%|▊         | 1971/25000 [00:14<02:48, 137.06it/s]
Average Loss = 599.61:   8%|▊         | 1971/25000 [00:14<02:48, 137.06it/s]
Average Loss = 599.61:   8%|▊         | 1985/25000 [00:14<02:47, 137.64it/s]
Average Loss = 599.42:   8%|▊         | 1985/25000 [00:14<02:47, 137.64it/s]
Average Loss = 599.42:   8%|▊         | 1985/25000 [00:14<02:47, 137.64it/s]
Average Loss = 599.42:   8%|▊         | 1999/25000 [00:14<02:47, 137.60it/s]
Average Loss = 599.47:   8%|▊         | 1999/25000 [00:14<02:47, 137.60it/s]
Average Loss = 599.47:   8%|▊         | 1999/25000 [00:14<02:47, 137.60it/s]
Average Loss = 599.34:   8%|▊         | 1999/25000 [00:14<02:47, 137.60it/s]
Average Loss = 599.34:   8%|▊         | 1999/25000 [00:14<02:47, 137.60it/s]
Average Loss = 599.34:   8%|▊         | 2013/25000 [00:14<02:47, 137.55it/s]
Average Loss = 598.99:   8%|▊         | 2013/25000 [00:14<02:47, 137.55it/s]
Average Loss = 598.99:   8%|▊         | 2013/25000 [00:14<02:47, 137.55it/s]
Average Loss = 598.99:   8%|▊         | 2027/25000 [00:14<02:47, 137.45it/s]
Average Loss = 599.06:   8%|▊         | 2027/25000 [00:14<02:47, 137.45it/s]
Average Loss = 599.06:   8%|▊         | 2027/25000 [00:14<02:47, 137.45it/s]
Average Loss = 597.52:   8%|▊         | 2027/25000 [00:14<02:47, 137.45it/s]
Average Loss = 597.52:   8%|▊         | 2027/25000 [00:14<02:47, 137.45it/s]
Average Loss = 597.52:   8%|▊         | 2041/25000 [00:14<02:47, 137.35it/s]
Average Loss = 596.89:   8%|▊         | 2041/25000 [00:15<02:47, 137.35it/s]
Average Loss = 596.89:   8%|▊         | 2041/25000 [00:15<02:47, 137.35it/s]
Average Loss = 596.89:   8%|▊         | 2055/25000 [00:15<02:46, 137.86it/s]
Average Loss = 596.15:   8%|▊         | 2055/25000 [00:15<02:46, 137.86it/s]
Average Loss = 596.15:   8%|▊         | 2055/25000 [00:15<02:46, 137.86it/s]
Average Loss = 596.15:   8%|▊         | 2069/25000 [00:15<02:46, 137.95it/s]
Average Loss = 596.74:   8%|▊         | 2069/25000 [00:15<02:46, 137.95it/s]
Average Loss = 596.74:   8%|▊         | 2069/25000 [00:15<02:46, 137.95it/s]
Average Loss = 596.82:   8%|▊         | 2069/25000 [00:15<02:46, 137.95it/s]
Average Loss = 596.82:   8%|▊         | 2069/25000 [00:15<02:46, 137.95it/s]
Average Loss = 596.82:   8%|▊         | 2083/25000 [00:15<02:46, 137.74it/s]
Average Loss = 597.64:   8%|▊         | 2083/25000 [00:15<02:46, 137.74it/s]
Average Loss = 597.64:   8%|▊         | 2083/25000 [00:15<02:46, 137.74it/s]
Average Loss = 597.64:   8%|▊         | 2097/25000 [00:15<02:46, 137.64it/s]
Average Loss = 597.71:   8%|▊         | 2097/25000 [00:15<02:46, 137.64it/s]
Average Loss = 597.71:   8%|▊         | 2097/25000 [00:15<02:46, 137.64it/s]
Average Loss = 596.12:   8%|▊         | 2097/25000 [00:15<02:46, 137.64it/s]
Average Loss = 596.12:   8%|▊         | 2097/25000 [00:15<02:46, 137.64it/s]
Average Loss = 596.12:   8%|▊         | 2111/25000 [00:15<02:46, 137.51it/s]
Average Loss = 596.6:   8%|▊         | 2111/25000 [00:15<02:46, 137.51it/s] 
Average Loss = 596.6:   8%|▊         | 2111/25000 [00:15<02:46, 137.51it/s]
Average Loss = 596.6:   8%|▊         | 2125/25000 [00:15<02:46, 137.72it/s]
Average Loss = 596.96:   8%|▊         | 2125/25000 [00:15<02:46, 137.72it/s]
Average Loss = 596.96:   8%|▊         | 2125/25000 [00:15<02:46, 137.72it/s]
Average Loss = 596.96:   9%|▊         | 2139/25000 [00:15<02:47, 136.18it/s]
Average Loss = 595.43:   9%|▊         | 2139/25000 [00:15<02:47, 136.18it/s]
Average Loss = 595.43:   9%|▊         | 2139/25000 [00:15<02:47, 136.18it/s]
Average Loss = 595.71:   9%|▊         | 2139/25000 [00:15<02:47, 136.18it/s]
Average Loss = 595.71:   9%|▊         | 2139/25000 [00:15<02:47, 136.18it/s]
Average Loss = 595.71:   9%|▊         | 2153/25000 [00:15<02:47, 136.66it/s]
Average Loss = 594.57:   9%|▊         | 2153/25000 [00:15<02:47, 136.66it/s]
Average Loss = 594.57:   9%|▊         | 2153/25000 [00:15<02:47, 136.66it/s]
Average Loss = 594.57:   9%|▊         | 2167/25000 [00:15<02:46, 137.00it/s]
Average Loss = 593.69:   9%|▊         | 2167/25000 [00:15<02:46, 137.00it/s]
Average Loss = 593.69:   9%|▊         | 2167/25000 [00:15<02:46, 137.00it/s]
Average Loss = 591.61:   9%|▊         | 2167/25000 [00:16<02:46, 137.00it/s]
Average Loss = 591.61:   9%|▊         | 2167/25000 [00:16<02:46, 137.00it/s]
Average Loss = 591.61:   9%|▊         | 2181/25000 [00:16<02:46, 137.19it/s]
Average Loss = 590.74:   9%|▊         | 2181/25000 [00:16<02:46, 137.19it/s]
Average Loss = 590.74:   9%|▊         | 2181/25000 [00:16<02:46, 137.19it/s]
Average Loss = 590.74:   9%|▉         | 2195/25000 [00:16<02:46, 137.07it/s]
Average Loss = 590.49:   9%|▉         | 2195/25000 [00:16<02:46, 137.07it/s]
Average Loss = 590.49:   9%|▉         | 2195/25000 [00:16<02:46, 137.07it/s]
Average Loss = 590.49:   9%|▉         | 2209/25000 [00:16<02:46, 136.79it/s]
Average Loss = 591.33:   9%|▉         | 2209/25000 [00:16<02:46, 136.79it/s]
Average Loss = 591.33:   9%|▉         | 2209/25000 [00:16<02:46, 136.79it/s]
Average Loss = 591.07:   9%|▉         | 2209/25000 [00:16<02:46, 136.79it/s]
Average Loss = 591.07:   9%|▉         | 2209/25000 [00:16<02:46, 136.79it/s]
Average Loss = 591.07:   9%|▉         | 2223/25000 [00:16<02:45, 137.23it/s]
Average Loss = 590.97:   9%|▉         | 2223/25000 [00:16<02:45, 137.23it/s]
Average Loss = 590.97:   9%|▉         | 2223/25000 [00:16<02:45, 137.23it/s]
Average Loss = 590.97:   9%|▉         | 2237/25000 [00:16<02:45, 137.47it/s]
Average Loss = 589.46:   9%|▉         | 2237/25000 [00:16<02:45, 137.47it/s]
Average Loss = 589.46:   9%|▉         | 2237/25000 [00:16<02:45, 137.47it/s]
Average Loss = 588.59:   9%|▉         | 2237/25000 [00:16<02:45, 137.47it/s]
Average Loss = 588.59:   9%|▉         | 2237/25000 [00:16<02:45, 137.47it/s]
Average Loss = 588.59:   9%|▉         | 2251/25000 [00:16<02:45, 137.47it/s]
Average Loss = 583.59:   9%|▉         | 2251/25000 [00:16<02:45, 137.47it/s]
Average Loss = 583.59:   9%|▉         | 2251/25000 [00:16<02:45, 137.47it/s]
Average Loss = 583.59:   9%|▉         | 2265/25000 [00:16<02:44, 137.90it/s]
Average Loss = 582.33:   9%|▉         | 2265/25000 [00:16<02:44, 137.90it/s]
Average Loss = 582.33:   9%|▉         | 2265/25000 [00:16<02:44, 137.90it/s]
Average Loss = 582.33:   9%|▉         | 2279/25000 [00:16<02:44, 138.13it/s]
Average Loss = 581.6:   9%|▉         | 2279/25000 [00:16<02:44, 138.13it/s] 
Average Loss = 581.6:   9%|▉         | 2279/25000 [00:16<02:44, 138.13it/s]
Average Loss = 580.06:   9%|▉         | 2279/25000 [00:16<02:44, 138.13it/s]
Average Loss = 580.06:   9%|▉         | 2279/25000 [00:16<02:44, 138.13it/s]
Average Loss = 580.06:   9%|▉         | 2293/25000 [00:16<02:44, 137.68it/s]
Average Loss = 578.22:   9%|▉         | 2293/25000 [00:16<02:44, 137.68it/s]
Average Loss = 578.22:   9%|▉         | 2293/25000 [00:16<02:44, 137.68it/s]
Average Loss = 578.22:   9%|▉         | 2307/25000 [00:16<02:45, 137.44it/s]
Average Loss = 577.51:   9%|▉         | 2307/25000 [00:16<02:45, 137.44it/s]
Average Loss = 577.51:   9%|▉         | 2307/25000 [00:16<02:45, 137.44it/s]
Average Loss = 576.87:   9%|▉         | 2307/25000 [00:17<02:45, 137.44it/s]
Average Loss = 576.87:   9%|▉         | 2307/25000 [00:17<02:45, 137.44it/s]
Average Loss = 576.87:   9%|▉         | 2321/25000 [00:17<02:44, 137.58it/s]
Average Loss = 576.23:   9%|▉         | 2321/25000 [00:17<02:44, 137.58it/s]
Average Loss = 576.23:   9%|▉         | 2321/25000 [00:17<02:44, 137.58it/s]
Average Loss = 576.23:   9%|▉         | 2335/25000 [00:17<02:47, 135.60it/s]
Average Loss = 575.51:   9%|▉         | 2335/25000 [00:17<02:47, 135.60it/s]
Average Loss = 575.51:   9%|▉         | 2335/25000 [00:17<02:47, 135.60it/s]
Average Loss = 575.51:   9%|▉         | 2349/25000 [00:17<02:46, 136.12it/s]
Average Loss = 575.57:   9%|▉         | 2349/25000 [00:17<02:46, 136.12it/s]
Average Loss = 575.57:   9%|▉         | 2349/25000 [00:17<02:46, 136.12it/s]
Average Loss = 575.4:   9%|▉         | 2349/25000 [00:17<02:46, 136.12it/s] 
Average Loss = 575.4:   9%|▉         | 2349/25000 [00:17<02:46, 136.12it/s]
Average Loss = 575.4:   9%|▉         | 2363/25000 [00:17<02:45, 136.43it/s]
Average Loss = 574.32:   9%|▉         | 2363/25000 [00:17<02:45, 136.43it/s]
Average Loss = 574.32:   9%|▉         | 2363/25000 [00:17<02:45, 136.43it/s]
Average Loss = 574.32:  10%|▉         | 2377/25000 [00:17<02:45, 136.76it/s]
Average Loss = 573.4:  10%|▉         | 2377/25000 [00:17<02:45, 136.76it/s] 
Average Loss = 573.4:  10%|▉         | 2377/25000 [00:17<02:45, 136.76it/s]
Average Loss = 572.48:  10%|▉         | 2377/25000 [00:17<02:45, 136.76it/s]
Average Loss = 572.48:  10%|▉         | 2377/25000 [00:17<02:45, 136.76it/s]
Average Loss = 572.48:  10%|▉         | 2391/25000 [00:17<02:44, 137.08it/s]
Average Loss = 571.42:  10%|▉         | 2391/25000 [00:17<02:44, 137.08it/s]
Average Loss = 571.42:  10%|▉         | 2391/25000 [00:17<02:44, 137.08it/s]
Average Loss = 571.42:  10%|▉         | 2405/25000 [00:17<02:44, 137.28it/s]
Average Loss = 568.37:  10%|▉         | 2405/25000 [00:17<02:44, 137.28it/s]
Average Loss = 568.37:  10%|▉         | 2405/25000 [00:17<02:44, 137.28it/s]
Average Loss = 568.37:  10%|▉         | 2419/25000 [00:17<02:44, 137.63it/s]
Average Loss = 568.07:  10%|▉         | 2419/25000 [00:17<02:44, 137.63it/s]
Average Loss = 568.07:  10%|▉         | 2419/25000 [00:17<02:44, 137.63it/s]
Average Loss = 567.74:  10%|▉         | 2419/25000 [00:17<02:44, 137.63it/s]
Average Loss = 567.74:  10%|▉         | 2419/25000 [00:17<02:44, 137.63it/s]
Average Loss = 567.74:  10%|▉         | 2433/25000 [00:17<02:44, 137.59it/s]
Average Loss = 576.92:  10%|▉         | 2433/25000 [00:17<02:44, 137.59it/s]
Average Loss = 576.92:  10%|▉         | 2433/25000 [00:17<02:44, 137.59it/s]
Average Loss = 576.92:  10%|▉         | 2447/25000 [00:17<02:43, 137.88it/s]
Average Loss = 576.4:  10%|▉         | 2447/25000 [00:17<02:43, 137.88it/s] 
Average Loss = 576.4:  10%|▉         | 2447/25000 [00:17<02:43, 137.88it/s]
Average Loss = 576.39:  10%|▉         | 2447/25000 [00:18<02:43, 137.88it/s]
Average Loss = 576.39:  10%|▉         | 2447/25000 [00:18<02:43, 137.88it/s]
Average Loss = 576.39:  10%|▉         | 2461/25000 [00:18<02:43, 137.74it/s]
Average Loss = 575.56:  10%|▉         | 2461/25000 [00:18<02:43, 137.74it/s]
Average Loss = 575.56:  10%|▉         | 2461/25000 [00:18<02:43, 137.74it/s]
Average Loss = 575.56:  10%|▉         | 2475/25000 [00:18<02:43, 137.91it/s]
Average Loss = 575.14:  10%|▉         | 2475/25000 [00:18<02:43, 137.91it/s]
Average Loss = 575.14:  10%|▉         | 2475/25000 [00:18<02:43, 137.91it/s]
Average Loss = 575.14:  10%|▉         | 2489/25000 [00:18<02:44, 136.53it/s]
Average Loss = 572.12:  10%|▉         | 2489/25000 [00:18<02:44, 136.53it/s]
Average Loss = 572.12:  10%|▉         | 2489/25000 [00:18<02:44, 136.53it/s]
Average Loss = 571.13:  10%|▉         | 2489/25000 [00:18<02:44, 136.53it/s]
Average Loss = 571.13:  10%|▉         | 2489/25000 [00:18<02:44, 136.53it/s]
Average Loss = 571.13:  10%|█         | 2503/25000 [00:18<02:44, 136.67it/s]
Average Loss = 569.59:  10%|█         | 2503/25000 [00:18<02:44, 136.67it/s]
Average Loss = 569.59:  10%|█         | 2503/25000 [00:18<02:44, 136.67it/s]
Average Loss = 569.59:  10%|█         | 2517/25000 [00:18<02:43, 137.15it/s]
Average Loss = 568.98:  10%|█         | 2517/25000 [00:18<02:43, 137.15it/s]
Average Loss = 568.98:  10%|█         | 2517/25000 [00:18<02:43, 137.15it/s]
Average Loss = 566.76:  10%|█         | 2517/25000 [00:18<02:43, 137.15it/s]
Average Loss = 566.76:  10%|█         | 2517/25000 [00:18<02:43, 137.15it/s]
Average Loss = 566.76:  10%|█         | 2531/25000 [00:18<02:43, 137.61it/s]
Average Loss = 565.35:  10%|█         | 2531/25000 [00:18<02:43, 137.61it/s]
Average Loss = 565.35:  10%|█         | 2531/25000 [00:18<02:43, 137.61it/s]
Average Loss = 565.35:  10%|█         | 2545/25000 [00:18<02:43, 137.65it/s]
Average Loss = 566.09:  10%|█         | 2545/25000 [00:18<02:43, 137.65it/s]
Average Loss = 566.09:  10%|█         | 2545/25000 [00:18<02:43, 137.65it/s]
Average Loss = 566.09:  10%|█         | 2559/25000 [00:18<02:43, 137.52it/s]
Average Loss = 563.74:  10%|█         | 2559/25000 [00:18<02:43, 137.52it/s]
Average Loss = 563.74:  10%|█         | 2559/25000 [00:18<02:43, 137.52it/s]
Average Loss = 560.5:  10%|█         | 2559/25000 [00:18<02:43, 137.52it/s] 
Average Loss = 560.5:  10%|█         | 2559/25000 [00:18<02:43, 137.52it/s]
Average Loss = 560.5:  10%|█         | 2573/25000 [00:18<02:43, 137.45it/s]
Average Loss = 560.24:  10%|█         | 2573/25000 [00:18<02:43, 137.45it/s]
Average Loss = 560.24:  10%|█         | 2573/25000 [00:18<02:43, 137.45it/s]
Average Loss = 560.24:  10%|█         | 2587/25000 [00:18<02:43, 137.41it/s]
Average Loss = 559.89:  10%|█         | 2587/25000 [00:18<02:43, 137.41it/s]
Average Loss = 559.89:  10%|█         | 2587/25000 [00:18<02:43, 137.41it/s]
Average Loss = 559.13:  10%|█         | 2587/25000 [00:19<02:43, 137.41it/s]
Average Loss = 559.13:  10%|█         | 2587/25000 [00:19<02:43, 137.41it/s]
Average Loss = 559.13:  10%|█         | 2601/25000 [00:19<02:42, 137.42it/s]
Average Loss = 558.43:  10%|█         | 2601/25000 [00:19<02:42, 137.42it/s]
Average Loss = 558.43:  10%|█         | 2601/25000 [00:19<02:42, 137.42it/s]
Average Loss = 558.43:  10%|█         | 2615/25000 [00:19<02:43, 137.33it/s]
Average Loss = 556.3:  10%|█         | 2615/25000 [00:19<02:43, 137.33it/s] 
Average Loss = 556.3:  10%|█         | 2615/25000 [00:19<02:43, 137.33it/s]
Average Loss = 556.3:  11%|█         | 2629/25000 [00:19<02:42, 137.48it/s]
Average Loss = 555.89:  11%|█         | 2629/25000 [00:19<02:42, 137.48it/s]
Average Loss = 555.89:  11%|█         | 2629/25000 [00:19<02:42, 137.48it/s]
Average Loss = 555.4:  11%|█         | 2629/25000 [00:19<02:42, 137.48it/s] 
Average Loss = 555.4:  11%|█         | 2629/25000 [00:19<02:42, 137.48it/s]
Average Loss = 555.4:  11%|█         | 2643/25000 [00:19<02:42, 137.71it/s]
Average Loss = 555.7:  11%|█         | 2643/25000 [00:19<02:42, 137.71it/s]
Average Loss = 555.7:  11%|█         | 2643/25000 [00:19<02:42, 137.71it/s]
Average Loss = 555.7:  11%|█         | 2657/25000 [00:19<02:42, 137.92it/s]
Average Loss = 554.38:  11%|█         | 2657/25000 [00:19<02:42, 137.92it/s]
Average Loss = 554.38:  11%|█         | 2657/25000 [00:19<02:42, 137.92it/s]
Average Loss = 553.35:  11%|█         | 2657/25000 [00:19<02:42, 137.92it/s]
Average Loss = 553.35:  11%|█         | 2657/25000 [00:19<02:42, 137.92it/s]
Average Loss = 553.35:  11%|█         | 2671/25000 [00:19<02:42, 137.75it/s]
Average Loss = 552.3:  11%|█         | 2671/25000 [00:19<02:42, 137.75it/s] 
Average Loss = 552.3:  11%|█         | 2671/25000 [00:19<02:42, 137.75it/s]
Average Loss = 552.3:  11%|█         | 2685/25000 [00:19<02:41, 137.90it/s]
Average Loss = 552.09:  11%|█         | 2685/25000 [00:19<02:41, 137.90it/s]
Average Loss = 552.09:  11%|█         | 2685/25000 [00:19<02:41, 137.90it/s]
Average Loss = 552.09:  11%|█         | 2699/25000 [00:19<02:41, 137.84it/s]
Average Loss = 552.34:  11%|█         | 2699/25000 [00:19<02:41, 137.84it/s]
Average Loss = 552.34:  11%|█         | 2699/25000 [00:19<02:41, 137.84it/s]
Average Loss = 553.55:  11%|█         | 2699/25000 [00:19<02:41, 137.84it/s]
Average Loss = 553.55:  11%|█         | 2699/25000 [00:19<02:41, 137.84it/s]
Average Loss = 553.55:  11%|█         | 2713/25000 [00:19<02:41, 137.71it/s]
Average Loss = 553.03:  11%|█         | 2713/25000 [00:19<02:41, 137.71it/s]
Average Loss = 553.03:  11%|█         | 2713/25000 [00:19<02:41, 137.71it/s]
Average Loss = 553.03:  11%|█         | 2727/25000 [00:19<02:41, 138.22it/s]
Average Loss = 552.71:  11%|█         | 2727/25000 [00:20<02:41, 138.22it/s]
Average Loss = 552.71:  11%|█         | 2727/25000 [00:20<02:41, 138.22it/s]
Average Loss = 552.08:  11%|█         | 2727/25000 [00:20<02:41, 138.22it/s]
Average Loss = 552.08:  11%|█         | 2727/25000 [00:20<02:41, 138.22it/s]
Average Loss = 552.08:  11%|█         | 2741/25000 [00:20<02:44, 135.01it/s]
Average Loss = 552.19:  11%|█         | 2741/25000 [00:20<02:44, 135.01it/s]
Average Loss = 552.19:  11%|█         | 2741/25000 [00:20<02:44, 135.01it/s]
Average Loss = 552.19:  11%|█         | 2755/25000 [00:20<02:44, 135.63it/s]
Average Loss = 551.45:  11%|█         | 2755/25000 [00:20<02:44, 135.63it/s]
Average Loss = 551.45:  11%|█         | 2755/25000 [00:20<02:44, 135.63it/s]
Average Loss = 551.45:  11%|█         | 2769/25000 [00:20<02:43, 135.75it/s]
Average Loss = 550.63:  11%|█         | 2769/25000 [00:20<02:43, 135.75it/s]
Average Loss = 550.63:  11%|█         | 2769/25000 [00:20<02:43, 135.75it/s]
Average Loss = 550.26:  11%|█         | 2769/25000 [00:20<02:43, 135.75it/s]
Average Loss = 550.26:  11%|█         | 2769/25000 [00:20<02:43, 135.75it/s]
Average Loss = 550.26:  11%|█         | 2783/25000 [00:20<02:42, 136.51it/s]
Average Loss = 549.86:  11%|█         | 2783/25000 [00:20<02:42, 136.51it/s]
Average Loss = 549.86:  11%|█         | 2783/25000 [00:20<02:42, 136.51it/s]
Average Loss = 549.86:  11%|█         | 2797/25000 [00:20<02:41, 137.41it/s]
Average Loss = 549.43:  11%|█         | 2797/25000 [00:20<02:41, 137.41it/s]
Average Loss = 549.43:  11%|█         | 2797/25000 [00:20<02:41, 137.41it/s]
Average Loss = 548.58:  11%|█         | 2797/25000 [00:20<02:41, 137.41it/s]
Average Loss = 548.58:  11%|█         | 2797/25000 [00:20<02:41, 137.41it/s]
Average Loss = 548.58:  11%|█         | 2811/25000 [00:20<02:41, 137.61it/s]
Average Loss = 551.66:  11%|█         | 2811/25000 [00:20<02:41, 137.61it/s]
Average Loss = 551.66:  11%|█         | 2811/25000 [00:20<02:41, 137.61it/s]
Average Loss = 551.66:  11%|█▏        | 2825/25000 [00:20<02:40, 138.02it/s]
Average Loss = 551.3:  11%|█▏        | 2825/25000 [00:20<02:40, 138.02it/s] 
Average Loss = 551.3:  11%|█▏        | 2825/25000 [00:20<02:40, 138.02it/s]
Average Loss = 551.3:  11%|█▏        | 2839/25000 [00:20<02:40, 138.25it/s]
Average Loss = 551.86:  11%|█▏        | 2839/25000 [00:20<02:40, 138.25it/s]
Average Loss = 551.86:  11%|█▏        | 2839/25000 [00:20<02:40, 138.25it/s]
Average Loss = 551.25:  11%|█▏        | 2839/25000 [00:20<02:40, 138.25it/s]
Average Loss = 551.25:  11%|█▏        | 2839/25000 [00:20<02:40, 138.25it/s]
Average Loss = 551.25:  11%|█▏        | 2853/25000 [00:20<02:40, 137.61it/s]
Average Loss = 550.96:  11%|█▏        | 2853/25000 [00:20<02:40, 137.61it/s]
Average Loss = 550.96:  11%|█▏        | 2853/25000 [00:20<02:40, 137.61it/s]
Average Loss = 550.96:  11%|█▏        | 2867/25000 [00:21<02:40, 138.20it/s]
Average Loss = 550.53:  11%|█▏        | 2867/25000 [00:21<02:40, 138.20it/s]
Average Loss = 550.53:  11%|█▏        | 2867/25000 [00:21<02:40, 138.20it/s]
Average Loss = 549.76:  11%|█▏        | 2867/25000 [00:21<02:40, 138.20it/s]
Average Loss = 549.76:  11%|█▏        | 2867/25000 [00:21<02:40, 138.20it/s]
Average Loss = 549.76:  12%|█▏        | 2881/25000 [00:21<02:40, 138.10it/s]
Average Loss = 549.53:  12%|█▏        | 2881/25000 [00:21<02:40, 138.10it/s]
Average Loss = 549.53:  12%|█▏        | 2881/25000 [00:21<02:40, 138.10it/s]
Average Loss = 549.53:  12%|█▏        | 2895/25000 [00:21<02:39, 138.53it/s]
Average Loss = 548.26:  12%|█▏        | 2895/25000 [00:21<02:39, 138.53it/s]
Average Loss = 548.26:  12%|█▏        | 2895/25000 [00:21<02:39, 138.53it/s]
Average Loss = 548.26:  12%|█▏        | 2909/25000 [00:21<02:39, 138.23it/s]
Average Loss = 546.65:  12%|█▏        | 2909/25000 [00:21<02:39, 138.23it/s]
Average Loss = 546.65:  12%|█▏        | 2909/25000 [00:21<02:39, 138.23it/s]
Average Loss = 545.73:  12%|█▏        | 2909/25000 [00:21<02:39, 138.23it/s]
Average Loss = 545.73:  12%|█▏        | 2909/25000 [00:21<02:39, 138.23it/s]
Average Loss = 545.73:  12%|█▏        | 2923/25000 [00:21<02:39, 138.11it/s]
Average Loss = 544.92:  12%|█▏        | 2923/25000 [00:21<02:39, 138.11it/s]
Average Loss = 544.92:  12%|█▏        | 2923/25000 [00:21<02:39, 138.11it/s]
Average Loss = 544.92:  12%|█▏        | 2937/25000 [00:21<02:39, 138.43it/s]
Average Loss = 544.47:  12%|█▏        | 2937/25000 [00:21<02:39, 138.43it/s]
Average Loss = 544.47:  12%|█▏        | 2937/25000 [00:21<02:39, 138.43it/s]
Average Loss = 544.43:  12%|█▏        | 2937/25000 [00:21<02:39, 138.43it/s]
Average Loss = 544.43:  12%|█▏        | 2937/25000 [00:21<02:39, 138.43it/s]
Average Loss = 544.43:  12%|█▏        | 2951/25000 [00:21<02:39, 138.37it/s]
Average Loss = 544.02:  12%|█▏        | 2951/25000 [00:21<02:39, 138.37it/s]
Average Loss = 544.02:  12%|█▏        | 2951/25000 [00:21<02:39, 138.37it/s]
Average Loss = 544.02:  12%|█▏        | 2965/25000 [00:21<02:41, 136.62it/s]
Average Loss = 539.33:  12%|█▏        | 2965/25000 [00:21<02:41, 136.62it/s]
Average Loss = 539.33:  12%|█▏        | 2965/25000 [00:21<02:41, 136.62it/s]
Average Loss = 539.33:  12%|█▏        | 2979/25000 [00:21<02:40, 137.04it/s]
Average Loss = 539.02:  12%|█▏        | 2979/25000 [00:21<02:40, 137.04it/s]
Average Loss = 539.02:  12%|█▏        | 2979/25000 [00:21<02:40, 137.04it/s]
Average Loss = 539.01:  12%|█▏        | 2979/25000 [00:21<02:40, 137.04it/s]
Average Loss = 539.01:  12%|█▏        | 2979/25000 [00:21<02:40, 137.04it/s]
Average Loss = 539.01:  12%|█▏        | 2993/25000 [00:21<02:40, 137.30it/s]
Average Loss = 537.86:  12%|█▏        | 2993/25000 [00:21<02:40, 137.30it/s]
Average Loss = 537.86:  12%|█▏        | 2993/25000 [00:21<02:40, 137.30it/s]
Average Loss = 537.86:  12%|█▏        | 3007/25000 [00:22<02:39, 137.93it/s]
Average Loss = 536.95:  12%|█▏        | 3007/25000 [00:22<02:39, 137.93it/s]
Average Loss = 536.95:  12%|█▏        | 3007/25000 [00:22<02:39, 137.93it/s]
Average Loss = 536.62:  12%|█▏        | 3007/25000 [00:22<02:39, 137.93it/s]
Average Loss = 536.62:  12%|█▏        | 3007/25000 [00:22<02:39, 137.93it/s]
Average Loss = 536.62:  12%|█▏        | 3021/25000 [00:22<02:39, 137.91it/s]
Average Loss = 536.09:  12%|█▏        | 3021/25000 [00:22<02:39, 137.91it/s]
Average Loss = 536.09:  12%|█▏        | 3021/25000 [00:22<02:39, 137.91it/s]
Average Loss = 536.09:  12%|█▏        | 3035/25000 [00:22<02:41, 136.36it/s]
Average Loss = 536.19:  12%|█▏        | 3035/25000 [00:22<02:41, 136.36it/s]
Average Loss = 536.19:  12%|█▏        | 3035/25000 [00:22<02:41, 136.36it/s]
Average Loss = 536.19:  12%|█▏        | 3049/25000 [00:22<02:40, 137.08it/s]
Average Loss = 535.16:  12%|█▏        | 3049/25000 [00:22<02:40, 137.08it/s]
Average Loss = 535.16:  12%|█▏        | 3049/25000 [00:22<02:40, 137.08it/s]
Average Loss = 535.13:  12%|█▏        | 3049/25000 [00:22<02:40, 137.08it/s]
Average Loss = 535.13:  12%|█▏        | 3049/25000 [00:22<02:40, 137.08it/s]
Average Loss = 535.13:  12%|█▏        | 3063/25000 [00:22<02:39, 137.16it/s]
Average Loss = 534.28:  12%|█▏        | 3063/25000 [00:22<02:39, 137.16it/s]
Average Loss = 534.28:  12%|█▏        | 3063/25000 [00:22<02:39, 137.16it/s]
Average Loss = 534.28:  12%|█▏        | 3077/25000 [00:22<02:39, 137.51it/s]
Average Loss = 533.01:  12%|█▏        | 3077/25000 [00:22<02:39, 137.51it/s]
Average Loss = 533.01:  12%|█▏        | 3077/25000 [00:22<02:39, 137.51it/s]
Average Loss = 530.29:  12%|█▏        | 3077/25000 [00:22<02:39, 137.51it/s]
Average Loss = 530.29:  12%|█▏        | 3077/25000 [00:22<02:39, 137.51it/s]
Average Loss = 530.29:  12%|█▏        | 3091/25000 [00:22<02:39, 137.74it/s]
Average Loss = 529.25:  12%|█▏        | 3091/25000 [00:22<02:39, 137.74it/s]
Average Loss = 529.25:  12%|█▏        | 3091/25000 [00:22<02:39, 137.74it/s]
Average Loss = 529.25:  12%|█▏        | 3105/25000 [00:22<02:38, 137.86it/s]
Average Loss = 528.62:  12%|█▏        | 3105/25000 [00:22<02:38, 137.86it/s]
Average Loss = 528.62:  12%|█▏        | 3105/25000 [00:22<02:38, 137.86it/s]
Average Loss = 528.62:  12%|█▏        | 3119/25000 [00:22<02:38, 138.33it/s]
Average Loss = 527.65:  12%|█▏        | 3119/25000 [00:22<02:38, 138.33it/s]
Average Loss = 527.65:  12%|█▏        | 3119/25000 [00:22<02:38, 138.33it/s]
Average Loss = 525.65:  12%|█▏        | 3119/25000 [00:22<02:38, 138.33it/s]
Average Loss = 525.65:  12%|█▏        | 3119/25000 [00:22<02:38, 138.33it/s]
Average Loss = 525.65:  13%|█▎        | 3133/25000 [00:22<02:38, 138.07it/s]
Average Loss = 525.09:  13%|█▎        | 3133/25000 [00:22<02:38, 138.07it/s]
Average Loss = 525.09:  13%|█▎        | 3133/25000 [00:22<02:38, 138.07it/s]
Average Loss = 525.09:  13%|█▎        | 3147/25000 [00:23<02:37, 138.56it/s]
Average Loss = 523.61:  13%|█▎        | 3147/25000 [00:23<02:37, 138.56it/s]
Average Loss = 523.61:  13%|█▎        | 3147/25000 [00:23<02:37, 138.56it/s]
Average Loss = 522.29:  13%|█▎        | 3147/25000 [00:23<02:37, 138.56it/s]
Average Loss = 522.29:  13%|█▎        | 3147/25000 [00:23<02:37, 138.56it/s]
Average Loss = 522.29:  13%|█▎        | 3161/25000 [00:23<02:37, 138.61it/s]
Average Loss = 523.92:  13%|█▎        | 3161/25000 [00:23<02:37, 138.61it/s]
Average Loss = 523.92:  13%|█▎        | 3161/25000 [00:23<02:37, 138.61it/s]
Average Loss = 523.92:  13%|█▎        | 3175/25000 [00:23<02:37, 138.62it/s]
Average Loss = 523.48:  13%|█▎        | 3175/25000 [00:23<02:37, 138.62it/s]
Average Loss = 523.48:  13%|█▎        | 3175/25000 [00:23<02:37, 138.62it/s]
Average Loss = 523.48:  13%|█▎        | 3189/25000 [00:23<02:37, 138.64it/s]
Average Loss = 523.35:  13%|█▎        | 3189/25000 [00:23<02:37, 138.64it/s]
Average Loss = 523.35:  13%|█▎        | 3189/25000 [00:23<02:37, 138.64it/s]
Average Loss = 522.16:  13%|█▎        | 3189/25000 [00:23<02:37, 138.64it/s]
Average Loss = 522.16:  13%|█▎        | 3189/25000 [00:23<02:37, 138.64it/s]
Average Loss = 522.16:  13%|█▎        | 3203/25000 [00:23<02:37, 138.31it/s]
Average Loss = 521.15:  13%|█▎        | 3203/25000 [00:23<02:37, 138.31it/s]
Average Loss = 521.15:  13%|█▎        | 3203/25000 [00:23<02:37, 138.31it/s]
Average Loss = 521.15:  13%|█▎        | 3217/25000 [00:23<02:37, 138.56it/s]
Average Loss = 519.73:  13%|█▎        | 3217/25000 [00:23<02:37, 138.56it/s]
Average Loss = 519.73:  13%|█▎        | 3217/25000 [00:23<02:37, 138.56it/s]
Average Loss = 519.62:  13%|█▎        | 3217/25000 [00:23<02:37, 138.56it/s]
Average Loss = 519.62:  13%|█▎        | 3217/25000 [00:23<02:37, 138.56it/s]
Average Loss = 519.62:  13%|█▎        | 3231/25000 [00:23<02:37, 138.60it/s]
Average Loss = 519.33:  13%|█▎        | 3231/25000 [00:23<02:37, 138.60it/s]
Average Loss = 519.33:  13%|█▎        | 3231/25000 [00:23<02:37, 138.60it/s]
Average Loss = 519.33:  13%|█▎        | 3245/25000 [00:23<02:36, 138.69it/s]
Average Loss = 519.29:  13%|█▎        | 3245/25000 [00:23<02:36, 138.69it/s]
Average Loss = 519.29:  13%|█▎        | 3245/25000 [00:23<02:36, 138.69it/s]
Average Loss = 519.29:  13%|█▎        | 3259/25000 [00:23<02:36, 138.77it/s]
Average Loss = 519.33:  13%|█▎        | 3259/25000 [00:23<02:36, 138.77it/s]
Average Loss = 519.33:  13%|█▎        | 3259/25000 [00:23<02:36, 138.77it/s]
Average Loss = 519.24:  13%|█▎        | 3259/25000 [00:23<02:36, 138.77it/s]
Average Loss = 519.24:  13%|█▎        | 3259/25000 [00:23<02:36, 138.77it/s]
Average Loss = 519.24:  13%|█▎        | 3273/25000 [00:23<02:37, 138.35it/s]
Average Loss = 518.94:  13%|█▎        | 3273/25000 [00:24<02:37, 138.35it/s]
Average Loss = 518.94:  13%|█▎        | 3273/25000 [00:24<02:37, 138.35it/s]
Average Loss = 518.94:  13%|█▎        | 3287/25000 [00:24<02:37, 137.71it/s]
Average Loss = 518.39:  13%|█▎        | 3287/25000 [00:24<02:37, 137.71it/s]
Average Loss = 518.39:  13%|█▎        | 3287/25000 [00:24<02:37, 137.71it/s]
Average Loss = 518.62:  13%|█▎        | 3287/25000 [00:24<02:37, 137.71it/s]
Average Loss = 518.62:  13%|█▎        | 3287/25000 [00:24<02:37, 137.71it/s]
Average Loss = 518.62:  13%|█▎        | 3301/25000 [00:24<02:37, 137.60it/s]
Average Loss = 517.9:  13%|█▎        | 3301/25000 [00:24<02:37, 137.60it/s] 
Average Loss = 517.9:  13%|█▎        | 3301/25000 [00:24<02:37, 137.60it/s]
Average Loss = 517.9:  13%|█▎        | 3315/25000 [00:24<02:38, 136.41it/s]
Average Loss = 516.8:  13%|█▎        | 3315/25000 [00:24<02:38, 136.41it/s]
Average Loss = 516.8:  13%|█▎        | 3315/25000 [00:24<02:38, 136.41it/s]
Average Loss = 516.8:  13%|█▎        | 3329/25000 [00:24<02:38, 136.90it/s]
Average Loss = 516.26:  13%|█▎        | 3329/25000 [00:24<02:38, 136.90it/s]
Average Loss = 516.26:  13%|█▎        | 3329/25000 [00:24<02:38, 136.90it/s]
Average Loss = 515.61:  13%|█▎        | 3329/25000 [00:24<02:38, 136.90it/s]
Average Loss = 515.61:  13%|█▎        | 3329/25000 [00:24<02:38, 136.90it/s]
Average Loss = 515.61:  13%|█▎        | 3343/25000 [00:24<02:37, 137.27it/s]
Average Loss = 515.21:  13%|█▎        | 3343/25000 [00:24<02:37, 137.27it/s]
Average Loss = 515.21:  13%|█▎        | 3343/25000 [00:24<02:37, 137.27it/s]
Average Loss = 515.21:  13%|█▎        | 3357/25000 [00:24<02:37, 137.50it/s]
Average Loss = 514.25:  13%|█▎        | 3357/25000 [00:24<02:37, 137.50it/s]
Average Loss = 514.25:  13%|█▎        | 3357/25000 [00:24<02:37, 137.50it/s]
Average Loss = 513.83:  13%|█▎        | 3357/25000 [00:24<02:37, 137.50it/s]
Average Loss = 513.83:  13%|█▎        | 3357/25000 [00:24<02:37, 137.50it/s]
Average Loss = 513.83:  13%|█▎        | 3371/25000 [00:24<02:36, 137.87it/s]
Average Loss = 513.37:  13%|█▎        | 3371/25000 [00:24<02:36, 137.87it/s]
Average Loss = 513.37:  13%|█▎        | 3371/25000 [00:24<02:36, 137.87it/s]
Average Loss = 513.37:  14%|█▎        | 3385/25000 [00:24<02:36, 137.76it/s]
Average Loss = 512.83:  14%|█▎        | 3385/25000 [00:24<02:36, 137.76it/s]
Average Loss = 512.83:  14%|█▎        | 3385/25000 [00:24<02:36, 137.76it/s]
Average Loss = 512.83:  14%|█▎        | 3399/25000 [00:24<02:36, 137.69it/s]
Average Loss = 512.64:  14%|█▎        | 3399/25000 [00:24<02:36, 137.69it/s]
Average Loss = 512.64:  14%|█▎        | 3399/25000 [00:24<02:36, 137.69it/s]
Average Loss = 512.62:  14%|█▎        | 3399/25000 [00:24<02:36, 137.69it/s]
Average Loss = 512.62:  14%|█▎        | 3399/25000 [00:24<02:36, 137.69it/s]
Average Loss = 512.62:  14%|█▎        | 3413/25000 [00:24<02:36, 137.66it/s]
Average Loss = 511.9:  14%|█▎        | 3413/25000 [00:25<02:36, 137.66it/s] 
Average Loss = 511.9:  14%|█▎        | 3413/25000 [00:25<02:36, 137.66it/s]
Average Loss = 511.9:  14%|█▎        | 3427/25000 [00:25<02:36, 137.72it/s]
Average Loss = 511.31:  14%|█▎        | 3427/25000 [00:25<02:36, 137.72it/s]
Average Loss = 511.31:  14%|█▎        | 3427/25000 [00:25<02:36, 137.72it/s]
Average Loss = 500.57:  14%|█▎        | 3427/25000 [00:25<02:36, 137.72it/s]
Average Loss = 500.57:  14%|█▎        | 3427/25000 [00:25<02:36, 137.72it/s]
Average Loss = 500.57:  14%|█▍        | 3441/25000 [00:25<02:36, 137.70it/s]
Average Loss = 500.63:  14%|█▍        | 3441/25000 [00:25<02:36, 137.70it/s]
Average Loss = 500.63:  14%|█▍        | 3441/25000 [00:25<02:36, 137.70it/s]
Average Loss = 500.63:  14%|█▍        | 3455/25000 [00:25<02:36, 137.51it/s]
Average Loss = 501.93:  14%|█▍        | 3455/25000 [00:25<02:36, 137.51it/s]
Average Loss = 501.93:  14%|█▍        | 3455/25000 [00:25<02:36, 137.51it/s]
Average Loss = 501.93:  14%|█▍        | 3469/25000 [00:25<02:36, 137.56it/s]
Average Loss = 502.08:  14%|█▍        | 3469/25000 [00:25<02:36, 137.56it/s]
Average Loss = 502.08:  14%|█▍        | 3469/25000 [00:25<02:36, 137.56it/s]
Average Loss = 501.44:  14%|█▍        | 3469/25000 [00:25<02:36, 137.56it/s]
Average Loss = 501.44:  14%|█▍        | 3469/25000 [00:25<02:36, 137.56it/s]
Average Loss = 501.44:  14%|█▍        | 3483/25000 [00:25<02:36, 137.34it/s]
Average Loss = 501.03:  14%|█▍        | 3483/25000 [00:25<02:36, 137.34it/s]
Average Loss = 501.03:  14%|█▍        | 3483/25000 [00:25<02:36, 137.34it/s]
Average Loss = 501.03:  14%|█▍        | 3497/25000 [00:25<02:36, 137.50it/s]
Average Loss = 501.07:  14%|█▍        | 3497/25000 [00:25<02:36, 137.50it/s]
Average Loss = 501.07:  14%|█▍        | 3497/25000 [00:25<02:36, 137.50it/s]
Average Loss = 501.06:  14%|█▍        | 3497/25000 [00:25<02:36, 137.50it/s]
Average Loss = 501.06:  14%|█▍        | 3497/25000 [00:25<02:36, 137.50it/s]
Average Loss = 501.06:  14%|█▍        | 3511/25000 [00:25<02:35, 137.78it/s]
Average Loss = 500.65:  14%|█▍        | 3511/25000 [00:25<02:35, 137.78it/s]
Average Loss = 500.65:  14%|█▍        | 3511/25000 [00:25<02:35, 137.78it/s]
Average Loss = 500.65:  14%|█▍        | 3525/25000 [00:25<02:35, 137.92it/s]
Average Loss = 500.45:  14%|█▍        | 3525/25000 [00:25<02:35, 137.92it/s]
Average Loss = 500.45:  14%|█▍        | 3525/25000 [00:25<02:35, 137.92it/s]
Average Loss = 500.45:  14%|█▍        | 3539/25000 [00:25<02:35, 138.11it/s]
Average Loss = 500.93:  14%|█▍        | 3539/25000 [00:25<02:35, 138.11it/s]
Average Loss = 500.93:  14%|█▍        | 3539/25000 [00:25<02:35, 138.11it/s]
Average Loss = 502.26:  14%|█▍        | 3539/25000 [00:25<02:35, 138.11it/s]
Average Loss = 502.26:  14%|█▍        | 3539/25000 [00:25<02:35, 138.11it/s]
Average Loss = 502.26:  14%|█▍        | 3553/25000 [00:25<02:35, 137.88it/s]
Average Loss = 501.59:  14%|█▍        | 3553/25000 [00:26<02:35, 137.88it/s]
Average Loss = 501.59:  14%|█▍        | 3553/25000 [00:26<02:35, 137.88it/s]
Average Loss = 501.59:  14%|█▍        | 3567/25000 [00:26<02:35, 137.77it/s]
Average Loss = 500:  14%|█▍        | 3567/25000 [00:26<02:35, 137.77it/s]   
Average Loss = 500:  14%|█▍        | 3567/25000 [00:26<02:35, 137.77it/s]
Average Loss = 499.2:  14%|█▍        | 3567/25000 [00:26<02:35, 137.77it/s]
Average Loss = 499.2:  14%|█▍        | 3567/25000 [00:26<02:35, 137.77it/s]
Average Loss = 499.2:  14%|█▍        | 3581/25000 [00:26<02:35, 137.64it/s]
Average Loss = 498.58:  14%|█▍        | 3581/25000 [00:26<02:35, 137.64it/s]
Average Loss = 498.58:  14%|█▍        | 3581/25000 [00:26<02:35, 137.64it/s]
Average Loss = 498.58:  14%|█▍        | 3595/25000 [00:26<02:36, 136.58it/s]
Average Loss = 499.52:  14%|█▍        | 3595/25000 [00:26<02:36, 136.58it/s]
Average Loss = 499.52:  14%|█▍        | 3595/25000 [00:26<02:36, 136.58it/s]
Average Loss = 499.52:  14%|█▍        | 3609/25000 [00:26<02:35, 137.15it/s]
Average Loss = 498.16:  14%|█▍        | 3609/25000 [00:26<02:35, 137.15it/s]
Average Loss = 498.16:  14%|█▍        | 3609/25000 [00:26<02:35, 137.15it/s]
Average Loss = 498.59:  14%|█▍        | 3609/25000 [00:26<02:35, 137.15it/s]
Average Loss = 498.59:  14%|█▍        | 3609/25000 [00:26<02:35, 137.15it/s]
Average Loss = 498.59:  14%|█▍        | 3623/25000 [00:26<02:35, 137.25it/s]
Average Loss = 498.33:  14%|█▍        | 3623/25000 [00:26<02:35, 137.25it/s]
Average Loss = 498.33:  14%|█▍        | 3623/25000 [00:26<02:35, 137.25it/s]
Average Loss = 498.33:  15%|█▍        | 3637/25000 [00:26<02:35, 137.26it/s]
Average Loss = 497.8:  15%|█▍        | 3637/25000 [00:26<02:35, 137.26it/s] 
Average Loss = 497.8:  15%|█▍        | 3637/25000 [00:26<02:35, 137.26it/s]
Average Loss = 497.03:  15%|█▍        | 3637/25000 [00:26<02:35, 137.26it/s]
Average Loss = 497.03:  15%|█▍        | 3637/25000 [00:26<02:35, 137.26it/s]
Average Loss = 497.03:  15%|█▍        | 3651/25000 [00:26<02:35, 137.32it/s]
Average Loss = 496.09:  15%|█▍        | 3651/25000 [00:26<02:35, 137.32it/s]
Average Loss = 496.09:  15%|█▍        | 3651/25000 [00:26<02:35, 137.32it/s]
Average Loss = 496.09:  15%|█▍        | 3665/25000 [00:26<02:35, 137.23it/s]
Average Loss = 495.53:  15%|█▍        | 3665/25000 [00:26<02:35, 137.23it/s]
Average Loss = 495.53:  15%|█▍        | 3665/25000 [00:26<02:35, 137.23it/s]
Average Loss = 495.53:  15%|█▍        | 3679/25000 [00:26<02:34, 137.66it/s]
Average Loss = 494.78:  15%|█▍        | 3679/25000 [00:26<02:34, 137.66it/s]
Average Loss = 494.78:  15%|█▍        | 3679/25000 [00:26<02:34, 137.66it/s]
Average Loss = 495:  15%|█▍        | 3679/25000 [00:26<02:34, 137.66it/s]   
Average Loss = 495:  15%|█▍        | 3679/25000 [00:26<02:34, 137.66it/s]
Average Loss = 495:  15%|█▍        | 3693/25000 [00:27<02:34, 137.56it/s]
Average Loss = 493.53:  15%|█▍        | 3693/25000 [00:27<02:34, 137.56it/s]
Average Loss = 493.53:  15%|█▍        | 3693/25000 [00:27<02:34, 137.56it/s]
Average Loss = 493.53:  15%|█▍        | 3707/25000 [00:27<02:34, 137.48it/s]
Average Loss = 491.03:  15%|█▍        | 3707/25000 [00:27<02:34, 137.48it/s]
Average Loss = 491.03:  15%|█▍        | 3707/25000 [00:27<02:34, 137.48it/s]
Average Loss = 489.83:  15%|█▍        | 3707/25000 [00:27<02:34, 137.48it/s]
Average Loss = 489.83:  15%|█▍        | 3707/25000 [00:27<02:34, 137.48it/s]
Average Loss = 489.83:  15%|█▍        | 3721/25000 [00:27<02:34, 137.75it/s]
Average Loss = 489.34:  15%|█▍        | 3721/25000 [00:27<02:34, 137.75it/s]
Average Loss = 489.34:  15%|█▍        | 3721/25000 [00:27<02:34, 137.75it/s]
Average Loss = 489.34:  15%|█▍        | 3735/25000 [00:27<02:34, 138.02it/s]
Average Loss = 489.71:  15%|█▍        | 3735/25000 [00:27<02:34, 138.02it/s]
Average Loss = 489.71:  15%|█▍        | 3735/25000 [00:27<02:34, 138.02it/s]
Average Loss = 489.71:  15%|█▍        | 3749/25000 [00:27<02:33, 138.16it/s]
Average Loss = 489.35:  15%|█▍        | 3749/25000 [00:27<02:33, 138.16it/s]
Average Loss = 489.35:  15%|█▍        | 3749/25000 [00:27<02:33, 138.16it/s]
Average Loss = 488.98:  15%|█▍        | 3749/25000 [00:27<02:33, 138.16it/s]
Average Loss = 488.98:  15%|█▍        | 3749/25000 [00:27<02:33, 138.16it/s]
Average Loss = 488.98:  15%|█▌        | 3763/25000 [00:27<02:33, 138.13it/s]
Average Loss = 488.76:  15%|█▌        | 3763/25000 [00:27<02:33, 138.13it/s]
Average Loss = 488.76:  15%|█▌        | 3763/25000 [00:27<02:33, 138.13it/s]
Average Loss = 488.76:  15%|█▌        | 3777/25000 [00:27<02:33, 138.23it/s]
Average Loss = 488.66:  15%|█▌        | 3777/25000 [00:27<02:33, 138.23it/s]
Average Loss = 488.66:  15%|█▌        | 3777/25000 [00:27<02:33, 138.23it/s]
Average Loss = 489.18:  15%|█▌        | 3777/25000 [00:27<02:33, 138.23it/s]
Average Loss = 489.18:  15%|█▌        | 3777/25000 [00:27<02:33, 138.23it/s]
Average Loss = 489.18:  15%|█▌        | 3791/25000 [00:27<02:33, 138.39it/s]
Average Loss = 488.25:  15%|█▌        | 3791/25000 [00:27<02:33, 138.39it/s]
Average Loss = 488.25:  15%|█▌        | 3791/25000 [00:27<02:33, 138.39it/s]
Average Loss = 488.25:  15%|█▌        | 3805/25000 [00:27<02:33, 138.29it/s]
Average Loss = 487.96:  15%|█▌        | 3805/25000 [00:27<02:33, 138.29it/s]
Average Loss = 487.96:  15%|█▌        | 3805/25000 [00:27<02:33, 138.29it/s]
Average Loss = 487.96:  15%|█▌        | 3819/25000 [00:27<02:32, 138.47it/s]
Average Loss = 486.86:  15%|█▌        | 3819/25000 [00:27<02:32, 138.47it/s]
Average Loss = 486.86:  15%|█▌        | 3819/25000 [00:27<02:32, 138.47it/s]
Average Loss = 484.72:  15%|█▌        | 3819/25000 [00:28<02:32, 138.47it/s]
Average Loss = 484.72:  15%|█▌        | 3819/25000 [00:28<02:32, 138.47it/s]
Average Loss = 484.72:  15%|█▌        | 3833/25000 [00:28<02:33, 138.05it/s]
Average Loss = 482.64:  15%|█▌        | 3833/25000 [00:28<02:33, 138.05it/s]
Average Loss = 482.64:  15%|█▌        | 3833/25000 [00:28<02:33, 138.05it/s]
Average Loss = 482.64:  15%|█▌        | 3847/25000 [00:28<02:33, 138.14it/s]
Average Loss = 482.79:  15%|█▌        | 3847/25000 [00:28<02:33, 138.14it/s]
Average Loss = 482.79:  15%|█▌        | 3847/25000 [00:28<02:33, 138.14it/s]
Average Loss = 482.24:  15%|█▌        | 3847/25000 [00:28<02:33, 138.14it/s]
Average Loss = 482.24:  15%|█▌        | 3847/25000 [00:28<02:33, 138.14it/s]
Average Loss = 482.24:  15%|█▌        | 3861/25000 [00:28<02:33, 137.86it/s]
Average Loss = 481.04:  15%|█▌        | 3861/25000 [00:28<02:33, 137.86it/s]
Average Loss = 481.04:  15%|█▌        | 3861/25000 [00:28<02:33, 137.86it/s]
Average Loss = 481.04:  16%|█▌        | 3875/25000 [00:28<02:33, 138.06it/s]
Average Loss = 481.74:  16%|█▌        | 3875/25000 [00:28<02:33, 138.06it/s]
Average Loss = 481.74:  16%|█▌        | 3875/25000 [00:28<02:33, 138.06it/s]
Average Loss = 481.74:  16%|█▌        | 3889/25000 [00:28<02:32, 138.33it/s]
Average Loss = 480.89:  16%|█▌        | 3889/25000 [00:28<02:32, 138.33it/s]
Average Loss = 480.89:  16%|█▌        | 3889/25000 [00:28<02:32, 138.33it/s]
Average Loss = 490.97:  16%|█▌        | 3889/25000 [00:28<02:32, 138.33it/s]
Average Loss = 490.97:  16%|█▌        | 3889/25000 [00:28<02:32, 138.33it/s]
Average Loss = 490.97:  16%|█▌        | 3903/25000 [00:28<02:32, 138.04it/s]
Average Loss = 491.61:  16%|█▌        | 3903/25000 [00:28<02:32, 138.04it/s]
Average Loss = 491.61:  16%|█▌        | 3903/25000 [00:28<02:32, 138.04it/s]
Average Loss = 491.61:  16%|█▌        | 3917/25000 [00:28<02:32, 138.44it/s]
Average Loss = 490.88:  16%|█▌        | 3917/25000 [00:28<02:32, 138.44it/s]
Average Loss = 490.88:  16%|█▌        | 3917/25000 [00:28<02:32, 138.44it/s]
Average Loss = 490.16:  16%|█▌        | 3917/25000 [00:28<02:32, 138.44it/s]
Average Loss = 490.16:  16%|█▌        | 3917/25000 [00:28<02:32, 138.44it/s]
Average Loss = 490.16:  16%|█▌        | 3931/25000 [00:28<02:31, 138.66it/s]
Average Loss = 489.67:  16%|█▌        | 3931/25000 [00:28<02:31, 138.66it/s]
Average Loss = 489.67:  16%|█▌        | 3931/25000 [00:28<02:31, 138.66it/s]
Average Loss = 489.67:  16%|█▌        | 3945/25000 [00:28<02:31, 138.61it/s]
Average Loss = 489.06:  16%|█▌        | 3945/25000 [00:28<02:31, 138.61it/s]
Average Loss = 489.06:  16%|█▌        | 3945/25000 [00:28<02:31, 138.61it/s]
Average Loss = 489.06:  16%|█▌        | 3959/25000 [00:28<02:31, 138.73it/s]
Average Loss = 488.47:  16%|█▌        | 3959/25000 [00:28<02:31, 138.73it/s]
Average Loss = 488.47:  16%|█▌        | 3959/25000 [00:28<02:31, 138.73it/s]
Average Loss = 488.3:  16%|█▌        | 3959/25000 [00:29<02:31, 138.73it/s] 
Average Loss = 488.3:  16%|█▌        | 3959/25000 [00:29<02:31, 138.73it/s]
Average Loss = 488.3:  16%|█▌        | 3973/25000 [00:29<02:31, 138.44it/s]
Average Loss = 488.01:  16%|█▌        | 3973/25000 [00:29<02:31, 138.44it/s]
Average Loss = 488.01:  16%|█▌        | 3973/25000 [00:29<02:31, 138.44it/s]
Average Loss = 488.01:  16%|█▌        | 3987/25000 [00:29<02:31, 138.57it/s]
Average Loss = 486.73:  16%|█▌        | 3987/25000 [00:29<02:31, 138.57it/s]
Average Loss = 486.73:  16%|█▌        | 3987/25000 [00:29<02:31, 138.57it/s]
Average Loss = 486.65:  16%|█▌        | 3987/25000 [00:29<02:31, 138.57it/s]
Average Loss = 486.65:  16%|█▌        | 3987/25000 [00:29<02:31, 138.57it/s]
Average Loss = 486.65:  16%|█▌        | 4001/25000 [00:29<02:31, 138.24it/s]
Average Loss = 486.63:  16%|█▌        | 4001/25000 [00:29<02:31, 138.24it/s]
Average Loss = 486.63:  16%|█▌        | 4001/25000 [00:29<02:31, 138.24it/s]
Average Loss = 486.63:  16%|█▌        | 4015/25000 [00:29<02:31, 138.21it/s]
Average Loss = 486.16:  16%|█▌        | 4015/25000 [00:29<02:31, 138.21it/s]
Average Loss = 486.16:  16%|█▌        | 4015/25000 [00:29<02:31, 138.21it/s]
Average Loss = 486.16:  16%|█▌        | 4030/25000 [00:29<02:31, 138.75it/s]
Average Loss = 484.51:  16%|█▌        | 4030/25000 [00:29<02:31, 138.75it/s]
Average Loss = 484.51:  16%|█▌        | 4030/25000 [00:29<02:31, 138.75it/s]
Average Loss = 484.41:  16%|█▌        | 4030/25000 [00:29<02:31, 138.75it/s]
Average Loss = 484.41:  16%|█▌        | 4030/25000 [00:29<02:31, 138.75it/s]
Average Loss = 484.41:  16%|█▌        | 4044/25000 [00:29<02:31, 138.50it/s]
Average Loss = 485.29:  16%|█▌        | 4044/25000 [00:29<02:31, 138.50it/s]
Average Loss = 485.29:  16%|█▌        | 4044/25000 [00:29<02:31, 138.50it/s]
Average Loss = 485.29:  16%|█▌        | 4058/25000 [00:29<02:30, 138.85it/s]
Average Loss = 484.08:  16%|█▌        | 4058/25000 [00:29<02:30, 138.85it/s]
Average Loss = 484.08:  16%|█▌        | 4058/25000 [00:29<02:30, 138.85it/s]
Average Loss = 484.23:  16%|█▌        | 4058/25000 [00:29<02:30, 138.85it/s]
Average Loss = 484.23:  16%|█▌        | 4058/25000 [00:29<02:30, 138.85it/s]
Average Loss = 484.23:  16%|█▋        | 4072/25000 [00:29<02:30, 138.63it/s]
Average Loss = 484.72:  16%|█▋        | 4072/25000 [00:29<02:30, 138.63it/s]
Average Loss = 484.72:  16%|█▋        | 4072/25000 [00:29<02:30, 138.63it/s]
Average Loss = 484.72:  16%|█▋        | 4086/25000 [00:29<02:30, 138.84it/s]
Average Loss = 485.73:  16%|█▋        | 4086/25000 [00:29<02:30, 138.84it/s]
Average Loss = 485.73:  16%|█▋        | 4086/25000 [00:29<02:30, 138.84it/s]
Average Loss = 485.73:  16%|█▋        | 4100/25000 [00:29<02:30, 139.01it/s]
Average Loss = 485.11:  16%|█▋        | 4100/25000 [00:29<02:30, 139.01it/s]
Average Loss = 485.11:  16%|█▋        | 4100/25000 [00:29<02:30, 139.01it/s]
Average Loss = 485.37:  16%|█▋        | 4100/25000 [00:30<02:30, 139.01it/s]
Average Loss = 485.37:  16%|█▋        | 4100/25000 [00:30<02:30, 139.01it/s]
Average Loss = 485.37:  16%|█▋        | 4114/25000 [00:30<02:30, 138.68it/s]
Average Loss = 484.63:  16%|█▋        | 4114/25000 [00:30<02:30, 138.68it/s]
Average Loss = 484.63:  16%|█▋        | 4114/25000 [00:30<02:30, 138.68it/s]
Average Loss = 484.63:  17%|█▋        | 4128/25000 [00:30<02:30, 138.84it/s]
Average Loss = 485.06:  17%|█▋        | 4128/25000 [00:30<02:30, 138.84it/s]
Average Loss = 485.06:  17%|█▋        | 4128/25000 [00:30<02:30, 138.84it/s]
Average Loss = 485.4:  17%|█▋        | 4128/25000 [00:30<02:30, 138.84it/s] 
Average Loss = 485.4:  17%|█▋        | 4128/25000 [00:30<02:30, 138.84it/s]
Average Loss = 485.4:  17%|█▋        | 4142/25000 [00:30<02:31, 137.85it/s]
Average Loss = 484.92:  17%|█▋        | 4142/25000 [00:30<02:31, 137.85it/s]
Average Loss = 484.92:  17%|█▋        | 4142/25000 [00:30<02:31, 137.85it/s]
Average Loss = 484.92:  17%|█▋        | 4156/25000 [00:30<02:30, 138.36it/s]
Average Loss = 485.1:  17%|█▋        | 4156/25000 [00:30<02:30, 138.36it/s] 
Average Loss = 485.1:  17%|█▋        | 4156/25000 [00:30<02:30, 138.36it/s]
Average Loss = 485.1:  17%|█▋        | 4170/25000 [00:30<02:30, 138.57it/s]
Average Loss = 482.54:  17%|█▋        | 4170/25000 [00:30<02:30, 138.57it/s]
Average Loss = 482.54:  17%|█▋        | 4170/25000 [00:30<02:30, 138.57it/s]
Average Loss = 482.45:  17%|█▋        | 4170/25000 [00:30<02:30, 138.57it/s]
Average Loss = 482.45:  17%|█▋        | 4170/25000 [00:30<02:30, 138.57it/s]
Average Loss = 482.45:  17%|█▋        | 4184/25000 [00:30<02:30, 138.76it/s]
Average Loss = 482.24:  17%|█▋        | 4184/25000 [00:30<02:30, 138.76it/s]
Average Loss = 482.24:  17%|█▋        | 4184/25000 [00:30<02:30, 138.76it/s]
Average Loss = 482.24:  17%|█▋        | 4198/25000 [00:30<02:29, 138.94it/s]
Average Loss = 482.2:  17%|█▋        | 4198/25000 [00:30<02:29, 138.94it/s] 
Average Loss = 482.2:  17%|█▋        | 4198/25000 [00:30<02:29, 138.94it/s]
Average Loss = 481.63:  17%|█▋        | 4198/25000 [00:30<02:29, 138.94it/s]
Average Loss = 481.63:  17%|█▋        | 4198/25000 [00:30<02:29, 138.94it/s]
Average Loss = 481.63:  17%|█▋        | 4212/25000 [00:30<02:30, 138.50it/s]
Average Loss = 482.01:  17%|█▋        | 4212/25000 [00:30<02:30, 138.50it/s]
Average Loss = 482.01:  17%|█▋        | 4212/25000 [00:30<02:30, 138.50it/s]
Average Loss = 482.01:  17%|█▋        | 4226/25000 [00:30<02:29, 138.84it/s]
Average Loss = 481.64:  17%|█▋        | 4226/25000 [00:30<02:29, 138.84it/s]
Average Loss = 481.64:  17%|█▋        | 4226/25000 [00:30<02:29, 138.84it/s]
Average Loss = 481.64:  17%|█▋        | 4240/25000 [00:30<02:31, 136.78it/s]
Average Loss = 480.68:  17%|█▋        | 4240/25000 [00:30<02:31, 136.78it/s]
Average Loss = 480.68:  17%|█▋        | 4240/25000 [00:30<02:31, 136.78it/s]
Average Loss = 480.02:  17%|█▋        | 4240/25000 [00:31<02:31, 136.78it/s]
Average Loss = 480.02:  17%|█▋        | 4240/25000 [00:31<02:31, 136.78it/s]
Average Loss = 480.02:  17%|█▋        | 4254/25000 [00:31<02:30, 137.64it/s]
Average Loss = 479.98:  17%|█▋        | 4254/25000 [00:31<02:30, 137.64it/s]
Average Loss = 479.98:  17%|█▋        | 4254/25000 [00:31<02:30, 137.64it/s]
Average Loss = 479.98:  17%|█▋        | 4268/25000 [00:31<02:29, 138.32it/s]
Average Loss = 480.04:  17%|█▋        | 4268/25000 [00:31<02:29, 138.32it/s]
Average Loss = 480.04:  17%|█▋        | 4268/25000 [00:31<02:29, 138.32it/s]
Average Loss = 479.64:  17%|█▋        | 4268/25000 [00:31<02:29, 138.32it/s]
Average Loss = 479.64:  17%|█▋        | 4268/25000 [00:31<02:29, 138.32it/s]
Average Loss = 479.64:  17%|█▋        | 4282/25000 [00:31<02:29, 138.17it/s]
Average Loss = 478.87:  17%|█▋        | 4282/25000 [00:31<02:29, 138.17it/s]
Average Loss = 478.87:  17%|█▋        | 4282/25000 [00:31<02:29, 138.17it/s]
Average Loss = 478.87:  17%|█▋        | 4296/25000 [00:31<02:29, 138.53it/s]
Average Loss = 477.66:  17%|█▋        | 4296/25000 [00:31<02:29, 138.53it/s]
Average Loss = 477.66:  17%|█▋        | 4296/25000 [00:31<02:29, 138.53it/s]
Average Loss = 477.66:  17%|█▋        | 4310/25000 [00:31<02:29, 138.66it/s]
Average Loss = 477.42:  17%|█▋        | 4310/25000 [00:31<02:29, 138.66it/s]
Average Loss = 477.42:  17%|█▋        | 4310/25000 [00:31<02:29, 138.66it/s]
Average Loss = 477.58:  17%|█▋        | 4310/25000 [00:31<02:29, 138.66it/s]
Average Loss = 477.58:  17%|█▋        | 4310/25000 [00:31<02:29, 138.66it/s]
Average Loss = 477.58:  17%|█▋        | 4324/25000 [00:31<02:29, 138.64it/s]
Average Loss = 476.97:  17%|█▋        | 4324/25000 [00:31<02:29, 138.64it/s]
Average Loss = 476.97:  17%|█▋        | 4324/25000 [00:31<02:29, 138.64it/s]
Average Loss = 476.97:  17%|█▋        | 4338/25000 [00:31<02:28, 138.84it/s]
Average Loss = 477.66:  17%|█▋        | 4338/25000 [00:31<02:28, 138.84it/s]
Average Loss = 477.66:  17%|█▋        | 4338/25000 [00:31<02:28, 138.84it/s]
Average Loss = 477.1:  17%|█▋        | 4338/25000 [00:31<02:28, 138.84it/s] 
Average Loss = 477.1:  17%|█▋        | 4338/25000 [00:31<02:28, 138.84it/s]
Average Loss = 477.1:  17%|█▋        | 4352/25000 [00:31<02:28, 138.87it/s]
Average Loss = 477.56:  17%|█▋        | 4352/25000 [00:31<02:28, 138.87it/s]
Average Loss = 477.56:  17%|█▋        | 4352/25000 [00:31<02:28, 138.87it/s]
Average Loss = 477.56:  17%|█▋        | 4366/25000 [00:31<02:28, 138.83it/s]
Average Loss = 476.75:  17%|█▋        | 4366/25000 [00:31<02:28, 138.83it/s]
Average Loss = 476.75:  17%|█▋        | 4366/25000 [00:31<02:28, 138.83it/s]
Average Loss = 476.75:  18%|█▊        | 4380/25000 [00:31<02:28, 138.85it/s]
Average Loss = 476.3:  18%|█▊        | 4380/25000 [00:31<02:28, 138.85it/s] 
Average Loss = 476.3:  18%|█▊        | 4380/25000 [00:31<02:28, 138.85it/s]
Average Loss = 475.85:  18%|█▊        | 4380/25000 [00:32<02:28, 138.85it/s]
Average Loss = 475.85:  18%|█▊        | 4380/25000 [00:32<02:28, 138.85it/s]
Average Loss = 475.85:  18%|█▊        | 4394/25000 [00:32<02:28, 138.80it/s]
Average Loss = 475.69:  18%|█▊        | 4394/25000 [00:32<02:28, 138.80it/s]
Average Loss = 475.69:  18%|█▊        | 4394/25000 [00:32<02:28, 138.80it/s]
Average Loss = 475.69:  18%|█▊        | 4408/25000 [00:32<02:30, 137.02it/s]
Average Loss = 474.78:  18%|█▊        | 4408/25000 [00:32<02:30, 137.02it/s]
Average Loss = 474.78:  18%|█▊        | 4408/25000 [00:32<02:30, 137.02it/s]
Average Loss = 474.02:  18%|█▊        | 4408/25000 [00:32<02:30, 137.02it/s]
Average Loss = 474.02:  18%|█▊        | 4408/25000 [00:32<02:30, 137.02it/s]
Average Loss = 474.02:  18%|█▊        | 4422/25000 [00:32<02:40, 128.40it/s]
Average Loss = 473.33:  18%|█▊        | 4422/25000 [00:32<02:40, 128.40it/s]
Average Loss = 473.33:  18%|█▊        | 4422/25000 [00:32<02:40, 128.40it/s]
Average Loss = 473.33:  18%|█▊        | 4435/25000 [00:32<02:41, 127.69it/s]
Average Loss = 472.89:  18%|█▊        | 4435/25000 [00:32<02:41, 127.69it/s]
Average Loss = 472.89:  18%|█▊        | 4435/25000 [00:32<02:41, 127.69it/s]
Average Loss = 471.86:  18%|█▊        | 4435/25000 [00:32<02:41, 127.69it/s]
Average Loss = 471.86:  18%|█▊        | 4435/25000 [00:32<02:41, 127.69it/s]
Average Loss = 471.86:  18%|█▊        | 4452/25000 [00:32<02:29, 137.56it/s]
Average Loss = 468.41:  18%|█▊        | 4452/25000 [00:32<02:29, 137.56it/s]
Average Loss = 468.41:  18%|█▊        | 4452/25000 [00:32<02:29, 137.56it/s]
Average Loss = 467.7:  18%|█▊        | 4452/25000 [00:32<02:29, 137.56it/s] 
Average Loss = 467.7:  18%|█▊        | 4452/25000 [00:32<02:29, 137.56it/s]
Average Loss = 467.7:  18%|█▊        | 4473/25000 [00:32<02:13, 153.22it/s]
Average Loss = 466.89:  18%|█▊        | 4473/25000 [00:32<02:13, 153.22it/s]
Average Loss = 466.89:  18%|█▊        | 4473/25000 [00:32<02:13, 153.22it/s]
Average Loss = 466.89:  18%|█▊        | 4490/25000 [00:32<02:22, 144.16it/s]
Average Loss = 466.64:  18%|█▊        | 4490/25000 [00:32<02:22, 144.16it/s]
Average Loss = 466.64:  18%|█▊        | 4490/25000 [00:32<02:22, 144.16it/s]
Average Loss = 466.9:  18%|█▊        | 4490/25000 [00:32<02:22, 144.16it/s] 
Average Loss = 466.9:  18%|█▊        | 4490/25000 [00:32<02:22, 144.16it/s]
Average Loss = 466.9:  18%|█▊        | 4506/25000 [00:32<02:28, 138.30it/s]
Average Loss = 466.75:  18%|█▊        | 4506/25000 [00:32<02:28, 138.30it/s]
Average Loss = 466.75:  18%|█▊        | 4506/25000 [00:32<02:28, 138.30it/s]
Average Loss = 466.53:  18%|█▊        | 4506/25000 [00:32<02:28, 138.30it/s]
Average Loss = 466.53:  18%|█▊        | 4506/25000 [00:32<02:28, 138.30it/s]
Average Loss = 466.53:  18%|█▊        | 4521/25000 [00:32<02:32, 134.01it/s]
Average Loss = 466.31:  18%|█▊        | 4521/25000 [00:33<02:32, 134.01it/s]
Average Loss = 466.31:  18%|█▊        | 4521/25000 [00:33<02:32, 134.01it/s]
Average Loss = 466.31:  18%|█▊        | 4535/25000 [00:33<02:35, 131.32it/s]
Average Loss = 465.33:  18%|█▊        | 4535/25000 [00:33<02:35, 131.32it/s]
Average Loss = 465.33:  18%|█▊        | 4535/25000 [00:33<02:35, 131.32it/s]
Average Loss = 464.44:  18%|█▊        | 4535/25000 [00:33<02:35, 131.32it/s]
Average Loss = 464.44:  18%|█▊        | 4535/25000 [00:33<02:35, 131.32it/s]
Average Loss = 464.44:  18%|█▊        | 4551/25000 [00:33<02:28, 138.04it/s]
Average Loss = 461.13:  18%|█▊        | 4551/25000 [00:33<02:28, 138.04it/s]
Average Loss = 461.13:  18%|█▊        | 4551/25000 [00:33<02:28, 138.04it/s]
Average Loss = 460.46:  18%|█▊        | 4551/25000 [00:33<02:28, 138.04it/s]
Average Loss = 460.46:  18%|█▊        | 4551/25000 [00:33<02:28, 138.04it/s]
Average Loss = 460.46:  18%|█▊        | 4574/25000 [00:33<02:11, 155.52it/s]
Average Loss = 460.51:  18%|█▊        | 4574/25000 [00:33<02:11, 155.52it/s]
Average Loss = 460.51:  18%|█▊        | 4574/25000 [00:33<02:11, 155.52it/s]
Average Loss = 459.75:  18%|█▊        | 4574/25000 [00:33<02:11, 155.52it/s]
Average Loss = 459.75:  18%|█▊        | 4574/25000 [00:33<02:11, 155.52it/s]
Average Loss = 459.75:  18%|█▊        | 4591/25000 [00:33<02:20, 145.17it/s]
Average Loss = 458.82:  18%|█▊        | 4591/25000 [00:33<02:20, 145.17it/s]
Average Loss = 458.82:  18%|█▊        | 4591/25000 [00:33<02:20, 145.17it/s]
Average Loss = 458.82:  18%|█▊        | 4607/25000 [00:33<02:26, 138.99it/s]
Average Loss = 458.76:  18%|█▊        | 4607/25000 [00:33<02:26, 138.99it/s]
Average Loss = 458.76:  18%|█▊        | 4607/25000 [00:33<02:26, 138.99it/s]
Average Loss = 457.83:  18%|█▊        | 4607/25000 [00:33<02:26, 138.99it/s]
Average Loss = 457.83:  18%|█▊        | 4607/25000 [00:33<02:26, 138.99it/s]
Average Loss = 457.83:  18%|█▊        | 4622/25000 [00:33<02:31, 134.67it/s]
Average Loss = 456.92:  18%|█▊        | 4622/25000 [00:33<02:31, 134.67it/s]
Average Loss = 456.92:  18%|█▊        | 4622/25000 [00:33<02:31, 134.67it/s]
Average Loss = 456.92:  19%|█▊        | 4636/25000 [00:33<02:34, 131.81it/s]
Average Loss = 456.64:  19%|█▊        | 4636/25000 [00:33<02:34, 131.81it/s]
Average Loss = 456.64:  19%|█▊        | 4636/25000 [00:33<02:34, 131.81it/s]
Average Loss = 456.86:  19%|█▊        | 4636/25000 [00:33<02:34, 131.81it/s]
Average Loss = 456.86:  19%|█▊        | 4636/25000 [00:33<02:34, 131.81it/s]
Average Loss = 456.86:  19%|█▊        | 4651/25000 [00:33<02:29, 136.01it/s]
Average Loss = 456.27:  19%|█▊        | 4651/25000 [00:33<02:29, 136.01it/s]
Average Loss = 456.27:  19%|█▊        | 4651/25000 [00:33<02:29, 136.01it/s]
Average Loss = 455.54:  19%|█▊        | 4651/25000 [00:33<02:29, 136.01it/s]
Average Loss = 455.54:  19%|█▊        | 4651/25000 [00:33<02:29, 136.01it/s]
Average Loss = 455.54:  19%|█▊        | 4673/25000 [00:33<02:13, 152.32it/s]
Average Loss = 455.84:  19%|█▊        | 4673/25000 [00:34<02:13, 152.32it/s]
Average Loss = 455.84:  19%|█▊        | 4673/25000 [00:34<02:13, 152.32it/s]
Average Loss = 455.84:  19%|█▉        | 4690/25000 [00:34<02:16, 148.52it/s]
Average Loss = 454.18:  19%|█▉        | 4690/25000 [00:34<02:16, 148.52it/s]
Average Loss = 454.18:  19%|█▉        | 4690/25000 [00:34<02:16, 148.52it/s]
Average Loss = 454.38:  19%|█▉        | 4690/25000 [00:34<02:16, 148.52it/s]
Average Loss = 454.38:  19%|█▉        | 4690/25000 [00:34<02:16, 148.52it/s]
Average Loss = 454.38:  19%|█▉        | 4706/25000 [00:34<02:20, 144.77it/s]
Average Loss = 453.4:  19%|█▉        | 4706/25000 [00:34<02:20, 144.77it/s] 
Average Loss = 453.4:  19%|█▉        | 4706/25000 [00:34<02:20, 144.77it/s]
Average Loss = 453.53:  19%|█▉        | 4706/25000 [00:34<02:20, 144.77it/s]
Average Loss = 453.53:  19%|█▉        | 4706/25000 [00:34<02:20, 144.77it/s]
Average Loss = 453.53:  19%|█▉        | 4721/25000 [00:34<02:21, 143.18it/s]
Average Loss = 453:  19%|█▉        | 4721/25000 [00:34<02:21, 143.18it/s]   
Average Loss = 453:  19%|█▉        | 4721/25000 [00:34<02:21, 143.18it/s]
Average Loss = 453:  19%|█▉        | 4736/25000 [00:34<02:22, 142.45it/s]
Average Loss = 452.11:  19%|█▉        | 4736/25000 [00:34<02:22, 142.45it/s]
Average Loss = 452.11:  19%|█▉        | 4736/25000 [00:34<02:22, 142.45it/s]
Average Loss = 451.36:  19%|█▉        | 4736/25000 [00:34<02:22, 142.45it/s]
Average Loss = 451.36:  19%|█▉        | 4736/25000 [00:34<02:22, 142.45it/s]
Average Loss = 451.36:  19%|█▉        | 4751/25000 [00:34<02:23, 141.60it/s]
Average Loss = 450.75:  19%|█▉        | 4751/25000 [00:34<02:23, 141.60it/s]
Average Loss = 450.75:  19%|█▉        | 4751/25000 [00:34<02:23, 141.60it/s]
Average Loss = 450.75:  19%|█▉        | 4766/25000 [00:34<02:23, 141.28it/s]
Average Loss = 450.33:  19%|█▉        | 4766/25000 [00:34<02:23, 141.28it/s]
Average Loss = 450.33:  19%|█▉        | 4766/25000 [00:34<02:23, 141.28it/s]
Average Loss = 450.13:  19%|█▉        | 4766/25000 [00:34<02:23, 141.28it/s]
Average Loss = 450.13:  19%|█▉        | 4766/25000 [00:34<02:23, 141.28it/s]
Average Loss = 450.13:  19%|█▉        | 4781/25000 [00:34<02:23, 140.83it/s]
Average Loss = 448.91:  19%|█▉        | 4781/25000 [00:34<02:23, 140.83it/s]
Average Loss = 448.91:  19%|█▉        | 4781/25000 [00:34<02:23, 140.83it/s]
Average Loss = 448.91:  19%|█▉        | 4796/25000 [00:34<02:23, 140.83it/s]
Average Loss = 448.21:  19%|█▉        | 4796/25000 [00:34<02:23, 140.83it/s]
Average Loss = 448.21:  19%|█▉        | 4796/25000 [00:34<02:23, 140.83it/s]
Average Loss = 447.72:  19%|█▉        | 4796/25000 [00:34<02:23, 140.83it/s]
Average Loss = 447.72:  19%|█▉        | 4796/25000 [00:34<02:23, 140.83it/s]
Average Loss = 447.72:  19%|█▉        | 4811/25000 [00:34<02:23, 140.51it/s]
Average Loss = 447.16:  19%|█▉        | 4811/25000 [00:35<02:23, 140.51it/s]
Average Loss = 447.16:  19%|█▉        | 4811/25000 [00:35<02:23, 140.51it/s]
Average Loss = 447.16:  19%|█▉        | 4826/25000 [00:35<02:23, 140.53it/s]
Average Loss = 446.69:  19%|█▉        | 4826/25000 [00:35<02:23, 140.53it/s]
Average Loss = 446.69:  19%|█▉        | 4826/25000 [00:35<02:23, 140.53it/s]
Average Loss = 445.71:  19%|█▉        | 4826/25000 [00:35<02:23, 140.53it/s]
Average Loss = 445.71:  19%|█▉        | 4826/25000 [00:35<02:23, 140.53it/s]
Average Loss = 445.71:  19%|█▉        | 4841/25000 [00:35<02:23, 140.29it/s]
Average Loss = 446.18:  19%|█▉        | 4841/25000 [00:35<02:23, 140.29it/s]
Average Loss = 446.18:  19%|█▉        | 4841/25000 [00:35<02:23, 140.29it/s]
Average Loss = 446.18:  19%|█▉        | 4856/25000 [00:35<02:23, 140.38it/s]
Average Loss = 446.17:  19%|█▉        | 4856/25000 [00:35<02:23, 140.38it/s]
Average Loss = 446.17:  19%|█▉        | 4856/25000 [00:35<02:23, 140.38it/s]
Average Loss = 446.02:  19%|█▉        | 4856/25000 [00:35<02:23, 140.38it/s]
Average Loss = 446.02:  19%|█▉        | 4856/25000 [00:35<02:23, 140.38it/s]
Average Loss = 446.02:  19%|█▉        | 4871/25000 [00:35<02:23, 140.24it/s]
Average Loss = 444.71:  19%|█▉        | 4871/25000 [00:35<02:23, 140.24it/s]
Average Loss = 444.71:  19%|█▉        | 4871/25000 [00:35<02:23, 140.24it/s]
Average Loss = 444.71:  20%|█▉        | 4886/25000 [00:35<02:23, 140.33it/s]
Average Loss = 443.88:  20%|█▉        | 4886/25000 [00:35<02:23, 140.33it/s]
Average Loss = 443.88:  20%|█▉        | 4886/25000 [00:35<02:23, 140.33it/s]
Average Loss = 433.15:  20%|█▉        | 4886/25000 [00:35<02:23, 140.33it/s]
Average Loss = 433.15:  20%|█▉        | 4886/25000 [00:35<02:23, 140.33it/s]
Average Loss = 433.15:  20%|█▉        | 4901/25000 [00:35<02:23, 140.14it/s]
Average Loss = 432.2:  20%|█▉        | 4901/25000 [00:35<02:23, 140.14it/s] 
Average Loss = 432.2:  20%|█▉        | 4901/25000 [00:35<02:23, 140.14it/s]
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Average Loss = 432.18:  20%|█▉        | 4916/25000 [00:35<02:23, 140.27it/s]
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Average Loss = 432.6:  20%|█▉        | 4916/25000 [00:35<02:23, 140.27it/s]
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Average Loss = 432.06:  20%|█▉        | 4931/25000 [00:35<02:23, 140.18it/s]
Average Loss = 432.06:  20%|█▉        | 4931/25000 [00:35<02:23, 140.18it/s]
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Average Loss = 430.44:  20%|█▉        | 4946/25000 [00:36<02:22, 140.27it/s]
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Average Loss = 429.64:  20%|█▉        | 4961/25000 [00:36<02:23, 139.91it/s]
Average Loss = 429.64:  20%|█▉        | 4961/25000 [00:36<02:23, 139.91it/s]
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Average Loss = 429.24:  20%|█▉        | 4975/25000 [00:36<02:23, 139.90it/s]
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Average Loss = 427.66:  20%|█▉        | 4989/25000 [00:36<02:26, 136.39it/s]
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Average Loss = 426.98:  20%|██        | 5003/25000 [00:36<02:25, 137.39it/s]
Average Loss = 426.98:  20%|██        | 5003/25000 [00:36<02:25, 137.39it/s]
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Average Loss = 426.67:  20%|██        | 5018/25000 [00:36<02:24, 138.48it/s]
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Average Loss = 426.32:  20%|██        | 5033/25000 [00:36<02:23, 139.10it/s]
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Average Loss = 421.74:  20%|██        | 5077/25000 [00:36<02:22, 139.98it/s]
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Average Loss = 421.6:  20%|██        | 5092/25000 [00:37<02:22, 139.78it/s]
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Average Loss = 420.9:  20%|██        | 5107/25000 [00:37<02:21, 140.19it/s]
Average Loss = 420.9:  20%|██        | 5107/25000 [00:37<02:21, 140.19it/s]
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Average Loss = 418.51:  21%|██        | 5137/25000 [00:37<02:21, 140.64it/s]
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Average Loss = 414.32:  21%|██        | 5227/25000 [00:37<02:20, 140.74it/s]
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Average Loss = 404.5:  22%|██▏       | 5392/25000 [00:39<02:19, 140.51it/s] 
Average Loss = 404.5:  22%|██▏       | 5392/25000 [00:39<02:19, 140.51it/s]
Average Loss = 404.5:  22%|██▏       | 5407/25000 [00:39<02:19, 140.74it/s]
Average Loss = 403.97:  22%|██▏       | 5407/25000 [00:39<02:19, 140.74it/s]
Average Loss = 403.97:  22%|██▏       | 5407/25000 [00:39<02:19, 140.74it/s]
Average Loss = 403.93:  22%|██▏       | 5407/25000 [00:39<02:19, 140.74it/s]
Average Loss = 403.93:  22%|██▏       | 5407/25000 [00:39<02:19, 140.74it/s]
Average Loss = 403.93:  22%|██▏       | 5422/25000 [00:39<02:19, 140.59it/s]
Average Loss = 403.33:  22%|██▏       | 5422/25000 [00:39<02:19, 140.59it/s]
Average Loss = 403.33:  22%|██▏       | 5422/25000 [00:39<02:19, 140.59it/s]
Average Loss = 403.33:  22%|██▏       | 5437/25000 [00:39<02:18, 140.83it/s]
Average Loss = 403.24:  22%|██▏       | 5437/25000 [00:39<02:18, 140.83it/s]
Average Loss = 403.24:  22%|██▏       | 5437/25000 [00:39<02:18, 140.83it/s]
Average Loss = 402.9:  22%|██▏       | 5437/25000 [00:39<02:18, 140.83it/s] 
Average Loss = 402.9:  22%|██▏       | 5437/25000 [00:39<02:18, 140.83it/s]
Average Loss = 402.9:  22%|██▏       | 5452/25000 [00:39<02:19, 140.32it/s]
Average Loss = 402.87:  22%|██▏       | 5452/25000 [00:39<02:19, 140.32it/s]
Average Loss = 402.87:  22%|██▏       | 5452/25000 [00:39<02:19, 140.32it/s]
Average Loss = 402.87:  22%|██▏       | 5467/25000 [00:39<02:18, 140.56it/s]
Average Loss = 402.11:  22%|██▏       | 5467/25000 [00:39<02:18, 140.56it/s]
Average Loss = 402.11:  22%|██▏       | 5467/25000 [00:39<02:18, 140.56it/s]
Average Loss = 401.7:  22%|██▏       | 5467/25000 [00:39<02:18, 140.56it/s] 
Average Loss = 401.7:  22%|██▏       | 5467/25000 [00:39<02:18, 140.56it/s]
Average Loss = 401.7:  22%|██▏       | 5482/25000 [00:39<02:19, 140.12it/s]
Average Loss = 401.81:  22%|██▏       | 5482/25000 [00:39<02:19, 140.12it/s]
Average Loss = 401.81:  22%|██▏       | 5482/25000 [00:39<02:19, 140.12it/s]
Average Loss = 401.81:  22%|██▏       | 5497/25000 [00:39<02:18, 140.48it/s]
Average Loss = 400.49:  22%|██▏       | 5497/25000 [00:39<02:18, 140.48it/s]
Average Loss = 400.49:  22%|██▏       | 5497/25000 [00:39<02:18, 140.48it/s]
Average Loss = 399.46:  22%|██▏       | 5497/25000 [00:39<02:18, 140.48it/s]
Average Loss = 399.46:  22%|██▏       | 5497/25000 [00:39<02:18, 140.48it/s]
Average Loss = 399.46:  22%|██▏       | 5512/25000 [00:39<02:19, 140.12it/s]
Average Loss = 398.33:  22%|██▏       | 5512/25000 [00:40<02:19, 140.12it/s]
Average Loss = 398.33:  22%|██▏       | 5512/25000 [00:40<02:19, 140.12it/s]
Average Loss = 398.33:  22%|██▏       | 5527/25000 [00:40<02:18, 140.43it/s]
Average Loss = 397.6:  22%|██▏       | 5527/25000 [00:40<02:18, 140.43it/s] 
Average Loss = 397.6:  22%|██▏       | 5527/25000 [00:40<02:18, 140.43it/s]
Average Loss = 396.94:  22%|██▏       | 5527/25000 [00:40<02:18, 140.43it/s]
Average Loss = 396.94:  22%|██▏       | 5527/25000 [00:40<02:18, 140.43it/s]
Average Loss = 396.94:  22%|██▏       | 5542/25000 [00:40<02:18, 140.01it/s]
Average Loss = 396.22:  22%|██▏       | 5542/25000 [00:40<02:18, 140.01it/s]
Average Loss = 396.22:  22%|██▏       | 5542/25000 [00:40<02:18, 140.01it/s]
Average Loss = 396.22:  22%|██▏       | 5557/25000 [00:40<02:20, 138.84it/s]
Average Loss = 396.76:  22%|██▏       | 5557/25000 [00:40<02:20, 138.84it/s]
Average Loss = 396.76:  22%|██▏       | 5557/25000 [00:40<02:20, 138.84it/s]
Average Loss = 396.41:  22%|██▏       | 5557/25000 [00:40<02:20, 138.84it/s]
Average Loss = 396.41:  22%|██▏       | 5557/25000 [00:40<02:20, 138.84it/s]
Average Loss = 396.41:  22%|██▏       | 5571/25000 [00:40<02:19, 139.08it/s]
Average Loss = 395.41:  22%|██▏       | 5571/25000 [00:40<02:19, 139.08it/s]
Average Loss = 395.41:  22%|██▏       | 5571/25000 [00:40<02:19, 139.08it/s]
Average Loss = 395.41:  22%|██▏       | 5586/25000 [00:40<02:19, 139.60it/s]
Average Loss = 394.86:  22%|██▏       | 5586/25000 [00:40<02:19, 139.60it/s]
Average Loss = 394.86:  22%|██▏       | 5586/25000 [00:40<02:19, 139.60it/s]
Average Loss = 394.22:  22%|██▏       | 5586/25000 [00:40<02:19, 139.60it/s]
Average Loss = 394.22:  22%|██▏       | 5586/25000 [00:40<02:19, 139.60it/s]
Average Loss = 394.22:  22%|██▏       | 5601/25000 [00:40<02:18, 139.92it/s]
Average Loss = 393.82:  22%|██▏       | 5601/25000 [00:40<02:18, 139.92it/s]
Average Loss = 393.82:  22%|██▏       | 5601/25000 [00:40<02:18, 139.92it/s]
Average Loss = 393.82:  22%|██▏       | 5616/25000 [00:40<02:18, 140.16it/s]
Average Loss = 394.05:  22%|██▏       | 5616/25000 [00:40<02:18, 140.16it/s]
Average Loss = 394.05:  22%|██▏       | 5616/25000 [00:40<02:18, 140.16it/s]
Average Loss = 393.38:  22%|██▏       | 5616/25000 [00:40<02:18, 140.16it/s]
Average Loss = 393.38:  22%|██▏       | 5616/25000 [00:40<02:18, 140.16it/s]
Average Loss = 393.38:  23%|██▎       | 5631/25000 [00:40<02:18, 140.07it/s]
Average Loss = 392.88:  23%|██▎       | 5631/25000 [00:40<02:18, 140.07it/s]
Average Loss = 392.88:  23%|██▎       | 5631/25000 [00:40<02:18, 140.07it/s]
Average Loss = 392.88:  23%|██▎       | 5646/25000 [00:40<02:18, 140.19it/s]
Average Loss = 391.44:  23%|██▎       | 5646/25000 [00:40<02:18, 140.19it/s]
Average Loss = 391.44:  23%|██▎       | 5646/25000 [00:40<02:18, 140.19it/s]
Average Loss = 390.86:  23%|██▎       | 5646/25000 [00:41<02:18, 140.19it/s]
Average Loss = 390.86:  23%|██▎       | 5646/25000 [00:41<02:18, 140.19it/s]
Average Loss = 390.86:  23%|██▎       | 5661/25000 [00:41<02:18, 139.70it/s]
Average Loss = 390.57:  23%|██▎       | 5661/25000 [00:41<02:18, 139.70it/s]
Average Loss = 390.57:  23%|██▎       | 5661/25000 [00:41<02:18, 139.70it/s]
Average Loss = 390.57:  23%|██▎       | 5676/25000 [00:41<02:18, 139.99it/s]
Average Loss = 388.72:  23%|██▎       | 5676/25000 [00:41<02:18, 139.99it/s]
Average Loss = 388.72:  23%|██▎       | 5676/25000 [00:41<02:18, 139.99it/s]
Average Loss = 388.72:  23%|██▎       | 5690/25000 [00:41<02:17, 139.94it/s]
Average Loss = 388.27:  23%|██▎       | 5690/25000 [00:41<02:17, 139.94it/s]
Average Loss = 388.27:  23%|██▎       | 5690/25000 [00:41<02:17, 139.94it/s]
Average Loss = 387.28:  23%|██▎       | 5690/25000 [00:41<02:17, 139.94it/s]
Average Loss = 387.28:  23%|██▎       | 5690/25000 [00:41<02:17, 139.94it/s]
Average Loss = 387.28:  23%|██▎       | 5704/25000 [00:41<02:18, 139.54it/s]
Average Loss = 387.36:  23%|██▎       | 5704/25000 [00:41<02:18, 139.54it/s]
Average Loss = 387.36:  23%|██▎       | 5704/25000 [00:41<02:18, 139.54it/s]
Average Loss = 387.36:  23%|██▎       | 5719/25000 [00:41<02:17, 139.75it/s]
Average Loss = 386.98:  23%|██▎       | 5719/25000 [00:41<02:17, 139.75it/s]
Average Loss = 386.98:  23%|██▎       | 5719/25000 [00:41<02:17, 139.75it/s]
Average Loss = 386.51:  23%|██▎       | 5719/25000 [00:41<02:17, 139.75it/s]
Average Loss = 386.51:  23%|██▎       | 5719/25000 [00:41<02:17, 139.75it/s]
Average Loss = 386.51:  23%|██▎       | 5733/25000 [00:41<02:18, 139.42it/s]
Average Loss = 385.04:  23%|██▎       | 5733/25000 [00:41<02:18, 139.42it/s]
Average Loss = 385.04:  23%|██▎       | 5733/25000 [00:41<02:18, 139.42it/s]
Average Loss = 385.04:  23%|██▎       | 5747/25000 [00:41<02:17, 139.59it/s]
Average Loss = 384.2:  23%|██▎       | 5747/25000 [00:41<02:17, 139.59it/s] 
Average Loss = 384.2:  23%|██▎       | 5747/25000 [00:41<02:17, 139.59it/s]
Average Loss = 383.96:  23%|██▎       | 5747/25000 [00:41<02:17, 139.59it/s]
Average Loss = 383.96:  23%|██▎       | 5747/25000 [00:41<02:17, 139.59it/s]
Average Loss = 383.96:  23%|██▎       | 5761/25000 [00:41<02:17, 139.55it/s]
Average Loss = 383.78:  23%|██▎       | 5761/25000 [00:41<02:17, 139.55it/s]
Average Loss = 383.78:  23%|██▎       | 5761/25000 [00:41<02:17, 139.55it/s]
Average Loss = 383.78:  23%|██▎       | 5776/25000 [00:41<02:17, 139.91it/s]
Average Loss = 382.98:  23%|██▎       | 5776/25000 [00:41<02:17, 139.91it/s]
Average Loss = 382.98:  23%|██▎       | 5776/25000 [00:41<02:17, 139.91it/s]
Average Loss = 382.98:  23%|██▎       | 5790/25000 [00:41<02:17, 139.90it/s]
Average Loss = 382.16:  23%|██▎       | 5790/25000 [00:41<02:17, 139.90it/s]
Average Loss = 382.16:  23%|██▎       | 5790/25000 [00:41<02:17, 139.90it/s]
Average Loss = 381.06:  23%|██▎       | 5790/25000 [00:42<02:17, 139.90it/s]
Average Loss = 381.06:  23%|██▎       | 5790/25000 [00:42<02:17, 139.90it/s]
Average Loss = 381.06:  23%|██▎       | 5804/25000 [00:42<02:17, 139.54it/s]
Average Loss = 380.91:  23%|██▎       | 5804/25000 [00:42<02:17, 139.54it/s]
Average Loss = 380.91:  23%|██▎       | 5804/25000 [00:42<02:17, 139.54it/s]
Average Loss = 380.91:  23%|██▎       | 5819/25000 [00:42<02:17, 139.74it/s]
Average Loss = 380.65:  23%|██▎       | 5819/25000 [00:42<02:17, 139.74it/s]
Average Loss = 380.65:  23%|██▎       | 5819/25000 [00:42<02:17, 139.74it/s]
Average Loss = 379.68:  23%|██▎       | 5819/25000 [00:42<02:17, 139.74it/s]
Average Loss = 379.68:  23%|██▎       | 5819/25000 [00:42<02:17, 139.74it/s]
Average Loss = 379.68:  23%|██▎       | 5833/25000 [00:42<02:19, 137.05it/s]
Average Loss = 379.21:  23%|██▎       | 5833/25000 [00:42<02:19, 137.05it/s]
Average Loss = 379.21:  23%|██▎       | 5833/25000 [00:42<02:19, 137.05it/s]
Average Loss = 379.21:  23%|██▎       | 5848/25000 [00:42<02:18, 138.24it/s]
Average Loss = 377.76:  23%|██▎       | 5848/25000 [00:42<02:18, 138.24it/s]
Average Loss = 377.76:  23%|██▎       | 5848/25000 [00:42<02:18, 138.24it/s]
Average Loss = 376.34:  23%|██▎       | 5848/25000 [00:42<02:18, 138.24it/s]
Average Loss = 376.34:  23%|██▎       | 5848/25000 [00:42<02:18, 138.24it/s]
Average Loss = 376.34:  23%|██▎       | 5863/25000 [00:42<02:17, 138.81it/s]
Average Loss = 375.07:  23%|██▎       | 5863/25000 [00:42<02:17, 138.81it/s]
Average Loss = 375.07:  23%|██▎       | 5863/25000 [00:42<02:17, 138.81it/s]
Average Loss = 375.07:  24%|██▎       | 5878/25000 [00:42<02:17, 139.20it/s]
Average Loss = 374.6:  24%|██▎       | 5878/25000 [00:42<02:17, 139.20it/s] 
Average Loss = 374.6:  24%|██▎       | 5878/25000 [00:42<02:17, 139.20it/s]
Average Loss = 373.87:  24%|██▎       | 5878/25000 [00:42<02:17, 139.20it/s]
Average Loss = 373.87:  24%|██▎       | 5878/25000 [00:42<02:17, 139.20it/s]
Average Loss = 373.87:  24%|██▎       | 5892/25000 [00:42<02:17, 139.18it/s]
Average Loss = 372.93:  24%|██▎       | 5892/25000 [00:42<02:17, 139.18it/s]
Average Loss = 372.93:  24%|██▎       | 5892/25000 [00:42<02:17, 139.18it/s]
Average Loss = 372.93:  24%|██▎       | 5907/25000 [00:42<02:16, 139.80it/s]
Average Loss = 371.89:  24%|██▎       | 5907/25000 [00:42<02:16, 139.80it/s]
Average Loss = 371.89:  24%|██▎       | 5907/25000 [00:42<02:16, 139.80it/s]
Average Loss = 370.82:  24%|██▎       | 5907/25000 [00:42<02:16, 139.80it/s]
Average Loss = 370.82:  24%|██▎       | 5907/25000 [00:42<02:16, 139.80it/s]
Average Loss = 370.82:  24%|██▎       | 5922/25000 [00:42<02:16, 139.87it/s]
Average Loss = 370.34:  24%|██▎       | 5922/25000 [00:42<02:16, 139.87it/s]
Average Loss = 370.34:  24%|██▎       | 5922/25000 [00:42<02:16, 139.87it/s]
Average Loss = 370.34:  24%|██▎       | 5936/25000 [00:43<02:16, 139.90it/s]
Average Loss = 369.64:  24%|██▎       | 5936/25000 [00:43<02:16, 139.90it/s]
Average Loss = 369.64:  24%|██▎       | 5936/25000 [00:43<02:16, 139.90it/s]
Average Loss = 369.64:  24%|██▍       | 5950/25000 [00:43<02:16, 139.92it/s]
Average Loss = 369.17:  24%|██▍       | 5950/25000 [00:43<02:16, 139.92it/s]
Average Loss = 369.17:  24%|██▍       | 5950/25000 [00:43<02:16, 139.92it/s]
Average Loss = 368.98:  24%|██▍       | 5950/25000 [00:43<02:16, 139.92it/s]
Average Loss = 368.98:  24%|██▍       | 5950/25000 [00:43<02:16, 139.92it/s]
Average Loss = 368.98:  24%|██▍       | 5965/25000 [00:43<02:15, 140.02it/s]
Average Loss = 369.16:  24%|██▍       | 5965/25000 [00:43<02:15, 140.02it/s]
Average Loss = 369.16:  24%|██▍       | 5965/25000 [00:43<02:15, 140.02it/s]
Average Loss = 369.16:  24%|██▍       | 5980/25000 [00:43<02:15, 140.08it/s]
Average Loss = 368.99:  24%|██▍       | 5980/25000 [00:43<02:15, 140.08it/s]
Average Loss = 368.99:  24%|██▍       | 5980/25000 [00:43<02:15, 140.08it/s]
Average Loss = 368.39:  24%|██▍       | 5980/25000 [00:43<02:15, 140.08it/s]
Average Loss = 368.39:  24%|██▍       | 5980/25000 [00:43<02:15, 140.08it/s]
Average Loss = 368.39:  24%|██▍       | 5995/25000 [00:43<02:15, 140.10it/s]
Average Loss = 367.9:  24%|██▍       | 5995/25000 [00:43<02:15, 140.10it/s] 
Average Loss = 367.9:  24%|██▍       | 5995/25000 [00:43<02:15, 140.10it/s]
Average Loss = 367.9:  24%|██▍       | 6010/25000 [00:43<02:15, 140.12it/s]
Average Loss = 367.43:  24%|██▍       | 6010/25000 [00:43<02:15, 140.12it/s]
Average Loss = 367.43:  24%|██▍       | 6010/25000 [00:43<02:15, 140.12it/s]
Average Loss = 366.13:  24%|██▍       | 6010/25000 [00:43<02:15, 140.12it/s]
Average Loss = 366.13:  24%|██▍       | 6010/25000 [00:43<02:15, 140.12it/s]
Average Loss = 366.13:  24%|██▍       | 6025/25000 [00:43<02:15, 140.12it/s]
Average Loss = 365.97:  24%|██▍       | 6025/25000 [00:43<02:15, 140.12it/s]
Average Loss = 365.97:  24%|██▍       | 6025/25000 [00:43<02:15, 140.12it/s]
Average Loss = 365.97:  24%|██▍       | 6040/25000 [00:43<02:15, 140.17it/s]
Average Loss = 365.5:  24%|██▍       | 6040/25000 [00:43<02:15, 140.17it/s] 
Average Loss = 365.5:  24%|██▍       | 6040/25000 [00:43<02:15, 140.17it/s]
Average Loss = 365.26:  24%|██▍       | 6040/25000 [00:43<02:15, 140.17it/s]
Average Loss = 365.26:  24%|██▍       | 6040/25000 [00:43<02:15, 140.17it/s]
Average Loss = 365.26:  24%|██▍       | 6055/25000 [00:43<02:15, 140.22it/s]
Average Loss = 365.3:  24%|██▍       | 6055/25000 [00:43<02:15, 140.22it/s] 
Average Loss = 365.3:  24%|██▍       | 6055/25000 [00:43<02:15, 140.22it/s]
Average Loss = 365.3:  24%|██▍       | 6070/25000 [00:43<02:14, 140.55it/s]
Average Loss = 365.01:  24%|██▍       | 6070/25000 [00:43<02:14, 140.55it/s]
Average Loss = 365.01:  24%|██▍       | 6070/25000 [00:43<02:14, 140.55it/s]
Average Loss = 363.21:  24%|██▍       | 6070/25000 [00:44<02:14, 140.55it/s]
Average Loss = 363.21:  24%|██▍       | 6070/25000 [00:44<02:14, 140.55it/s]
Average Loss = 363.21:  24%|██▍       | 6085/25000 [00:44<02:15, 139.84it/s]
Average Loss = 362.45:  24%|██▍       | 6085/25000 [00:44<02:15, 139.84it/s]
Average Loss = 362.45:  24%|██▍       | 6085/25000 [00:44<02:15, 139.84it/s]
Average Loss = 362.45:  24%|██▍       | 6100/25000 [00:44<02:14, 140.17it/s]
Average Loss = 361.07:  24%|██▍       | 6100/25000 [00:44<02:14, 140.17it/s]
Average Loss = 361.07:  24%|██▍       | 6100/25000 [00:44<02:14, 140.17it/s]
Average Loss = 360.72:  24%|██▍       | 6100/25000 [00:44<02:14, 140.17it/s]
Average Loss = 360.72:  24%|██▍       | 6100/25000 [00:44<02:14, 140.17it/s]
Average Loss = 360.72:  24%|██▍       | 6115/25000 [00:44<02:15, 139.37it/s]
Average Loss = 359.73:  24%|██▍       | 6115/25000 [00:44<02:15, 139.37it/s]
Average Loss = 359.73:  24%|██▍       | 6115/25000 [00:44<02:15, 139.37it/s]
Average Loss = 359.73:  25%|██▍       | 6130/25000 [00:44<02:15, 139.62it/s]
Average Loss = 358.79:  25%|██▍       | 6130/25000 [00:44<02:15, 139.62it/s]
Average Loss = 358.79:  25%|██▍       | 6130/25000 [00:44<02:15, 139.62it/s]
Average Loss = 358.53:  25%|██▍       | 6130/25000 [00:44<02:15, 139.62it/s]
Average Loss = 358.53:  25%|██▍       | 6130/25000 [00:44<02:15, 139.62it/s]
Average Loss = 358.53:  25%|██▍       | 6144/25000 [00:44<02:14, 139.71it/s]
Average Loss = 357.97:  25%|██▍       | 6144/25000 [00:44<02:14, 139.71it/s]
Average Loss = 357.97:  25%|██▍       | 6144/25000 [00:44<02:14, 139.71it/s]
Average Loss = 357.97:  25%|██▍       | 6158/25000 [00:44<02:15, 138.61it/s]
Average Loss = 356.85:  25%|██▍       | 6158/25000 [00:44<02:15, 138.61it/s]
Average Loss = 356.85:  25%|██▍       | 6158/25000 [00:44<02:15, 138.61it/s]
Average Loss = 356.54:  25%|██▍       | 6158/25000 [00:44<02:15, 138.61it/s]
Average Loss = 356.54:  25%|██▍       | 6158/25000 [00:44<02:15, 138.61it/s]
Average Loss = 356.54:  25%|██▍       | 6173/25000 [00:44<02:15, 139.06it/s]
Average Loss = 356.18:  25%|██▍       | 6173/25000 [00:44<02:15, 139.06it/s]
Average Loss = 356.18:  25%|██▍       | 6173/25000 [00:44<02:15, 139.06it/s]
Average Loss = 356.18:  25%|██▍       | 6187/25000 [00:44<02:17, 137.13it/s]
Average Loss = 355.49:  25%|██▍       | 6187/25000 [00:44<02:17, 137.13it/s]
Average Loss = 355.49:  25%|██▍       | 6187/25000 [00:44<02:17, 137.13it/s]
Average Loss = 354.79:  25%|██▍       | 6187/25000 [00:44<02:17, 137.13it/s]
Average Loss = 354.79:  25%|██▍       | 6187/25000 [00:44<02:17, 137.13it/s]
Average Loss = 354.79:  25%|██▍       | 6201/25000 [00:44<02:16, 137.62it/s]
Average Loss = 354.01:  25%|██▍       | 6201/25000 [00:45<02:16, 137.62it/s]
Average Loss = 354.01:  25%|██▍       | 6201/25000 [00:45<02:16, 137.62it/s]
Average Loss = 354.01:  25%|██▍       | 6216/25000 [00:45<02:15, 138.58it/s]
Average Loss = 354.37:  25%|██▍       | 6216/25000 [00:45<02:15, 138.58it/s]
Average Loss = 354.37:  25%|██▍       | 6216/25000 [00:45<02:15, 138.58it/s]
Average Loss = 355.73:  25%|██▍       | 6216/25000 [00:45<02:15, 138.58it/s]
Average Loss = 355.73:  25%|██▍       | 6216/25000 [00:45<02:15, 138.58it/s]
Average Loss = 355.73:  25%|██▍       | 6231/25000 [00:45<02:14, 139.18it/s]
Average Loss = 355:  25%|██▍       | 6231/25000 [00:45<02:14, 139.18it/s]   
Average Loss = 355:  25%|██▍       | 6231/25000 [00:45<02:14, 139.18it/s]
Average Loss = 355:  25%|██▍       | 6246/25000 [00:45<02:14, 139.63it/s]
Average Loss = 354.35:  25%|██▍       | 6246/25000 [00:45<02:14, 139.63it/s]
Average Loss = 354.35:  25%|██▍       | 6246/25000 [00:45<02:14, 139.63it/s]
Average Loss = 353.66:  25%|██▍       | 6246/25000 [00:45<02:14, 139.63it/s]
Average Loss = 353.66:  25%|██▍       | 6246/25000 [00:45<02:14, 139.63it/s]
Average Loss = 353.66:  25%|██▌       | 6261/25000 [00:45<02:14, 139.70it/s]
Average Loss = 352.68:  25%|██▌       | 6261/25000 [00:45<02:14, 139.70it/s]
Average Loss = 352.68:  25%|██▌       | 6261/25000 [00:45<02:14, 139.70it/s]
Average Loss = 352.68:  25%|██▌       | 6276/25000 [00:45<02:13, 139.98it/s]
Average Loss = 352.47:  25%|██▌       | 6276/25000 [00:45<02:13, 139.98it/s]
Average Loss = 352.47:  25%|██▌       | 6276/25000 [00:45<02:13, 139.98it/s]
Average Loss = 351.49:  25%|██▌       | 6276/25000 [00:45<02:13, 139.98it/s]
Average Loss = 351.49:  25%|██▌       | 6276/25000 [00:45<02:13, 139.98it/s]
Average Loss = 351.49:  25%|██▌       | 6291/25000 [00:45<02:13, 139.91it/s]
Average Loss = 351.61:  25%|██▌       | 6291/25000 [00:45<02:13, 139.91it/s]
Average Loss = 351.61:  25%|██▌       | 6291/25000 [00:45<02:13, 139.91it/s]
Average Loss = 351.61:  25%|██▌       | 6306/25000 [00:45<02:13, 140.13it/s]
Average Loss = 350.69:  25%|██▌       | 6306/25000 [00:45<02:13, 140.13it/s]
Average Loss = 350.69:  25%|██▌       | 6306/25000 [00:45<02:13, 140.13it/s]
Average Loss = 350.63:  25%|██▌       | 6306/25000 [00:45<02:13, 140.13it/s]
Average Loss = 350.63:  25%|██▌       | 6306/25000 [00:45<02:13, 140.13it/s]
Average Loss = 350.63:  25%|██▌       | 6321/25000 [00:45<02:13, 140.01it/s]
Average Loss = 350.36:  25%|██▌       | 6321/25000 [00:45<02:13, 140.01it/s]
Average Loss = 350.36:  25%|██▌       | 6321/25000 [00:45<02:13, 140.01it/s]
Average Loss = 350.36:  25%|██▌       | 6336/25000 [00:45<02:13, 140.20it/s]
Average Loss = 350.39:  25%|██▌       | 6336/25000 [00:45<02:13, 140.20it/s]
Average Loss = 350.39:  25%|██▌       | 6336/25000 [00:45<02:13, 140.20it/s]
Average Loss = 349.4:  25%|██▌       | 6336/25000 [00:46<02:13, 140.20it/s] 
Average Loss = 349.4:  25%|██▌       | 6336/25000 [00:46<02:13, 140.20it/s]
Average Loss = 349.4:  25%|██▌       | 6351/25000 [00:46<02:13, 140.05it/s]
Average Loss = 348.84:  25%|██▌       | 6351/25000 [00:46<02:13, 140.05it/s]
Average Loss = 348.84:  25%|██▌       | 6351/25000 [00:46<02:13, 140.05it/s]
Average Loss = 348.84:  25%|██▌       | 6366/25000 [00:46<02:12, 140.20it/s]
Average Loss = 348.76:  25%|██▌       | 6366/25000 [00:46<02:12, 140.20it/s]
Average Loss = 348.76:  25%|██▌       | 6366/25000 [00:46<02:12, 140.20it/s]
Average Loss = 349.38:  25%|██▌       | 6366/25000 [00:46<02:12, 140.20it/s]
Average Loss = 349.38:  25%|██▌       | 6366/25000 [00:46<02:12, 140.20it/s]
Average Loss = 349.38:  26%|██▌       | 6381/25000 [00:46<02:13, 139.44it/s]
Average Loss = 348.68:  26%|██▌       | 6381/25000 [00:46<02:13, 139.44it/s]
Average Loss = 348.68:  26%|██▌       | 6381/25000 [00:46<02:13, 139.44it/s]
Average Loss = 348.68:  26%|██▌       | 6396/25000 [00:46<02:13, 139.69it/s]
Average Loss = 348.71:  26%|██▌       | 6396/25000 [00:46<02:13, 139.69it/s]
Average Loss = 348.71:  26%|██▌       | 6396/25000 [00:46<02:13, 139.69it/s]
Average Loss = 348.71:  26%|██▌       | 6410/25000 [00:46<02:13, 139.73it/s]
Average Loss = 348.99:  26%|██▌       | 6410/25000 [00:46<02:13, 139.73it/s]
Average Loss = 348.99:  26%|██▌       | 6410/25000 [00:46<02:13, 139.73it/s]
Average Loss = 349.57:  26%|██▌       | 6410/25000 [00:46<02:13, 139.73it/s]
Average Loss = 349.57:  26%|██▌       | 6410/25000 [00:46<02:13, 139.73it/s]
Average Loss = 349.57:  26%|██▌       | 6424/25000 [00:46<02:13, 139.39it/s]
Average Loss = 349.65:  26%|██▌       | 6424/25000 [00:46<02:13, 139.39it/s]
Average Loss = 349.65:  26%|██▌       | 6424/25000 [00:46<02:13, 139.39it/s]
Average Loss = 349.65:  26%|██▌       | 6439/25000 [00:46<02:12, 139.65it/s]
Average Loss = 349.03:  26%|██▌       | 6439/25000 [00:46<02:12, 139.65it/s]
Average Loss = 349.03:  26%|██▌       | 6439/25000 [00:46<02:12, 139.65it/s]
Average Loss = 348.9:  26%|██▌       | 6439/25000 [00:46<02:12, 139.65it/s] 
Average Loss = 348.9:  26%|██▌       | 6439/25000 [00:46<02:12, 139.65it/s]
Average Loss = 348.9:  26%|██▌       | 6453/25000 [00:46<02:13, 139.33it/s]
Average Loss = 348.06:  26%|██▌       | 6453/25000 [00:46<02:13, 139.33it/s]
Average Loss = 348.06:  26%|██▌       | 6453/25000 [00:46<02:13, 139.33it/s]
Average Loss = 348.06:  26%|██▌       | 6467/25000 [00:46<02:12, 139.52it/s]
Average Loss = 349.05:  26%|██▌       | 6467/25000 [00:46<02:12, 139.52it/s]
Average Loss = 349.05:  26%|██▌       | 6467/25000 [00:46<02:12, 139.52it/s]
Average Loss = 348.96:  26%|██▌       | 6467/25000 [00:46<02:12, 139.52it/s]
Average Loss = 348.96:  26%|██▌       | 6467/25000 [00:46<02:12, 139.52it/s]
Average Loss = 348.96:  26%|██▌       | 6481/25000 [00:46<02:12, 139.56it/s]
Average Loss = 348.21:  26%|██▌       | 6481/25000 [00:47<02:12, 139.56it/s]
Average Loss = 348.21:  26%|██▌       | 6481/25000 [00:47<02:12, 139.56it/s]
Average Loss = 348.21:  26%|██▌       | 6496/25000 [00:47<02:12, 139.74it/s]
Average Loss = 347.76:  26%|██▌       | 6496/25000 [00:47<02:12, 139.74it/s]
Average Loss = 347.76:  26%|██▌       | 6496/25000 [00:47<02:12, 139.74it/s]
Average Loss = 347.57:  26%|██▌       | 6496/25000 [00:47<02:12, 139.74it/s]
Average Loss = 347.57:  26%|██▌       | 6496/25000 [00:47<02:12, 139.74it/s]
Average Loss = 347.57:  26%|██▌       | 6511/25000 [00:47<02:12, 139.86it/s]
Average Loss = 347.68:  26%|██▌       | 6511/25000 [00:47<02:12, 139.86it/s]
Average Loss = 347.68:  26%|██▌       | 6511/25000 [00:47<02:12, 139.86it/s]
Average Loss = 347.68:  26%|██▌       | 6525/25000 [00:47<02:12, 139.89it/s]
Average Loss = 346.32:  26%|██▌       | 6525/25000 [00:47<02:12, 139.89it/s]
Average Loss = 346.32:  26%|██▌       | 6525/25000 [00:47<02:12, 139.89it/s]
Average Loss = 346.32:  26%|██▌       | 6540/25000 [00:47<02:11, 140.14it/s]
Average Loss = 345.79:  26%|██▌       | 6540/25000 [00:47<02:11, 140.14it/s]
Average Loss = 345.79:  26%|██▌       | 6540/25000 [00:47<02:11, 140.14it/s]
Average Loss = 345.93:  26%|██▌       | 6540/25000 [00:47<02:11, 140.14it/s]
Average Loss = 345.93:  26%|██▌       | 6540/25000 [00:47<02:11, 140.14it/s]
Average Loss = 345.93:  26%|██▌       | 6555/25000 [00:47<02:11, 140.15it/s]
Average Loss = 344.81:  26%|██▌       | 6555/25000 [00:47<02:11, 140.15it/s]
Average Loss = 344.81:  26%|██▌       | 6555/25000 [00:47<02:11, 140.15it/s]
Average Loss = 344.81:  26%|██▋       | 6570/25000 [00:47<02:11, 140.15it/s]
Average Loss = 344.04:  26%|██▋       | 6570/25000 [00:47<02:11, 140.15it/s]
Average Loss = 344.04:  26%|██▋       | 6570/25000 [00:47<02:11, 140.15it/s]
Average Loss = 343.56:  26%|██▋       | 6570/25000 [00:47<02:11, 140.15it/s]
Average Loss = 343.56:  26%|██▋       | 6570/25000 [00:47<02:11, 140.15it/s]
Average Loss = 343.56:  26%|██▋       | 6585/25000 [00:47<02:11, 139.78it/s]
Average Loss = 343.22:  26%|██▋       | 6585/25000 [00:47<02:11, 139.78it/s]
Average Loss = 343.22:  26%|██▋       | 6585/25000 [00:47<02:11, 139.78it/s]
Average Loss = 343.22:  26%|██▋       | 6599/25000 [00:47<02:11, 139.85it/s]
Average Loss = 343.11:  26%|██▋       | 6599/25000 [00:47<02:11, 139.85it/s]
Average Loss = 343.11:  26%|██▋       | 6599/25000 [00:47<02:11, 139.85it/s]
Average Loss = 342.27:  26%|██▋       | 6599/25000 [00:47<02:11, 139.85it/s]
Average Loss = 342.27:  26%|██▋       | 6599/25000 [00:47<02:11, 139.85it/s]
Average Loss = 342.27:  26%|██▋       | 6614/25000 [00:47<02:11, 140.03it/s]
Average Loss = 341.42:  26%|██▋       | 6614/25000 [00:47<02:11, 140.03it/s]
Average Loss = 341.42:  26%|██▋       | 6614/25000 [00:47<02:11, 140.03it/s]
Average Loss = 341.42:  27%|██▋       | 6629/25000 [00:47<02:11, 139.97it/s]
Average Loss = 341.46:  27%|██▋       | 6629/25000 [00:48<02:11, 139.97it/s]
Average Loss = 341.46:  27%|██▋       | 6629/25000 [00:48<02:11, 139.97it/s]
Average Loss = 341.5:  27%|██▋       | 6629/25000 [00:48<02:11, 139.97it/s] 
Average Loss = 341.5:  27%|██▋       | 6629/25000 [00:48<02:11, 139.97it/s]
Average Loss = 341.5:  27%|██▋       | 6643/25000 [00:48<02:11, 139.70it/s]
Average Loss = 341.08:  27%|██▋       | 6643/25000 [00:48<02:11, 139.70it/s]
Average Loss = 341.08:  27%|██▋       | 6643/25000 [00:48<02:11, 139.70it/s]
Average Loss = 341.08:  27%|██▋       | 6658/25000 [00:48<02:10, 140.13it/s]
Average Loss = 340.81:  27%|██▋       | 6658/25000 [00:48<02:10, 140.13it/s]
Average Loss = 340.81:  27%|██▋       | 6658/25000 [00:48<02:10, 140.13it/s]
Average Loss = 340.54:  27%|██▋       | 6658/25000 [00:48<02:10, 140.13it/s]
Average Loss = 340.54:  27%|██▋       | 6658/25000 [00:48<02:10, 140.13it/s]
Average Loss = 340.54:  27%|██▋       | 6673/25000 [00:48<02:12, 138.66it/s]
Average Loss = 340.78:  27%|██▋       | 6673/25000 [00:48<02:12, 138.66it/s]
Average Loss = 340.78:  27%|██▋       | 6673/25000 [00:48<02:12, 138.66it/s]
Average Loss = 340.78:  27%|██▋       | 6688/25000 [00:48<02:11, 139.45it/s]
Average Loss = 340.23:  27%|██▋       | 6688/25000 [00:48<02:11, 139.45it/s]
Average Loss = 340.23:  27%|██▋       | 6688/25000 [00:48<02:11, 139.45it/s]
Average Loss = 339.71:  27%|██▋       | 6688/25000 [00:48<02:11, 139.45it/s]
Average Loss = 339.71:  27%|██▋       | 6688/25000 [00:48<02:11, 139.45it/s]
Average Loss = 339.71:  27%|██▋       | 6702/25000 [00:48<02:11, 139.61it/s]
Average Loss = 338.89:  27%|██▋       | 6702/25000 [00:48<02:11, 139.61it/s]
Average Loss = 338.89:  27%|██▋       | 6702/25000 [00:48<02:11, 139.61it/s]
Average Loss = 338.89:  27%|██▋       | 6716/25000 [00:48<02:10, 139.69it/s]
Average Loss = 337.73:  27%|██▋       | 6716/25000 [00:48<02:10, 139.69it/s]
Average Loss = 337.73:  27%|██▋       | 6716/25000 [00:48<02:10, 139.69it/s]
Average Loss = 337.28:  27%|██▋       | 6716/25000 [00:48<02:10, 139.69it/s]
Average Loss = 337.28:  27%|██▋       | 6716/25000 [00:48<02:10, 139.69it/s]
Average Loss = 337.28:  27%|██▋       | 6731/25000 [00:48<02:10, 139.72it/s]
Average Loss = 337.51:  27%|██▋       | 6731/25000 [00:48<02:10, 139.72it/s]
Average Loss = 337.51:  27%|██▋       | 6731/25000 [00:48<02:10, 139.72it/s]
Average Loss = 337.51:  27%|██▋       | 6746/25000 [00:48<02:10, 140.03it/s]
Average Loss = 337.07:  27%|██▋       | 6746/25000 [00:48<02:10, 140.03it/s]
Average Loss = 337.07:  27%|██▋       | 6746/25000 [00:48<02:10, 140.03it/s]
Average Loss = 336.95:  27%|██▋       | 6746/25000 [00:48<02:10, 140.03it/s]
Average Loss = 336.95:  27%|██▋       | 6746/25000 [00:48<02:10, 140.03it/s]
Average Loss = 336.95:  27%|██▋       | 6761/25000 [00:48<02:09, 140.32it/s]
Average Loss = 335.76:  27%|██▋       | 6761/25000 [00:49<02:09, 140.32it/s]
Average Loss = 335.76:  27%|██▋       | 6761/25000 [00:49<02:09, 140.32it/s]
Average Loss = 335.76:  27%|██▋       | 6776/25000 [00:49<02:09, 140.38it/s]
Average Loss = 335.45:  27%|██▋       | 6776/25000 [00:49<02:09, 140.38it/s]
Average Loss = 335.45:  27%|██▋       | 6776/25000 [00:49<02:09, 140.38it/s]
Average Loss = 334.62:  27%|██▋       | 6776/25000 [00:49<02:09, 140.38it/s]
Average Loss = 334.62:  27%|██▋       | 6776/25000 [00:49<02:09, 140.38it/s]
Average Loss = 334.62:  27%|██▋       | 6791/25000 [00:49<02:09, 140.24it/s]
Average Loss = 334.95:  27%|██▋       | 6791/25000 [00:49<02:09, 140.24it/s]
Average Loss = 334.95:  27%|██▋       | 6791/25000 [00:49<02:09, 140.24it/s]
Average Loss = 334.95:  27%|██▋       | 6806/25000 [00:49<02:09, 140.35it/s]
Average Loss = 334.66:  27%|██▋       | 6806/25000 [00:49<02:09, 140.35it/s]
Average Loss = 334.66:  27%|██▋       | 6806/25000 [00:49<02:09, 140.35it/s]
Average Loss = 333.5:  27%|██▋       | 6806/25000 [00:49<02:09, 140.35it/s] 
Average Loss = 333.5:  27%|██▋       | 6806/25000 [00:49<02:09, 140.35it/s]
Average Loss = 333.5:  27%|██▋       | 6821/25000 [00:49<02:09, 140.15it/s]
Average Loss = 332.27:  27%|██▋       | 6821/25000 [00:49<02:09, 140.15it/s]
Average Loss = 332.27:  27%|██▋       | 6821/25000 [00:49<02:09, 140.15it/s]
Average Loss = 332.27:  27%|██▋       | 6836/25000 [00:49<02:09, 140.28it/s]
Average Loss = 332.11:  27%|██▋       | 6836/25000 [00:49<02:09, 140.28it/s]
Average Loss = 332.11:  27%|██▋       | 6836/25000 [00:49<02:09, 140.28it/s]
Average Loss = 331.83:  27%|██▋       | 6836/25000 [00:49<02:09, 140.28it/s]
Average Loss = 331.83:  27%|██▋       | 6836/25000 [00:49<02:09, 140.28it/s]
Average Loss = 331.83:  27%|██▋       | 6851/25000 [00:49<02:09, 140.16it/s]
Average Loss = 331.41:  27%|██▋       | 6851/25000 [00:49<02:09, 140.16it/s]
Average Loss = 331.41:  27%|██▋       | 6851/25000 [00:49<02:09, 140.16it/s]
Average Loss = 331.41:  27%|██▋       | 6866/25000 [00:49<02:09, 140.29it/s]
Average Loss = 331.41:  27%|██▋       | 6866/25000 [00:49<02:09, 140.29it/s]
Average Loss = 331.41:  27%|██▋       | 6866/25000 [00:49<02:09, 140.29it/s]
Average Loss = 331.42:  27%|██▋       | 6866/25000 [00:49<02:09, 140.29it/s]
Average Loss = 331.42:  27%|██▋       | 6866/25000 [00:49<02:09, 140.29it/s]
Average Loss = 331.42:  28%|██▊       | 6881/25000 [00:49<02:09, 140.12it/s]
Average Loss = 330.98:  28%|██▊       | 6881/25000 [00:49<02:09, 140.12it/s]
Average Loss = 330.98:  28%|██▊       | 6881/25000 [00:49<02:09, 140.12it/s]
Average Loss = 330.98:  28%|██▊       | 6896/25000 [00:49<02:09, 140.25it/s]
Average Loss = 330.37:  28%|██▊       | 6896/25000 [00:49<02:09, 140.25it/s]
Average Loss = 330.37:  28%|██▊       | 6896/25000 [00:49<02:09, 140.25it/s]
Average Loss = 330.22:  28%|██▊       | 6896/25000 [00:50<02:09, 140.25it/s]
Average Loss = 330.22:  28%|██▊       | 6896/25000 [00:50<02:09, 140.25it/s]
Average Loss = 330.22:  28%|██▊       | 6911/25000 [00:50<02:09, 140.04it/s]
Average Loss = 329.55:  28%|██▊       | 6911/25000 [00:50<02:09, 140.04it/s]
Average Loss = 329.55:  28%|██▊       | 6911/25000 [00:50<02:09, 140.04it/s]
Average Loss = 329.55:  28%|██▊       | 6926/25000 [00:50<02:19, 129.97it/s]
Average Loss = 328.53:  28%|██▊       | 6926/25000 [00:50<02:19, 129.97it/s]
Average Loss = 328.53:  28%|██▊       | 6926/25000 [00:50<02:19, 129.97it/s]
Average Loss = 328.53:  28%|██▊       | 6940/25000 [00:50<02:30, 119.78it/s]
Average Loss = 328.18:  28%|██▊       | 6940/25000 [00:50<02:30, 119.78it/s]
Average Loss = 328.18:  28%|██▊       | 6940/25000 [00:50<02:30, 119.78it/s]
Average Loss = 327.4:  28%|██▊       | 6940/25000 [00:50<02:30, 119.78it/s] 
Average Loss = 327.4:  28%|██▊       | 6940/25000 [00:50<02:30, 119.78it/s]
Average Loss = 327.4:  28%|██▊       | 6953/25000 [00:50<02:46, 108.10it/s]
Average Loss = 326.54:  28%|██▊       | 6953/25000 [00:50<02:46, 108.10it/s]
Average Loss = 326.54:  28%|██▊       | 6953/25000 [00:50<02:46, 108.10it/s]
Average Loss = 326.54:  28%|██▊       | 6967/25000 [00:50<02:35, 115.81it/s]
Average Loss = 324.85:  28%|██▊       | 6967/25000 [00:50<02:35, 115.81it/s]
Average Loss = 324.85:  28%|██▊       | 6967/25000 [00:50<02:35, 115.81it/s]
Average Loss = 323.51:  28%|██▊       | 6967/25000 [00:50<02:35, 115.81it/s]
Average Loss = 323.51:  28%|██▊       | 6967/25000 [00:50<02:35, 115.81it/s]
Average Loss = 323.51:  28%|██▊       | 6981/25000 [00:50<02:31, 118.56it/s]
Average Loss = 322.83:  28%|██▊       | 6981/25000 [00:50<02:31, 118.56it/s]
Average Loss = 322.83:  28%|██▊       | 6981/25000 [00:50<02:31, 118.56it/s]
Average Loss = 322.83:  28%|██▊       | 6994/25000 [00:50<02:46, 108.32it/s]
Average Loss = 322.03:  28%|██▊       | 6994/25000 [00:50<02:46, 108.32it/s]
Average Loss = 322.03:  28%|██▊       | 6994/25000 [00:50<02:46, 108.32it/s]
Average Loss = 322.03:  28%|██▊       | 7006/25000 [00:50<02:57, 101.40it/s]
Average Loss = 321.29:  28%|██▊       | 7006/25000 [00:50<02:57, 101.40it/s]
Average Loss = 321.29:  28%|██▊       | 7006/25000 [00:50<02:57, 101.40it/s]
Average Loss = 321.29:  28%|██▊       | 7017/25000 [00:51<03:03, 97.96it/s] 
Average Loss = 321.07:  28%|██▊       | 7017/25000 [00:51<03:03, 97.96it/s]
Average Loss = 321.07:  28%|██▊       | 7017/25000 [00:51<03:03, 97.96it/s]
Average Loss = 321.07:  28%|██▊       | 7028/25000 [00:51<03:07, 95.64it/s]
Average Loss = 321.44:  28%|██▊       | 7028/25000 [00:51<03:07, 95.64it/s]
Average Loss = 321.44:  28%|██▊       | 7028/25000 [00:51<03:07, 95.64it/s]
Average Loss = 321.44:  28%|██▊       | 7038/25000 [00:51<03:10, 94.40it/s]
Average Loss = 320.25:  28%|██▊       | 7038/25000 [00:51<03:10, 94.40it/s]
Average Loss = 320.25:  28%|██▊       | 7038/25000 [00:51<03:10, 94.40it/s]
Average Loss = 320.25:  28%|██▊       | 7048/25000 [00:51<03:13, 93.01it/s]
Average Loss = 319.22:  28%|██▊       | 7048/25000 [00:51<03:13, 93.01it/s]
Average Loss = 319.22:  28%|██▊       | 7048/25000 [00:51<03:13, 93.01it/s]
Average Loss = 319.22:  28%|██▊       | 7059/25000 [00:51<03:05, 96.66it/s]
Average Loss = 318.07:  28%|██▊       | 7059/25000 [00:51<03:05, 96.66it/s]
Average Loss = 318.07:  28%|██▊       | 7059/25000 [00:51<03:05, 96.66it/s]
Average Loss = 317.15:  28%|██▊       | 7059/25000 [00:51<03:05, 96.66it/s]
Average Loss = 317.15:  28%|██▊       | 7059/25000 [00:51<03:05, 96.66it/s]
Average Loss = 317.15:  28%|██▊       | 7073/25000 [00:51<02:49, 105.85it/s]
Average Loss = 316.77:  28%|██▊       | 7073/25000 [00:51<02:49, 105.85it/s]
Average Loss = 316.77:  28%|██▊       | 7073/25000 [00:51<02:49, 105.85it/s]
Average Loss = 316.77:  28%|██▊       | 7084/25000 [00:51<02:53, 103.12it/s]
Average Loss = 316:  28%|██▊       | 7084/25000 [00:51<02:53, 103.12it/s]   
Average Loss = 316:  28%|██▊       | 7084/25000 [00:51<02:53, 103.12it/s]
Average Loss = 316:  28%|██▊       | 7095/25000 [00:51<03:07, 95.48it/s] 
Average Loss = 315.65:  28%|██▊       | 7095/25000 [00:51<03:07, 95.48it/s]
Average Loss = 315.65:  28%|██▊       | 7095/25000 [00:51<03:07, 95.48it/s]
Average Loss = 315.65:  28%|██▊       | 7107/25000 [00:51<02:57, 100.71it/s]
Average Loss = 314.64:  28%|██▊       | 7107/25000 [00:51<02:57, 100.71it/s]
Average Loss = 314.64:  28%|██▊       | 7107/25000 [00:51<02:57, 100.71it/s]
Average Loss = 314.87:  28%|██▊       | 7107/25000 [00:52<02:57, 100.71it/s]
Average Loss = 314.87:  28%|██▊       | 7107/25000 [00:52<02:57, 100.71it/s]
Average Loss = 314.87:  28%|██▊       | 7121/25000 [00:52<02:44, 108.65it/s]
Average Loss = 314.4:  28%|██▊       | 7121/25000 [00:52<02:44, 108.65it/s] 
Average Loss = 314.4:  28%|██▊       | 7121/25000 [00:52<02:44, 108.65it/s]
Average Loss = 314.4:  29%|██▊       | 7135/25000 [00:52<02:34, 115.71it/s]
Average Loss = 313.31:  29%|██▊       | 7135/25000 [00:52<02:34, 115.71it/s]
Average Loss = 313.31:  29%|██▊       | 7135/25000 [00:52<02:34, 115.71it/s]
Average Loss = 313.31:  29%|██▊       | 7149/25000 [00:52<02:28, 120.23it/s]
Average Loss = 312.59:  29%|██▊       | 7149/25000 [00:52<02:28, 120.23it/s]
Average Loss = 312.59:  29%|██▊       | 7149/25000 [00:52<02:28, 120.23it/s]
Average Loss = 311.35:  29%|██▊       | 7149/25000 [00:52<02:28, 120.23it/s]
Average Loss = 311.35:  29%|██▊       | 7149/25000 [00:52<02:28, 120.23it/s]
Average Loss = 311.35:  29%|██▊       | 7163/25000 [00:52<02:23, 124.49it/s]
Average Loss = 310.59:  29%|██▊       | 7163/25000 [00:52<02:23, 124.49it/s]
Average Loss = 310.59:  29%|██▊       | 7163/25000 [00:52<02:23, 124.49it/s]
Average Loss = 310.59:  29%|██▊       | 7177/25000 [00:52<02:19, 127.96it/s]
Average Loss = 310.18:  29%|██▊       | 7177/25000 [00:52<02:19, 127.96it/s]
Average Loss = 310.18:  29%|██▊       | 7177/25000 [00:52<02:19, 127.96it/s]
Average Loss = 309.95:  29%|██▊       | 7177/25000 [00:52<02:19, 127.96it/s]
Average Loss = 309.95:  29%|██▊       | 7177/25000 [00:52<02:19, 127.96it/s]
Average Loss = 309.95:  29%|██▉       | 7191/25000 [00:52<02:16, 130.29it/s]
Average Loss = 308.86:  29%|██▉       | 7191/25000 [00:52<02:16, 130.29it/s]
Average Loss = 308.86:  29%|██▉       | 7191/25000 [00:52<02:16, 130.29it/s]
Average Loss = 308.86:  29%|██▉       | 7205/25000 [00:52<02:14, 132.31it/s]
Average Loss = 308.44:  29%|██▉       | 7205/25000 [00:52<02:14, 132.31it/s]
Average Loss = 308.44:  29%|██▉       | 7205/25000 [00:52<02:14, 132.31it/s]
Average Loss = 308.44:  29%|██▉       | 7219/25000 [00:52<02:12, 133.72it/s]
Average Loss = 307.29:  29%|██▉       | 7219/25000 [00:52<02:12, 133.72it/s]
Average Loss = 307.29:  29%|██▉       | 7219/25000 [00:52<02:12, 133.72it/s]
Average Loss = 305:  29%|██▉       | 7219/25000 [00:52<02:12, 133.72it/s]   
Average Loss = 305:  29%|██▉       | 7219/25000 [00:52<02:12, 133.72it/s]
Average Loss = 305:  29%|██▉       | 7233/25000 [00:52<02:12, 134.41it/s]
Average Loss = 305.05:  29%|██▉       | 7233/25000 [00:52<02:12, 134.41it/s]
Average Loss = 305.05:  29%|██▉       | 7233/25000 [00:52<02:12, 134.41it/s]
Average Loss = 305.05:  29%|██▉       | 7247/25000 [00:52<02:11, 135.17it/s]
Average Loss = 304.1:  29%|██▉       | 7247/25000 [00:52<02:11, 135.17it/s] 
Average Loss = 304.1:  29%|██▉       | 7247/25000 [00:52<02:11, 135.17it/s]
Average Loss = 303.48:  29%|██▉       | 7247/25000 [00:53<02:11, 135.17it/s]
Average Loss = 303.48:  29%|██▉       | 7247/25000 [00:53<02:11, 135.17it/s]
Average Loss = 303.48:  29%|██▉       | 7261/25000 [00:53<02:10, 135.44it/s]
Average Loss = 302.4:  29%|██▉       | 7261/25000 [00:53<02:10, 135.44it/s] 
Average Loss = 302.4:  29%|██▉       | 7261/25000 [00:53<02:10, 135.44it/s]
Average Loss = 302.4:  29%|██▉       | 7275/25000 [00:53<02:10, 135.48it/s]
Average Loss = 301.57:  29%|██▉       | 7275/25000 [00:53<02:10, 135.48it/s]
Average Loss = 301.57:  29%|██▉       | 7275/25000 [00:53<02:10, 135.48it/s]
Average Loss = 301.57:  29%|██▉       | 7289/25000 [00:53<02:10, 135.80it/s]
Average Loss = 300.38:  29%|██▉       | 7289/25000 [00:53<02:10, 135.80it/s]
Average Loss = 300.38:  29%|██▉       | 7289/25000 [00:53<02:10, 135.80it/s]
Average Loss = 299.96:  29%|██▉       | 7289/25000 [00:53<02:10, 135.80it/s]
Average Loss = 299.96:  29%|██▉       | 7289/25000 [00:53<02:10, 135.80it/s]
Average Loss = 299.96:  29%|██▉       | 7303/25000 [00:53<02:10, 135.79it/s]
Average Loss = 299.36:  29%|██▉       | 7303/25000 [00:53<02:10, 135.79it/s]
Average Loss = 299.36:  29%|██▉       | 7303/25000 [00:53<02:10, 135.79it/s]
Average Loss = 299.36:  29%|██▉       | 7317/25000 [00:53<02:09, 136.32it/s]
Average Loss = 298.89:  29%|██▉       | 7317/25000 [00:53<02:09, 136.32it/s]
Average Loss = 298.89:  29%|██▉       | 7317/25000 [00:53<02:09, 136.32it/s]
Average Loss = 297.97:  29%|██▉       | 7317/25000 [00:53<02:09, 136.32it/s]
Average Loss = 297.97:  29%|██▉       | 7317/25000 [00:53<02:09, 136.32it/s]
Average Loss = 297.97:  29%|██▉       | 7331/25000 [00:53<02:09, 136.33it/s]
Average Loss = 296.52:  29%|██▉       | 7331/25000 [00:53<02:09, 136.33it/s]
Average Loss = 296.52:  29%|██▉       | 7331/25000 [00:53<02:09, 136.33it/s]
Average Loss = 296.52:  29%|██▉       | 7345/25000 [00:53<02:09, 136.34it/s]
Average Loss = 296.73:  29%|██▉       | 7345/25000 [00:53<02:09, 136.34it/s]
Average Loss = 296.73:  29%|██▉       | 7345/25000 [00:53<02:09, 136.34it/s]
Average Loss = 296.73:  29%|██▉       | 7359/25000 [00:53<02:09, 136.65it/s]
Average Loss = 296.38:  29%|██▉       | 7359/25000 [00:53<02:09, 136.65it/s]
Average Loss = 296.38:  29%|██▉       | 7359/25000 [00:53<02:09, 136.65it/s]
Average Loss = 295.44:  29%|██▉       | 7359/25000 [00:53<02:09, 136.65it/s]
Average Loss = 295.44:  29%|██▉       | 7359/25000 [00:53<02:09, 136.65it/s]
Average Loss = 295.44:  29%|██▉       | 7373/25000 [00:53<02:09, 136.44it/s]
Average Loss = 293.83:  29%|██▉       | 7373/25000 [00:53<02:09, 136.44it/s]
Average Loss = 293.83:  29%|██▉       | 7373/25000 [00:53<02:09, 136.44it/s]
Average Loss = 293.83:  30%|██▉       | 7387/25000 [00:53<02:08, 136.59it/s]
Average Loss = 293.39:  30%|██▉       | 7387/25000 [00:54<02:08, 136.59it/s]
Average Loss = 293.39:  30%|██▉       | 7387/25000 [00:54<02:08, 136.59it/s]
Average Loss = 291.37:  30%|██▉       | 7387/25000 [00:54<02:08, 136.59it/s]
Average Loss = 291.37:  30%|██▉       | 7387/25000 [00:54<02:08, 136.59it/s]
Average Loss = 291.37:  30%|██▉       | 7401/25000 [00:54<02:08, 136.69it/s]
Average Loss = 290.7:  30%|██▉       | 7401/25000 [00:54<02:08, 136.69it/s] 
Average Loss = 290.7:  30%|██▉       | 7401/25000 [00:54<02:08, 136.69it/s]
Average Loss = 290.7:  30%|██▉       | 7415/25000 [00:54<02:08, 136.48it/s]
Average Loss = 288.46:  30%|██▉       | 7415/25000 [00:54<02:08, 136.48it/s]
Average Loss = 288.46:  30%|██▉       | 7415/25000 [00:54<02:08, 136.48it/s]
Average Loss = 288.46:  30%|██▉       | 7429/25000 [00:54<02:09, 135.31it/s]
Average Loss = 287.18:  30%|██▉       | 7429/25000 [00:54<02:09, 135.31it/s]
Average Loss = 287.18:  30%|██▉       | 7429/25000 [00:54<02:09, 135.31it/s]
Average Loss = 285.98:  30%|██▉       | 7429/25000 [00:54<02:09, 135.31it/s]
Average Loss = 285.98:  30%|██▉       | 7429/25000 [00:54<02:09, 135.31it/s]
Average Loss = 285.98:  30%|██▉       | 7443/25000 [00:54<02:09, 135.44it/s]
Average Loss = 285.51:  30%|██▉       | 7443/25000 [00:54<02:09, 135.44it/s]
Average Loss = 285.51:  30%|██▉       | 7443/25000 [00:54<02:09, 135.44it/s]
Average Loss = 285.51:  30%|██▉       | 7457/25000 [00:54<02:09, 135.73it/s]
Average Loss = 284.88:  30%|██▉       | 7457/25000 [00:54<02:09, 135.73it/s]
Average Loss = 284.88:  30%|██▉       | 7457/25000 [00:54<02:09, 135.73it/s]
Average Loss = 283.4:  30%|██▉       | 7457/25000 [00:54<02:09, 135.73it/s] 
Average Loss = 283.4:  30%|██▉       | 7457/25000 [00:54<02:09, 135.73it/s]
Average Loss = 283.4:  30%|██▉       | 7471/25000 [00:54<02:08, 135.98it/s]
Average Loss = 281.96:  30%|██▉       | 7471/25000 [00:54<02:08, 135.98it/s]
Average Loss = 281.96:  30%|██▉       | 7471/25000 [00:54<02:08, 135.98it/s]
Average Loss = 281.96:  30%|██▉       | 7485/25000 [00:54<02:08, 136.28it/s]
Average Loss = 281.27:  30%|██▉       | 7485/25000 [00:54<02:08, 136.28it/s]
Average Loss = 281.27:  30%|██▉       | 7485/25000 [00:54<02:08, 136.28it/s]
Average Loss = 281.27:  30%|██▉       | 7499/25000 [00:54<02:08, 136.43it/s]
Average Loss = 280.72:  30%|██▉       | 7499/25000 [00:54<02:08, 136.43it/s]
Average Loss = 280.72:  30%|██▉       | 7499/25000 [00:54<02:08, 136.43it/s]
Average Loss = 279.32:  30%|██▉       | 7499/25000 [00:54<02:08, 136.43it/s]
Average Loss = 279.32:  30%|██▉       | 7499/25000 [00:54<02:08, 136.43it/s]
Average Loss = 279.32:  30%|███       | 7513/25000 [00:54<02:08, 136.21it/s]
Average Loss = 278.53:  30%|███       | 7513/25000 [00:54<02:08, 136.21it/s]
Average Loss = 278.53:  30%|███       | 7513/25000 [00:54<02:08, 136.21it/s]
Average Loss = 278.53:  30%|███       | 7527/25000 [00:55<02:08, 136.44it/s]
Average Loss = 278.03:  30%|███       | 7527/25000 [00:55<02:08, 136.44it/s]
Average Loss = 278.03:  30%|███       | 7527/25000 [00:55<02:08, 136.44it/s]
Average Loss = 277.14:  30%|███       | 7527/25000 [00:55<02:08, 136.44it/s]
Average Loss = 277.14:  30%|███       | 7527/25000 [00:55<02:08, 136.44it/s]
Average Loss = 277.14:  30%|███       | 7541/25000 [00:55<02:08, 136.28it/s]
Average Loss = 276.45:  30%|███       | 7541/25000 [00:55<02:08, 136.28it/s]
Average Loss = 276.45:  30%|███       | 7541/25000 [00:55<02:08, 136.28it/s]
Average Loss = 276.45:  30%|███       | 7555/25000 [00:55<02:07, 136.57it/s]
Average Loss = 276.02:  30%|███       | 7555/25000 [00:55<02:07, 136.57it/s]
Average Loss = 276.02:  30%|███       | 7555/25000 [00:55<02:07, 136.57it/s]
Average Loss = 276.02:  30%|███       | 7569/25000 [00:55<02:07, 136.58it/s]
Average Loss = 275.9:  30%|███       | 7569/25000 [00:55<02:07, 136.58it/s] 
Average Loss = 275.9:  30%|███       | 7569/25000 [00:55<02:07, 136.58it/s]
Average Loss = 275.88:  30%|███       | 7569/25000 [00:55<02:07, 136.58it/s]
Average Loss = 275.88:  30%|███       | 7569/25000 [00:55<02:07, 136.58it/s]
Average Loss = 275.88:  30%|███       | 7583/25000 [00:55<02:10, 133.52it/s]
Average Loss = 275.05:  30%|███       | 7583/25000 [00:55<02:10, 133.52it/s]
Average Loss = 275.05:  30%|███       | 7583/25000 [00:55<02:10, 133.52it/s]
Average Loss = 275.05:  30%|███       | 7597/25000 [00:55<02:09, 134.47it/s]
Average Loss = 274.31:  30%|███       | 7597/25000 [00:55<02:09, 134.47it/s]
Average Loss = 274.31:  30%|███       | 7597/25000 [00:55<02:09, 134.47it/s]
Average Loss = 273.95:  30%|███       | 7597/25000 [00:55<02:09, 134.47it/s]
Average Loss = 273.95:  30%|███       | 7597/25000 [00:55<02:09, 134.47it/s]
Average Loss = 273.95:  30%|███       | 7611/25000 [00:55<02:08, 135.03it/s]
Average Loss = 273.72:  30%|███       | 7611/25000 [00:55<02:08, 135.03it/s]
Average Loss = 273.72:  30%|███       | 7611/25000 [00:55<02:08, 135.03it/s]
Average Loss = 273.72:  30%|███       | 7625/25000 [00:55<02:08, 135.72it/s]
Average Loss = 272.2:  30%|███       | 7625/25000 [00:55<02:08, 135.72it/s] 
Average Loss = 272.2:  30%|███       | 7625/25000 [00:55<02:08, 135.72it/s]
Average Loss = 272.2:  31%|███       | 7639/25000 [00:55<02:07, 136.23it/s]
Average Loss = 271.71:  31%|███       | 7639/25000 [00:55<02:07, 136.23it/s]
Average Loss = 271.71:  31%|███       | 7639/25000 [00:55<02:07, 136.23it/s]
Average Loss = 270.76:  31%|███       | 7639/25000 [00:55<02:07, 136.23it/s]
Average Loss = 270.76:  31%|███       | 7639/25000 [00:55<02:07, 136.23it/s]
Average Loss = 270.76:  31%|███       | 7653/25000 [00:55<02:07, 136.09it/s]
Average Loss = 269.88:  31%|███       | 7653/25000 [00:56<02:07, 136.09it/s]
Average Loss = 269.88:  31%|███       | 7653/25000 [00:56<02:07, 136.09it/s]
Average Loss = 269.88:  31%|███       | 7667/25000 [00:56<02:07, 136.08it/s]
Average Loss = 269.4:  31%|███       | 7667/25000 [00:56<02:07, 136.08it/s] 
Average Loss = 269.4:  31%|███       | 7667/25000 [00:56<02:07, 136.08it/s]
Average Loss = 268.01:  31%|███       | 7667/25000 [00:56<02:07, 136.08it/s]
Average Loss = 268.01:  31%|███       | 7667/25000 [00:56<02:07, 136.08it/s]
Average Loss = 268.01:  31%|███       | 7681/25000 [00:56<02:07, 136.34it/s]
Average Loss = 268.16:  31%|███       | 7681/25000 [00:56<02:07, 136.34it/s]
Average Loss = 268.16:  31%|███       | 7681/25000 [00:56<02:07, 136.34it/s]
Average Loss = 268.16:  31%|███       | 7695/25000 [00:56<02:07, 135.88it/s]
Average Loss = 267.59:  31%|███       | 7695/25000 [00:56<02:07, 135.88it/s]
Average Loss = 267.59:  31%|███       | 7695/25000 [00:56<02:07, 135.88it/s]
Average Loss = 267.59:  31%|███       | 7709/25000 [00:56<02:07, 136.06it/s]
Average Loss = 267.1:  31%|███       | 7709/25000 [00:56<02:07, 136.06it/s] 
Average Loss = 267.1:  31%|███       | 7709/25000 [00:56<02:07, 136.06it/s]
Average Loss = 266.74:  31%|███       | 7709/25000 [00:56<02:07, 136.06it/s]
Average Loss = 266.74:  31%|███       | 7709/25000 [00:56<02:07, 136.06it/s]
Average Loss = 266.74:  31%|███       | 7723/25000 [00:56<02:06, 136.18it/s]
Average Loss = 266.36:  31%|███       | 7723/25000 [00:56<02:06, 136.18it/s]
Average Loss = 266.36:  31%|███       | 7723/25000 [00:56<02:06, 136.18it/s]
Average Loss = 266.36:  31%|███       | 7737/25000 [00:56<02:06, 136.26it/s]
Average Loss = 265.63:  31%|███       | 7737/25000 [00:56<02:06, 136.26it/s]
Average Loss = 265.63:  31%|███       | 7737/25000 [00:56<02:06, 136.26it/s]
Average Loss = 265:  31%|███       | 7737/25000 [00:56<02:06, 136.26it/s]   
Average Loss = 265:  31%|███       | 7737/25000 [00:56<02:06, 136.26it/s]
Average Loss = 265:  31%|███       | 7751/25000 [00:56<02:06, 136.31it/s]
Average Loss = 264.46:  31%|███       | 7751/25000 [00:56<02:06, 136.31it/s]
Average Loss = 264.46:  31%|███       | 7751/25000 [00:56<02:06, 136.31it/s]
Average Loss = 264.46:  31%|███       | 7765/25000 [00:56<02:06, 136.55it/s]
Average Loss = 262.97:  31%|███       | 7765/25000 [00:56<02:06, 136.55it/s]
Average Loss = 262.97:  31%|███       | 7765/25000 [00:56<02:06, 136.55it/s]
Average Loss = 262.97:  31%|███       | 7779/25000 [00:56<02:06, 136.62it/s]
Average Loss = 262.37:  31%|███       | 7779/25000 [00:56<02:06, 136.62it/s]
Average Loss = 262.37:  31%|███       | 7779/25000 [00:56<02:06, 136.62it/s]
Average Loss = 262.03:  31%|███       | 7779/25000 [00:56<02:06, 136.62it/s]
Average Loss = 262.03:  31%|███       | 7779/25000 [00:56<02:06, 136.62it/s]
Average Loss = 262.03:  31%|███       | 7793/25000 [00:56<02:06, 136.34it/s]
Average Loss = 261.07:  31%|███       | 7793/25000 [00:57<02:06, 136.34it/s]
Average Loss = 261.07:  31%|███       | 7793/25000 [00:57<02:06, 136.34it/s]
Average Loss = 261.07:  31%|███       | 7807/25000 [00:57<02:06, 136.34it/s]
Average Loss = 259.98:  31%|███       | 7807/25000 [00:57<02:06, 136.34it/s]
Average Loss = 259.98:  31%|███       | 7807/25000 [00:57<02:06, 136.34it/s]
Average Loss = 259.63:  31%|███       | 7807/25000 [00:57<02:06, 136.34it/s]
Average Loss = 259.63:  31%|███       | 7807/25000 [00:57<02:06, 136.34it/s]
Average Loss = 259.63:  31%|███▏      | 7821/25000 [00:57<02:05, 136.40it/s]
Average Loss = 259.62:  31%|███▏      | 7821/25000 [00:57<02:05, 136.40it/s]
Average Loss = 259.62:  31%|███▏      | 7821/25000 [00:57<02:05, 136.40it/s]
Average Loss = 259.62:  31%|███▏      | 7835/25000 [00:57<02:05, 136.58it/s]
Average Loss = 258.6:  31%|███▏      | 7835/25000 [00:57<02:05, 136.58it/s] 
Average Loss = 258.6:  31%|███▏      | 7835/25000 [00:57<02:05, 136.58it/s]
Average Loss = 258.6:  31%|███▏      | 7849/25000 [00:57<02:05, 136.65it/s]
Average Loss = 257.64:  31%|███▏      | 7849/25000 [00:57<02:05, 136.65it/s]
Average Loss = 257.64:  31%|███▏      | 7849/25000 [00:57<02:05, 136.65it/s]
Average Loss = 257.44:  31%|███▏      | 7849/25000 [00:57<02:05, 136.65it/s]
Average Loss = 257.44:  31%|███▏      | 7849/25000 [00:57<02:05, 136.65it/s]
Average Loss = 257.44:  31%|███▏      | 7863/25000 [00:57<02:05, 136.35it/s]
Average Loss = 257.15:  31%|███▏      | 7863/25000 [00:57<02:05, 136.35it/s]
Average Loss = 257.15:  31%|███▏      | 7863/25000 [00:57<02:05, 136.35it/s]
Average Loss = 257.15:  32%|███▏      | 7877/25000 [00:57<02:05, 136.53it/s]
Average Loss = 256.34:  32%|███▏      | 7877/25000 [00:57<02:05, 136.53it/s]
Average Loss = 256.34:  32%|███▏      | 7877/25000 [00:57<02:05, 136.53it/s]
Average Loss = 256.32:  32%|███▏      | 7877/25000 [00:57<02:05, 136.53it/s]
Average Loss = 256.32:  32%|███▏      | 7877/25000 [00:57<02:05, 136.53it/s]
Average Loss = 256.32:  32%|███▏      | 7891/25000 [00:57<02:05, 136.71it/s]
Average Loss = 256.05:  32%|███▏      | 7891/25000 [00:57<02:05, 136.71it/s]
Average Loss = 256.05:  32%|███▏      | 7891/25000 [00:57<02:05, 136.71it/s]
Average Loss = 256.05:  32%|███▏      | 7905/25000 [00:57<02:04, 136.81it/s]
Average Loss = 254.64:  32%|███▏      | 7905/25000 [00:57<02:04, 136.81it/s]
Average Loss = 254.64:  32%|███▏      | 7905/25000 [00:57<02:04, 136.81it/s]
Average Loss = 254.64:  32%|███▏      | 7919/25000 [00:57<02:04, 136.79it/s]
Average Loss = 254.47:  32%|███▏      | 7919/25000 [00:57<02:04, 136.79it/s]
Average Loss = 254.47:  32%|███▏      | 7919/25000 [00:57<02:04, 136.79it/s]
Average Loss = 254.19:  32%|███▏      | 7919/25000 [00:57<02:04, 136.79it/s]
Average Loss = 254.19:  32%|███▏      | 7919/25000 [00:57<02:04, 136.79it/s]
Average Loss = 254.19:  32%|███▏      | 7933/25000 [00:58<02:05, 136.46it/s]
Average Loss = 253.92:  32%|███▏      | 7933/25000 [00:58<02:05, 136.46it/s]
Average Loss = 253.92:  32%|███▏      | 7933/25000 [00:58<02:05, 136.46it/s]
Average Loss = 253.92:  32%|███▏      | 7947/25000 [00:58<02:04, 136.64it/s]
Average Loss = 253.2:  32%|███▏      | 7947/25000 [00:58<02:04, 136.64it/s] 
Average Loss = 253.2:  32%|███▏      | 7947/25000 [00:58<02:04, 136.64it/s]
Average Loss = 253.19:  32%|███▏      | 7947/25000 [00:58<02:04, 136.64it/s]
Average Loss = 253.19:  32%|███▏      | 7947/25000 [00:58<02:04, 136.64it/s]
Average Loss = 253.19:  32%|███▏      | 7961/25000 [00:58<02:05, 136.07it/s]
Average Loss = 253.47:  32%|███▏      | 7961/25000 [00:58<02:05, 136.07it/s]
Average Loss = 253.47:  32%|███▏      | 7961/25000 [00:58<02:05, 136.07it/s]
Average Loss = 253.47:  32%|███▏      | 7975/25000 [00:58<02:04, 136.41it/s]
Average Loss = 252.75:  32%|███▏      | 7975/25000 [00:58<02:04, 136.41it/s]
Average Loss = 252.75:  32%|███▏      | 7975/25000 [00:58<02:04, 136.41it/s]
Average Loss = 252.75:  32%|███▏      | 7989/25000 [00:58<02:04, 136.48it/s]
Average Loss = 252.49:  32%|███▏      | 7989/25000 [00:58<02:04, 136.48it/s]
Average Loss = 252.49:  32%|███▏      | 7989/25000 [00:58<02:04, 136.48it/s]
Average Loss = 252.52:  32%|███▏      | 7989/25000 [00:58<02:04, 136.48it/s]
Average Loss = 252.52:  32%|███▏      | 7989/25000 [00:58<02:04, 136.48it/s]
Average Loss = 252.52:  32%|███▏      | 8003/25000 [00:58<02:04, 136.09it/s]
Average Loss = 252.37:  32%|███▏      | 8003/25000 [00:58<02:04, 136.09it/s]
Average Loss = 252.37:  32%|███▏      | 8003/25000 [00:58<02:04, 136.09it/s]
Average Loss = 252.37:  32%|███▏      | 8017/25000 [00:58<02:04, 136.49it/s]
Average Loss = 251.57:  32%|███▏      | 8017/25000 [00:58<02:04, 136.49it/s]
Average Loss = 251.57:  32%|███▏      | 8017/25000 [00:58<02:04, 136.49it/s]
Average Loss = 250.48:  32%|███▏      | 8017/25000 [00:58<02:04, 136.49it/s]
Average Loss = 250.48:  32%|███▏      | 8017/25000 [00:58<02:04, 136.49it/s]
Average Loss = 250.48:  32%|███▏      | 8031/25000 [00:58<02:04, 136.39it/s]
Average Loss = 249.76:  32%|███▏      | 8031/25000 [00:58<02:04, 136.39it/s]
Average Loss = 249.76:  32%|███▏      | 8031/25000 [00:58<02:04, 136.39it/s]
Average Loss = 249.76:  32%|███▏      | 8045/25000 [00:58<02:04, 136.63it/s]
Average Loss = 249.27:  32%|███▏      | 8045/25000 [00:58<02:04, 136.63it/s]
Average Loss = 249.27:  32%|███▏      | 8045/25000 [00:58<02:04, 136.63it/s]
Average Loss = 249.27:  32%|███▏      | 8059/25000 [00:58<02:03, 136.70it/s]
Average Loss = 248.6:  32%|███▏      | 8059/25000 [00:58<02:03, 136.70it/s] 
Average Loss = 248.6:  32%|███▏      | 8059/25000 [00:58<02:03, 136.70it/s]
Average Loss = 248.61:  32%|███▏      | 8059/25000 [00:59<02:03, 136.70it/s]
Average Loss = 248.61:  32%|███▏      | 8059/25000 [00:59<02:03, 136.70it/s]
Average Loss = 248.61:  32%|███▏      | 8073/25000 [00:59<02:04, 136.49it/s]
Average Loss = 248.37:  32%|███▏      | 8073/25000 [00:59<02:04, 136.49it/s]
Average Loss = 248.37:  32%|███▏      | 8073/25000 [00:59<02:04, 136.49it/s]
Average Loss = 248.37:  32%|███▏      | 8087/25000 [00:59<02:03, 136.76it/s]
Average Loss = 247.74:  32%|███▏      | 8087/25000 [00:59<02:03, 136.76it/s]
Average Loss = 247.74:  32%|███▏      | 8087/25000 [00:59<02:03, 136.76it/s]
Average Loss = 247.65:  32%|███▏      | 8087/25000 [00:59<02:03, 136.76it/s]
Average Loss = 247.65:  32%|███▏      | 8087/25000 [00:59<02:03, 136.76it/s]
Average Loss = 247.65:  32%|███▏      | 8101/25000 [00:59<02:03, 136.61it/s]
Average Loss = 247.23:  32%|███▏      | 8101/25000 [00:59<02:03, 136.61it/s]
Average Loss = 247.23:  32%|███▏      | 8101/25000 [00:59<02:03, 136.61it/s]
Average Loss = 247.23:  32%|███▏      | 8115/25000 [00:59<02:14, 125.39it/s]
Average Loss = 246.71:  32%|███▏      | 8115/25000 [00:59<02:14, 125.39it/s]
Average Loss = 246.71:  32%|███▏      | 8115/25000 [00:59<02:14, 125.39it/s]
Average Loss = 246.71:  33%|███▎      | 8128/25000 [00:59<02:26, 114.90it/s]
Average Loss = 246.42:  33%|███▎      | 8128/25000 [00:59<02:26, 114.90it/s]
Average Loss = 246.42:  33%|███▎      | 8128/25000 [00:59<02:26, 114.90it/s]
Average Loss = 246.62:  33%|███▎      | 8128/25000 [00:59<02:26, 114.90it/s]
Average Loss = 246.62:  33%|███▎      | 8128/25000 [00:59<02:26, 114.90it/s]
Average Loss = 246.62:  33%|███▎      | 8142/25000 [00:59<02:19, 120.49it/s]
Average Loss = 246.3:  33%|███▎      | 8142/25000 [00:59<02:19, 120.49it/s] 
Average Loss = 246.3:  33%|███▎      | 8142/25000 [00:59<02:19, 120.49it/s]
Average Loss = 246.3:  33%|███▎      | 8155/25000 [00:59<02:24, 116.34it/s]
Average Loss = 245.65:  33%|███▎      | 8155/25000 [00:59<02:24, 116.34it/s]
Average Loss = 245.65:  33%|███▎      | 8155/25000 [00:59<02:24, 116.34it/s]
Average Loss = 245.65:  33%|███▎      | 8167/25000 [00:59<02:37, 107.04it/s]
Average Loss = 244.3:  33%|███▎      | 8167/25000 [00:59<02:37, 107.04it/s] 
Average Loss = 244.3:  33%|███▎      | 8167/25000 [00:59<02:37, 107.04it/s]
Average Loss = 244.3:  33%|███▎      | 8179/25000 [00:59<02:45, 101.66it/s]
Average Loss = 243.52:  33%|███▎      | 8179/25000 [01:00<02:45, 101.66it/s]
Average Loss = 243.52:  33%|███▎      | 8179/25000 [01:00<02:45, 101.66it/s]
Average Loss = 243.52:  33%|███▎      | 8190/25000 [01:00<02:52, 97.42it/s] 
Average Loss = 243.06:  33%|███▎      | 8190/25000 [01:00<02:52, 97.42it/s]
Average Loss = 243.06:  33%|███▎      | 8190/25000 [01:00<02:52, 97.42it/s]
Average Loss = 243.06:  33%|███▎      | 8200/25000 [01:00<02:57, 94.83it/s]
Average Loss = 243:  33%|███▎      | 8200/25000 [01:00<02:57, 94.83it/s]   
Average Loss = 243:  33%|███▎      | 8200/25000 [01:00<02:57, 94.83it/s]
Average Loss = 243:  33%|███▎      | 8210/25000 [01:00<02:58, 94.25it/s]
Average Loss = 242.16:  33%|███▎      | 8210/25000 [01:00<02:58, 94.25it/s]
Average Loss = 242.16:  33%|███▎      | 8210/25000 [01:00<02:58, 94.25it/s]
Average Loss = 242.16:  33%|███▎      | 8220/25000 [01:00<02:59, 93.61it/s]
Average Loss = 242.46:  33%|███▎      | 8220/25000 [01:00<02:59, 93.61it/s]
Average Loss = 242.46:  33%|███▎      | 8220/25000 [01:00<02:59, 93.61it/s]
Average Loss = 242.46:  33%|███▎      | 8230/25000 [01:00<03:00, 92.84it/s]
Average Loss = 241.81:  33%|███▎      | 8230/25000 [01:00<03:00, 92.84it/s]
Average Loss = 241.81:  33%|███▎      | 8230/25000 [01:00<03:00, 92.84it/s]
Average Loss = 241.24:  33%|███▎      | 8230/25000 [01:00<03:00, 92.84it/s]
Average Loss = 241.24:  33%|███▎      | 8230/25000 [01:00<03:00, 92.84it/s]
Average Loss = 241.24:  33%|███▎      | 8244/25000 [01:00<02:44, 102.06it/s]
Average Loss = 240.72:  33%|███▎      | 8244/25000 [01:00<02:44, 102.06it/s]
Average Loss = 240.72:  33%|███▎      | 8244/25000 [01:00<02:44, 102.06it/s]
Average Loss = 240.72:  33%|███▎      | 8258/25000 [01:00<02:34, 108.20it/s]
Average Loss = 240.55:  33%|███▎      | 8258/25000 [01:00<02:34, 108.20it/s]
Average Loss = 240.55:  33%|███▎      | 8258/25000 [01:00<02:34, 108.20it/s]
Average Loss = 240.55:  33%|███▎      | 8270/25000 [01:00<02:38, 105.65it/s]
Average Loss = 240.75:  33%|███▎      | 8270/25000 [01:00<02:38, 105.65it/s]
Average Loss = 240.75:  33%|███▎      | 8270/25000 [01:00<02:38, 105.65it/s]
Average Loss = 239.9:  33%|███▎      | 8270/25000 [01:00<02:38, 105.65it/s] 
Average Loss = 239.9:  33%|███▎      | 8270/25000 [01:00<02:38, 105.65it/s]
Average Loss = 239.9:  33%|███▎      | 8284/25000 [01:00<02:26, 114.02it/s]
Average Loss = 239.62:  33%|███▎      | 8284/25000 [01:01<02:26, 114.02it/s]
Average Loss = 239.62:  33%|███▎      | 8284/25000 [01:01<02:26, 114.02it/s]
Average Loss = 239.62:  33%|███▎      | 8299/25000 [01:01<02:18, 120.83it/s]
Average Loss = 238.58:  33%|███▎      | 8299/25000 [01:01<02:18, 120.83it/s]
Average Loss = 238.58:  33%|███▎      | 8299/25000 [01:01<02:18, 120.83it/s]
Average Loss = 237.77:  33%|███▎      | 8299/25000 [01:01<02:18, 120.83it/s]
Average Loss = 237.77:  33%|███▎      | 8299/25000 [01:01<02:18, 120.83it/s]
Average Loss = 237.77:  33%|███▎      | 8314/25000 [01:01<02:12, 126.14it/s]
Average Loss = 237.07:  33%|███▎      | 8314/25000 [01:01<02:12, 126.14it/s]
Average Loss = 237.07:  33%|███▎      | 8314/25000 [01:01<02:12, 126.14it/s]
Average Loss = 237.07:  33%|███▎      | 8329/25000 [01:01<02:07, 130.28it/s]
Average Loss = 236.18:  33%|███▎      | 8329/25000 [01:01<02:07, 130.28it/s]
Average Loss = 236.18:  33%|███▎      | 8329/25000 [01:01<02:07, 130.28it/s]
Average Loss = 235.69:  33%|███▎      | 8329/25000 [01:01<02:07, 130.28it/s]
Average Loss = 235.69:  33%|███▎      | 8329/25000 [01:01<02:07, 130.28it/s]
Average Loss = 235.69:  33%|███▎      | 8343/25000 [01:01<02:05, 132.75it/s]
Average Loss = 234.73:  33%|███▎      | 8343/25000 [01:01<02:05, 132.75it/s]
Average Loss = 234.73:  33%|███▎      | 8343/25000 [01:01<02:05, 132.75it/s]
Average Loss = 234.73:  33%|███▎      | 8358/25000 [01:01<02:03, 135.19it/s]
Average Loss = 233.96:  33%|███▎      | 8358/25000 [01:01<02:03, 135.19it/s]
Average Loss = 233.96:  33%|███▎      | 8358/25000 [01:01<02:03, 135.19it/s]
Average Loss = 233.21:  33%|███▎      | 8358/25000 [01:01<02:03, 135.19it/s]
Average Loss = 233.21:  33%|███▎      | 8358/25000 [01:01<02:03, 135.19it/s]
Average Loss = 233.21:  33%|███▎      | 8372/25000 [01:01<02:02, 136.21it/s]
Average Loss = 232.68:  33%|███▎      | 8372/25000 [01:01<02:02, 136.21it/s]
Average Loss = 232.68:  33%|███▎      | 8372/25000 [01:01<02:02, 136.21it/s]
Average Loss = 232.68:  34%|███▎      | 8387/25000 [01:01<02:00, 137.47it/s]
Average Loss = 231.63:  34%|███▎      | 8387/25000 [01:01<02:00, 137.47it/s]
Average Loss = 231.63:  34%|███▎      | 8387/25000 [01:01<02:00, 137.47it/s]
Average Loss = 231.9:  34%|███▎      | 8387/25000 [01:01<02:00, 137.47it/s] 
Average Loss = 231.9:  34%|███▎      | 8387/25000 [01:01<02:00, 137.47it/s]
Average Loss = 231.9:  34%|███▎      | 8402/25000 [01:01<02:00, 138.31it/s]
Average Loss = 231.2:  34%|███▎      | 8402/25000 [01:01<02:00, 138.31it/s]
Average Loss = 231.2:  34%|███▎      | 8402/25000 [01:01<02:00, 138.31it/s]
Average Loss = 231.2:  34%|███▎      | 8417/25000 [01:01<01:59, 139.11it/s]
Average Loss = 231.34:  34%|███▎      | 8417/25000 [01:01<01:59, 139.11it/s]
Average Loss = 231.34:  34%|███▎      | 8417/25000 [01:01<01:59, 139.11it/s]
Average Loss = 231.62:  34%|███▎      | 8417/25000 [01:02<01:59, 139.11it/s]
Average Loss = 231.62:  34%|███▎      | 8417/25000 [01:02<01:59, 139.11it/s]
Average Loss = 231.62:  34%|███▎      | 8431/25000 [01:02<01:59, 139.23it/s]
Average Loss = 231.16:  34%|███▎      | 8431/25000 [01:02<01:59, 139.23it/s]
Average Loss = 231.16:  34%|███▎      | 8431/25000 [01:02<01:59, 139.23it/s]
Average Loss = 231.16:  34%|███▍      | 8446/25000 [01:02<01:58, 139.70it/s]
Average Loss = 230.05:  34%|███▍      | 8446/25000 [01:02<01:58, 139.70it/s]
Average Loss = 230.05:  34%|███▍      | 8446/25000 [01:02<01:58, 139.70it/s]
Average Loss = 230.05:  34%|███▍      | 8460/25000 [01:02<01:58, 139.77it/s]
Average Loss = 229.35:  34%|███▍      | 8460/25000 [01:02<01:58, 139.77it/s]
Average Loss = 229.35:  34%|███▍      | 8460/25000 [01:02<01:58, 139.77it/s]
Average Loss = 228.44:  34%|███▍      | 8460/25000 [01:02<01:58, 139.77it/s]
Average Loss = 228.44:  34%|███▍      | 8460/25000 [01:02<01:58, 139.77it/s]
Average Loss = 228.44:  34%|███▍      | 8474/25000 [01:02<01:58, 139.80it/s]
Average Loss = 228.25:  34%|███▍      | 8474/25000 [01:02<01:58, 139.80it/s]
Average Loss = 228.25:  34%|███▍      | 8474/25000 [01:02<01:58, 139.80it/s]
Average Loss = 228.25:  34%|███▍      | 8489/25000 [01:02<01:57, 139.96it/s]
Average Loss = 227.24:  34%|███▍      | 8489/25000 [01:02<01:57, 139.96it/s]
Average Loss = 227.24:  34%|███▍      | 8489/25000 [01:02<01:57, 139.96it/s]
Average Loss = 227.01:  34%|███▍      | 8489/25000 [01:02<01:57, 139.96it/s]
Average Loss = 227.01:  34%|███▍      | 8489/25000 [01:02<01:57, 139.96it/s]
Average Loss = 227.01:  34%|███▍      | 8504/25000 [01:02<01:57, 140.02it/s]
Average Loss = 226.49:  34%|███▍      | 8504/25000 [01:02<01:57, 140.02it/s]
Average Loss = 226.49:  34%|███▍      | 8504/25000 [01:02<01:57, 140.02it/s]
Average Loss = 226.49:  34%|███▍      | 8519/25000 [01:02<01:57, 140.40it/s]
Average Loss = 226.23:  34%|███▍      | 8519/25000 [01:02<01:57, 140.40it/s]
Average Loss = 226.23:  34%|███▍      | 8519/25000 [01:02<01:57, 140.40it/s]
Average Loss = 225.4:  34%|███▍      | 8519/25000 [01:02<01:57, 140.40it/s] 
Average Loss = 225.4:  34%|███▍      | 8519/25000 [01:02<01:57, 140.40it/s]
Average Loss = 225.4:  34%|███▍      | 8534/25000 [01:02<01:57, 140.51it/s]
Average Loss = 225.62:  34%|███▍      | 8534/25000 [01:02<01:57, 140.51it/s]
Average Loss = 225.62:  34%|███▍      | 8534/25000 [01:02<01:57, 140.51it/s]
Average Loss = 225.62:  34%|███▍      | 8549/25000 [01:02<01:56, 140.69it/s]
Average Loss = 225.02:  34%|███▍      | 8549/25000 [01:02<01:56, 140.69it/s]
Average Loss = 225.02:  34%|███▍      | 8549/25000 [01:02<01:56, 140.69it/s]
Average Loss = 224.89:  34%|███▍      | 8549/25000 [01:02<01:56, 140.69it/s]
Average Loss = 224.89:  34%|███▍      | 8549/25000 [01:02<01:56, 140.69it/s]
Average Loss = 224.89:  34%|███▍      | 8564/25000 [01:02<01:56, 140.60it/s]
Average Loss = 224.04:  34%|███▍      | 8564/25000 [01:03<01:56, 140.60it/s]
Average Loss = 224.04:  34%|███▍      | 8564/25000 [01:03<01:56, 140.60it/s]
Average Loss = 224.04:  34%|███▍      | 8579/25000 [01:03<01:56, 140.86it/s]
Average Loss = 223.28:  34%|███▍      | 8579/25000 [01:03<01:56, 140.86it/s]
Average Loss = 223.28:  34%|███▍      | 8579/25000 [01:03<01:56, 140.86it/s]
Average Loss = 222.65:  34%|███▍      | 8579/25000 [01:03<01:56, 140.86it/s]
Average Loss = 222.65:  34%|███▍      | 8579/25000 [01:03<01:56, 140.86it/s]
Average Loss = 222.65:  34%|███▍      | 8594/25000 [01:03<01:56, 140.62it/s]
Average Loss = 221.75:  34%|███▍      | 8594/25000 [01:03<01:56, 140.62it/s]
Average Loss = 221.75:  34%|███▍      | 8594/25000 [01:03<01:56, 140.62it/s]
Average Loss = 221.75:  34%|███▍      | 8609/25000 [01:03<01:56, 140.54it/s]
Average Loss = 220.66:  34%|███▍      | 8609/25000 [01:03<01:56, 140.54it/s]
Average Loss = 220.66:  34%|███▍      | 8609/25000 [01:03<01:56, 140.54it/s]
Average Loss = 219.31:  34%|███▍      | 8609/25000 [01:03<01:56, 140.54it/s]
Average Loss = 219.31:  34%|███▍      | 8609/25000 [01:03<01:56, 140.54it/s]
Average Loss = 219.31:  34%|███▍      | 8624/25000 [01:03<01:56, 140.49it/s]
Average Loss = 219.5:  34%|███▍      | 8624/25000 [01:03<01:56, 140.49it/s] 
Average Loss = 219.5:  34%|███▍      | 8624/25000 [01:03<01:56, 140.49it/s]
Average Loss = 219.5:  35%|███▍      | 8639/25000 [01:03<01:56, 140.67it/s]
Average Loss = 219.13:  35%|███▍      | 8639/25000 [01:03<01:56, 140.67it/s]
Average Loss = 219.13:  35%|███▍      | 8639/25000 [01:03<01:56, 140.67it/s]
Average Loss = 218.82:  35%|███▍      | 8639/25000 [01:03<01:56, 140.67it/s]
Average Loss = 218.82:  35%|███▍      | 8639/25000 [01:03<01:56, 140.67it/s]
Average Loss = 218.82:  35%|███▍      | 8654/25000 [01:03<01:56, 140.53it/s]
Average Loss = 218.06:  35%|███▍      | 8654/25000 [01:03<01:56, 140.53it/s]
Average Loss = 218.06:  35%|███▍      | 8654/25000 [01:03<01:56, 140.53it/s]
Average Loss = 218.06:  35%|███▍      | 8669/25000 [01:03<01:56, 140.55it/s]
Average Loss = 217.21:  35%|███▍      | 8669/25000 [01:03<01:56, 140.55it/s]
Average Loss = 217.21:  35%|███▍      | 8669/25000 [01:03<01:56, 140.55it/s]
Average Loss = 216.91:  35%|███▍      | 8669/25000 [01:03<01:56, 140.55it/s]
Average Loss = 216.91:  35%|███▍      | 8669/25000 [01:03<01:56, 140.55it/s]
Average Loss = 216.91:  35%|███▍      | 8684/25000 [01:03<01:57, 138.50it/s]
Average Loss = 216.66:  35%|███▍      | 8684/25000 [01:03<01:57, 138.50it/s]
Average Loss = 216.66:  35%|███▍      | 8684/25000 [01:03<01:57, 138.50it/s]
Average Loss = 216.66:  35%|███▍      | 8699/25000 [01:03<01:57, 139.28it/s]
Average Loss = 216.18:  35%|███▍      | 8699/25000 [01:03<01:57, 139.28it/s]
Average Loss = 216.18:  35%|███▍      | 8699/25000 [01:03<01:57, 139.28it/s]
Average Loss = 215.53:  35%|███▍      | 8699/25000 [01:04<01:57, 139.28it/s]
Average Loss = 215.53:  35%|███▍      | 8699/25000 [01:04<01:57, 139.28it/s]
Average Loss = 215.53:  35%|███▍      | 8714/25000 [01:04<01:56, 139.56it/s]
Average Loss = 215.41:  35%|███▍      | 8714/25000 [01:04<01:56, 139.56it/s]
Average Loss = 215.41:  35%|███▍      | 8714/25000 [01:04<01:56, 139.56it/s]
Average Loss = 215.41:  35%|███▍      | 8729/25000 [01:04<01:56, 139.83it/s]
Average Loss = 214.96:  35%|███▍      | 8729/25000 [01:04<01:56, 139.83it/s]
Average Loss = 214.96:  35%|███▍      | 8729/25000 [01:04<01:56, 139.83it/s]
Average Loss = 213.99:  35%|███▍      | 8729/25000 [01:04<01:56, 139.83it/s]
Average Loss = 213.99:  35%|███▍      | 8729/25000 [01:04<01:56, 139.83it/s]
Average Loss = 213.99:  35%|███▍      | 8743/25000 [01:04<01:57, 138.58it/s]
Average Loss = 213.03:  35%|███▍      | 8743/25000 [01:04<01:57, 138.58it/s]
Average Loss = 213.03:  35%|███▍      | 8743/25000 [01:04<01:57, 138.58it/s]
Average Loss = 213.03:  35%|███▌      | 8758/25000 [01:04<01:56, 139.39it/s]
Average Loss = 212.22:  35%|███▌      | 8758/25000 [01:04<01:56, 139.39it/s]
Average Loss = 212.22:  35%|███▌      | 8758/25000 [01:04<01:56, 139.39it/s]
Average Loss = 211.87:  35%|███▌      | 8758/25000 [01:04<01:56, 139.39it/s]
Average Loss = 211.87:  35%|███▌      | 8758/25000 [01:04<01:56, 139.39it/s]
Average Loss = 211.87:  35%|███▌      | 8772/25000 [01:04<01:56, 139.29it/s]
Average Loss = 210.98:  35%|███▌      | 8772/25000 [01:04<01:56, 139.29it/s]
Average Loss = 210.98:  35%|███▌      | 8772/25000 [01:04<01:56, 139.29it/s]
Average Loss = 210.98:  35%|███▌      | 8787/25000 [01:04<01:55, 139.86it/s]
Average Loss = 210.63:  35%|███▌      | 8787/25000 [01:04<01:55, 139.86it/s]
Average Loss = 210.63:  35%|███▌      | 8787/25000 [01:04<01:55, 139.86it/s]
Average Loss = 210.04:  35%|███▌      | 8787/25000 [01:04<01:55, 139.86it/s]
Average Loss = 210.04:  35%|███▌      | 8787/25000 [01:04<01:55, 139.86it/s]
Average Loss = 210.04:  35%|███▌      | 8802/25000 [01:04<01:55, 139.98it/s]
Average Loss = 209.76:  35%|███▌      | 8802/25000 [01:04<01:55, 139.98it/s]
Average Loss = 209.76:  35%|███▌      | 8802/25000 [01:04<01:55, 139.98it/s]
Average Loss = 209.76:  35%|███▌      | 8817/25000 [01:04<01:55, 140.36it/s]
Average Loss = 209.24:  35%|███▌      | 8817/25000 [01:04<01:55, 140.36it/s]
Average Loss = 209.24:  35%|███▌      | 8817/25000 [01:04<01:55, 140.36it/s]
Average Loss = 208.97:  35%|███▌      | 8817/25000 [01:04<01:55, 140.36it/s]
Average Loss = 208.97:  35%|███▌      | 8817/25000 [01:04<01:55, 140.36it/s]
Average Loss = 208.97:  35%|███▌      | 8832/25000 [01:04<01:55, 140.11it/s]
Average Loss = 208.59:  35%|███▌      | 8832/25000 [01:04<01:55, 140.11it/s]
Average Loss = 208.59:  35%|███▌      | 8832/25000 [01:04<01:55, 140.11it/s]
Average Loss = 208.59:  35%|███▌      | 8847/25000 [01:05<01:55, 140.40it/s]
Average Loss = 208.01:  35%|███▌      | 8847/25000 [01:05<01:55, 140.40it/s]
Average Loss = 208.01:  35%|███▌      | 8847/25000 [01:05<01:55, 140.40it/s]
Average Loss = 208.06:  35%|███▌      | 8847/25000 [01:05<01:55, 140.40it/s]
Average Loss = 208.06:  35%|███▌      | 8847/25000 [01:05<01:55, 140.40it/s]
Average Loss = 208.06:  35%|███▌      | 8862/25000 [01:05<01:54, 140.42it/s]
Average Loss = 207.22:  35%|███▌      | 8862/25000 [01:05<01:54, 140.42it/s]
Average Loss = 207.22:  35%|███▌      | 8862/25000 [01:05<01:54, 140.42it/s]
Average Loss = 207.22:  36%|███▌      | 8877/25000 [01:05<01:54, 140.65it/s]
Average Loss = 206.46:  36%|███▌      | 8877/25000 [01:05<01:54, 140.65it/s]
Average Loss = 206.46:  36%|███▌      | 8877/25000 [01:05<01:54, 140.65it/s]
Average Loss = 204.97:  36%|███▌      | 8877/25000 [01:05<01:54, 140.65it/s]
Average Loss = 204.97:  36%|███▌      | 8877/25000 [01:05<01:54, 140.65it/s]
Average Loss = 204.97:  36%|███▌      | 8892/25000 [01:05<01:54, 140.52it/s]
Average Loss = 204.83:  36%|███▌      | 8892/25000 [01:05<01:54, 140.52it/s]
Average Loss = 204.83:  36%|███▌      | 8892/25000 [01:05<01:54, 140.52it/s]
Average Loss = 204.83:  36%|███▌      | 8907/25000 [01:05<01:54, 140.84it/s]
Average Loss = 204.57:  36%|███▌      | 8907/25000 [01:05<01:54, 140.84it/s]
Average Loss = 204.57:  36%|███▌      | 8907/25000 [01:05<01:54, 140.84it/s]
Average Loss = 204.11:  36%|███▌      | 8907/25000 [01:05<01:54, 140.84it/s]
Average Loss = 204.11:  36%|███▌      | 8907/25000 [01:05<01:54, 140.84it/s]
Average Loss = 204.11:  36%|███▌      | 8922/25000 [01:05<01:54, 140.74it/s]
Average Loss = 203.29:  36%|███▌      | 8922/25000 [01:05<01:54, 140.74it/s]
Average Loss = 203.29:  36%|███▌      | 8922/25000 [01:05<01:54, 140.74it/s]
Average Loss = 203.29:  36%|███▌      | 8937/25000 [01:05<01:54, 140.79it/s]
Average Loss = 202.68:  36%|███▌      | 8937/25000 [01:05<01:54, 140.79it/s]
Average Loss = 202.68:  36%|███▌      | 8937/25000 [01:05<01:54, 140.79it/s]
Average Loss = 202.47:  36%|███▌      | 8937/25000 [01:05<01:54, 140.79it/s]
Average Loss = 202.47:  36%|███▌      | 8937/25000 [01:05<01:54, 140.79it/s]
Average Loss = 202.47:  36%|███▌      | 8952/25000 [01:05<01:54, 140.47it/s]
Average Loss = 200.87:  36%|███▌      | 8952/25000 [01:05<01:54, 140.47it/s]
Average Loss = 200.87:  36%|███▌      | 8952/25000 [01:05<01:54, 140.47it/s]
Average Loss = 200.87:  36%|███▌      | 8967/25000 [01:05<01:54, 140.57it/s]
Average Loss = 201.06:  36%|███▌      | 8967/25000 [01:05<01:54, 140.57it/s]
Average Loss = 201.06:  36%|███▌      | 8967/25000 [01:05<01:54, 140.57it/s]
Average Loss = 200.75:  36%|███▌      | 8967/25000 [01:05<01:54, 140.57it/s]
Average Loss = 200.75:  36%|███▌      | 8967/25000 [01:05<01:54, 140.57it/s]
Average Loss = 200.75:  36%|███▌      | 8982/25000 [01:05<01:53, 140.61it/s]
Average Loss = 201.11:  36%|███▌      | 8982/25000 [01:06<01:53, 140.61it/s]
Average Loss = 201.11:  36%|███▌      | 8982/25000 [01:06<01:53, 140.61it/s]
Average Loss = 201.11:  36%|███▌      | 8997/25000 [01:06<01:53, 140.71it/s]
Average Loss = 200.96:  36%|███▌      | 8997/25000 [01:06<01:53, 140.71it/s]
Average Loss = 200.96:  36%|███▌      | 8997/25000 [01:06<01:53, 140.71it/s]
Average Loss = 199.5:  36%|███▌      | 8997/25000 [01:06<01:53, 140.71it/s] 
Average Loss = 199.5:  36%|███▌      | 8997/25000 [01:06<01:53, 140.71it/s]
Average Loss = 199.5:  36%|███▌      | 9012/25000 [01:06<01:53, 140.67it/s]
Average Loss = 198.68:  36%|███▌      | 9012/25000 [01:06<01:53, 140.67it/s]
Average Loss = 198.68:  36%|███▌      | 9012/25000 [01:06<01:53, 140.67it/s]
Average Loss = 198.68:  36%|███▌      | 9027/25000 [01:06<01:53, 140.13it/s]
Average Loss = 197.94:  36%|███▌      | 9027/25000 [01:06<01:53, 140.13it/s]
Average Loss = 197.94:  36%|███▌      | 9027/25000 [01:06<01:53, 140.13it/s]
Average Loss = 197.37:  36%|███▌      | 9027/25000 [01:06<01:53, 140.13it/s]
Average Loss = 197.37:  36%|███▌      | 9027/25000 [01:06<01:53, 140.13it/s]
Average Loss = 197.37:  36%|███▌      | 9042/25000 [01:06<01:53, 140.09it/s]
Average Loss = 197.56:  36%|███▌      | 9042/25000 [01:06<01:53, 140.09it/s]
Average Loss = 197.56:  36%|███▌      | 9042/25000 [01:06<01:53, 140.09it/s]
Average Loss = 197.56:  36%|███▌      | 9057/25000 [01:06<01:53, 140.51it/s]
Average Loss = 196.94:  36%|███▌      | 9057/25000 [01:06<01:53, 140.51it/s]
Average Loss = 196.94:  36%|███▌      | 9057/25000 [01:06<01:53, 140.51it/s]
Average Loss = 196.64:  36%|███▌      | 9057/25000 [01:06<01:53, 140.51it/s]
Average Loss = 196.64:  36%|███▌      | 9057/25000 [01:06<01:53, 140.51it/s]
Average Loss = 196.64:  36%|███▋      | 9072/25000 [01:06<01:53, 140.53it/s]
Average Loss = 195.88:  36%|███▋      | 9072/25000 [01:06<01:53, 140.53it/s]
Average Loss = 195.88:  36%|███▋      | 9072/25000 [01:06<01:53, 140.53it/s]
Average Loss = 195.88:  36%|███▋      | 9087/25000 [01:06<01:53, 140.23it/s]
Average Loss = 196.29:  36%|███▋      | 9087/25000 [01:06<01:53, 140.23it/s]
Average Loss = 196.29:  36%|███▋      | 9087/25000 [01:06<01:53, 140.23it/s]
Average Loss = 196.33:  36%|███▋      | 9087/25000 [01:06<01:53, 140.23it/s]
Average Loss = 196.33:  36%|███▋      | 9087/25000 [01:06<01:53, 140.23it/s]
Average Loss = 196.33:  36%|███▋      | 9102/25000 [01:06<01:53, 139.92it/s]
Average Loss = 195.84:  36%|███▋      | 9102/25000 [01:06<01:53, 139.92it/s]
Average Loss = 195.84:  36%|███▋      | 9102/25000 [01:06<01:53, 139.92it/s]
Average Loss = 195.84:  36%|███▋      | 9117/25000 [01:06<01:53, 140.32it/s]
Average Loss = 195.03:  36%|███▋      | 9117/25000 [01:06<01:53, 140.32it/s]
Average Loss = 195.03:  36%|███▋      | 9117/25000 [01:06<01:53, 140.32it/s]
Average Loss = 194.33:  36%|███▋      | 9117/25000 [01:07<01:53, 140.32it/s]
Average Loss = 194.33:  36%|███▋      | 9117/25000 [01:07<01:53, 140.32it/s]
Average Loss = 194.33:  37%|███▋      | 9132/25000 [01:07<01:52, 140.45it/s]
Average Loss = 193.6:  37%|███▋      | 9132/25000 [01:07<01:52, 140.45it/s] 
Average Loss = 193.6:  37%|███▋      | 9132/25000 [01:07<01:52, 140.45it/s]
Average Loss = 193.6:  37%|███▋      | 9147/25000 [01:07<01:52, 140.60it/s]
Average Loss = 193.13:  37%|███▋      | 9147/25000 [01:07<01:52, 140.60it/s]
Average Loss = 193.13:  37%|███▋      | 9147/25000 [01:07<01:52, 140.60it/s]
Average Loss = 192.56:  37%|███▋      | 9147/25000 [01:07<01:52, 140.60it/s]
Average Loss = 192.56:  37%|███▋      | 9147/25000 [01:07<01:52, 140.60it/s]
Average Loss = 192.56:  37%|███▋      | 9162/25000 [01:07<01:52, 140.21it/s]
Average Loss = 192.36:  37%|███▋      | 9162/25000 [01:07<01:52, 140.21it/s]
Average Loss = 192.36:  37%|███▋      | 9162/25000 [01:07<01:52, 140.21it/s]
Average Loss = 192.36:  37%|███▋      | 9177/25000 [01:07<01:52, 140.48it/s]
Average Loss = 192.16:  37%|███▋      | 9177/25000 [01:07<01:52, 140.48it/s]
Average Loss = 192.16:  37%|███▋      | 9177/25000 [01:07<01:52, 140.48it/s]
Average Loss = 190.81:  37%|███▋      | 9177/25000 [01:07<01:52, 140.48it/s]
Average Loss = 190.81:  37%|███▋      | 9177/25000 [01:07<01:52, 140.48it/s]
Average Loss = 190.81:  37%|███▋      | 9192/25000 [01:07<01:52, 140.46it/s]
Average Loss = 190.95:  37%|███▋      | 9192/25000 [01:07<01:52, 140.46it/s]
Average Loss = 190.95:  37%|███▋      | 9192/25000 [01:07<01:52, 140.46it/s]
Average Loss = 190.95:  37%|███▋      | 9207/25000 [01:07<01:52, 140.75it/s]
Average Loss = 190.73:  37%|███▋      | 9207/25000 [01:07<01:52, 140.75it/s]
Average Loss = 190.73:  37%|███▋      | 9207/25000 [01:07<01:52, 140.75it/s]
Average Loss = 189.32:  37%|███▋      | 9207/25000 [01:07<01:52, 140.75it/s]
Average Loss = 189.32:  37%|███▋      | 9207/25000 [01:07<01:52, 140.75it/s]
Average Loss = 189.32:  37%|███▋      | 9222/25000 [01:07<01:52, 140.65it/s]
Average Loss = 188.64:  37%|███▋      | 9222/25000 [01:07<01:52, 140.65it/s]
Average Loss = 188.64:  37%|███▋      | 9222/25000 [01:07<01:52, 140.65it/s]
Average Loss = 188.64:  37%|███▋      | 9237/25000 [01:07<01:51, 140.80it/s]
Average Loss = 187.65:  37%|███▋      | 9237/25000 [01:07<01:51, 140.80it/s]
Average Loss = 187.65:  37%|███▋      | 9237/25000 [01:07<01:51, 140.80it/s]
Average Loss = 187.12:  37%|███▋      | 9237/25000 [01:07<01:51, 140.80it/s]
Average Loss = 187.12:  37%|███▋      | 9237/25000 [01:07<01:51, 140.80it/s]
Average Loss = 187.12:  37%|███▋      | 9252/25000 [01:07<01:52, 140.31it/s]
Average Loss = 186.36:  37%|███▋      | 9252/25000 [01:07<01:52, 140.31it/s]
Average Loss = 186.36:  37%|███▋      | 9252/25000 [01:07<01:52, 140.31it/s]
Average Loss = 186.36:  37%|███▋      | 9267/25000 [01:07<01:51, 140.67it/s]
Average Loss = 185.5:  37%|███▋      | 9267/25000 [01:08<01:51, 140.67it/s] 
Average Loss = 185.5:  37%|███▋      | 9267/25000 [01:08<01:51, 140.67it/s]
Average Loss = 184.73:  37%|███▋      | 9267/25000 [01:08<01:51, 140.67it/s]
Average Loss = 184.73:  37%|███▋      | 9267/25000 [01:08<01:51, 140.67it/s]
Average Loss = 184.73:  37%|███▋      | 9282/25000 [01:08<01:51, 140.47it/s]
Average Loss = 184.56:  37%|███▋      | 9282/25000 [01:08<01:51, 140.47it/s]
Average Loss = 184.56:  37%|███▋      | 9282/25000 [01:08<01:51, 140.47it/s]
Average Loss = 184.56:  37%|███▋      | 9297/25000 [01:08<01:51, 140.43it/s]
Average Loss = 184.22:  37%|███▋      | 9297/25000 [01:08<01:51, 140.43it/s]
Average Loss = 184.22:  37%|███▋      | 9297/25000 [01:08<01:51, 140.43it/s]
Average Loss = 183.57:  37%|███▋      | 9297/25000 [01:08<01:51, 140.43it/s]
Average Loss = 183.57:  37%|███▋      | 9297/25000 [01:08<01:51, 140.43it/s]
Average Loss = 183.57:  37%|███▋      | 9312/25000 [01:08<01:51, 140.34it/s]
Average Loss = 182.62:  37%|███▋      | 9312/25000 [01:08<01:51, 140.34it/s]
Average Loss = 182.62:  37%|███▋      | 9312/25000 [01:08<01:51, 140.34it/s]
Average Loss = 182.62:  37%|███▋      | 9327/25000 [01:08<01:51, 140.66it/s]
Average Loss = 181.82:  37%|███▋      | 9327/25000 [01:08<01:51, 140.66it/s]
Average Loss = 181.82:  37%|███▋      | 9327/25000 [01:08<01:51, 140.66it/s]
Average Loss = 181.56:  37%|███▋      | 9327/25000 [01:08<01:51, 140.66it/s]
Average Loss = 181.56:  37%|███▋      | 9327/25000 [01:08<01:51, 140.66it/s]
Average Loss = 181.56:  37%|███▋      | 9342/25000 [01:08<01:51, 140.60it/s]
Average Loss = 181.73:  37%|███▋      | 9342/25000 [01:08<01:51, 140.60it/s]
Average Loss = 181.73:  37%|███▋      | 9342/25000 [01:08<01:51, 140.60it/s]
Average Loss = 181.73:  37%|███▋      | 9357/25000 [01:08<01:51, 140.79it/s]
Average Loss = 180.95:  37%|███▋      | 9357/25000 [01:08<01:51, 140.79it/s]
Average Loss = 180.95:  37%|███▋      | 9357/25000 [01:08<01:51, 140.79it/s]
Average Loss = 180.42:  37%|███▋      | 9357/25000 [01:08<01:51, 140.79it/s]
Average Loss = 180.42:  37%|███▋      | 9357/25000 [01:08<01:51, 140.79it/s]
Average Loss = 180.42:  37%|███▋      | 9372/25000 [01:08<01:51, 140.59it/s]
Average Loss = 180.05:  37%|███▋      | 9372/25000 [01:08<01:51, 140.59it/s]
Average Loss = 180.05:  37%|███▋      | 9372/25000 [01:08<01:51, 140.59it/s]
Average Loss = 180.05:  38%|███▊      | 9387/25000 [01:08<01:50, 140.82it/s]
Average Loss = 179.18:  38%|███▊      | 9387/25000 [01:08<01:50, 140.82it/s]
Average Loss = 179.18:  38%|███▊      | 9387/25000 [01:08<01:50, 140.82it/s]
Average Loss = 178.04:  38%|███▊      | 9387/25000 [01:08<01:50, 140.82it/s]
Average Loss = 178.04:  38%|███▊      | 9387/25000 [01:08<01:50, 140.82it/s]
Average Loss = 178.04:  38%|███▊      | 9402/25000 [01:08<01:51, 140.30it/s]
Average Loss = 177.96:  38%|███▊      | 9402/25000 [01:09<01:51, 140.30it/s]
Average Loss = 177.96:  38%|███▊      | 9402/25000 [01:09<01:51, 140.30it/s]
Average Loss = 177.96:  38%|███▊      | 9417/25000 [01:09<01:50, 140.63it/s]
Average Loss = 176.78:  38%|███▊      | 9417/25000 [01:09<01:50, 140.63it/s]
Average Loss = 176.78:  38%|███▊      | 9417/25000 [01:09<01:50, 140.63it/s]
Average Loss = 175.47:  38%|███▊      | 9417/25000 [01:09<01:50, 140.63it/s]
Average Loss = 175.47:  38%|███▊      | 9417/25000 [01:09<01:50, 140.63it/s]
Average Loss = 175.47:  38%|███▊      | 9432/25000 [01:09<01:50, 140.60it/s]
Average Loss = 174.88:  38%|███▊      | 9432/25000 [01:09<01:50, 140.60it/s]
Average Loss = 174.88:  38%|███▊      | 9432/25000 [01:09<01:50, 140.60it/s]
Average Loss = 174.88:  38%|███▊      | 9447/25000 [01:09<01:50, 140.78it/s]
Average Loss = 174.64:  38%|███▊      | 9447/25000 [01:09<01:50, 140.78it/s]
Average Loss = 174.64:  38%|███▊      | 9447/25000 [01:09<01:50, 140.78it/s]
Average Loss = 174.27:  38%|███▊      | 9447/25000 [01:09<01:50, 140.78it/s]
Average Loss = 174.27:  38%|███▊      | 9447/25000 [01:09<01:50, 140.78it/s]
Average Loss = 174.27:  38%|███▊      | 9462/25000 [01:09<01:50, 140.63it/s]
Average Loss = 174.57:  38%|███▊      | 9462/25000 [01:09<01:50, 140.63it/s]
Average Loss = 174.57:  38%|███▊      | 9462/25000 [01:09<01:50, 140.63it/s]
Average Loss = 174.57:  38%|███▊      | 9477/25000 [01:09<01:50, 140.93it/s]
Average Loss = 173.66:  38%|███▊      | 9477/25000 [01:09<01:50, 140.93it/s]
Average Loss = 173.66:  38%|███▊      | 9477/25000 [01:09<01:50, 140.93it/s]
Average Loss = 174.11:  38%|███▊      | 9477/25000 [01:09<01:50, 140.93it/s]
Average Loss = 174.11:  38%|███▊      | 9477/25000 [01:09<01:50, 140.93it/s]
Average Loss = 174.11:  38%|███▊      | 9492/25000 [01:09<01:50, 140.78it/s]
Average Loss = 173.68:  38%|███▊      | 9492/25000 [01:09<01:50, 140.78it/s]
Average Loss = 173.68:  38%|███▊      | 9492/25000 [01:09<01:50, 140.78it/s]
Average Loss = 173.68:  38%|███▊      | 9507/25000 [01:09<01:50, 140.82it/s]
Average Loss = 173.02:  38%|███▊      | 9507/25000 [01:09<01:50, 140.82it/s]
Average Loss = 173.02:  38%|███▊      | 9507/25000 [01:09<01:50, 140.82it/s]
Average Loss = 172.04:  38%|███▊      | 9507/25000 [01:09<01:50, 140.82it/s]
Average Loss = 172.04:  38%|███▊      | 9507/25000 [01:09<01:50, 140.82it/s]
Average Loss = 172.04:  38%|███▊      | 9522/25000 [01:09<01:50, 140.35it/s]
Average Loss = 171.58:  38%|███▊      | 9522/25000 [01:09<01:50, 140.35it/s]
Average Loss = 171.58:  38%|███▊      | 9522/25000 [01:09<01:50, 140.35it/s]
Average Loss = 171.58:  38%|███▊      | 9537/25000 [01:09<01:49, 140.59it/s]
Average Loss = 170.78:  38%|███▊      | 9537/25000 [01:09<01:49, 140.59it/s]
Average Loss = 170.78:  38%|███▊      | 9537/25000 [01:09<01:49, 140.59it/s]
Average Loss = 169.94:  38%|███▊      | 9537/25000 [01:10<01:49, 140.59it/s]
Average Loss = 169.94:  38%|███▊      | 9537/25000 [01:10<01:49, 140.59it/s]
Average Loss = 169.94:  38%|███▊      | 9552/25000 [01:10<01:50, 140.21it/s]
Average Loss = 169.18:  38%|███▊      | 9552/25000 [01:10<01:50, 140.21it/s]
Average Loss = 169.18:  38%|███▊      | 9552/25000 [01:10<01:50, 140.21it/s]
Average Loss = 169.18:  38%|███▊      | 9567/25000 [01:10<01:49, 140.47it/s]
Average Loss = 168.02:  38%|███▊      | 9567/25000 [01:10<01:49, 140.47it/s]
Average Loss = 168.02:  38%|███▊      | 9567/25000 [01:10<01:49, 140.47it/s]
Average Loss = 167.59:  38%|███▊      | 9567/25000 [01:10<01:49, 140.47it/s]
Average Loss = 167.59:  38%|███▊      | 9567/25000 [01:10<01:49, 140.47it/s]
Average Loss = 167.59:  38%|███▊      | 9582/25000 [01:10<01:51, 138.88it/s]
Average Loss = 167.29:  38%|███▊      | 9582/25000 [01:10<01:51, 138.88it/s]
Average Loss = 167.29:  38%|███▊      | 9582/25000 [01:10<01:51, 138.88it/s]
Average Loss = 167.29:  38%|███▊      | 9597/25000 [01:10<01:50, 139.66it/s]
Average Loss = 166.5:  38%|███▊      | 9597/25000 [01:10<01:50, 139.66it/s] 
Average Loss = 166.5:  38%|███▊      | 9597/25000 [01:10<01:50, 139.66it/s]
Average Loss = 166.35:  38%|███▊      | 9597/25000 [01:10<01:50, 139.66it/s]
Average Loss = 166.35:  38%|███▊      | 9597/25000 [01:10<01:50, 139.66it/s]
Average Loss = 166.35:  38%|███▊      | 9612/25000 [01:10<01:50, 139.87it/s]
Average Loss = 166.48:  38%|███▊      | 9612/25000 [01:10<01:50, 139.87it/s]
Average Loss = 166.48:  38%|███▊      | 9612/25000 [01:10<01:50, 139.87it/s]
Average Loss = 166.48:  39%|███▊      | 9627/25000 [01:10<01:49, 140.28it/s]
Average Loss = 165.57:  39%|███▊      | 9627/25000 [01:10<01:49, 140.28it/s]
Average Loss = 165.57:  39%|███▊      | 9627/25000 [01:10<01:49, 140.28it/s]
Average Loss = 164.41:  39%|███▊      | 9627/25000 [01:10<01:49, 140.28it/s]
Average Loss = 164.41:  39%|███▊      | 9627/25000 [01:10<01:49, 140.28it/s]
Average Loss = 164.41:  39%|███▊      | 9642/25000 [01:10<01:49, 140.26it/s]
Average Loss = 163.71:  39%|███▊      | 9642/25000 [01:10<01:49, 140.26it/s]
Average Loss = 163.71:  39%|███▊      | 9642/25000 [01:10<01:49, 140.26it/s]
Average Loss = 163.71:  39%|███▊      | 9657/25000 [01:10<01:51, 138.01it/s]
Average Loss = 162.86:  39%|███▊      | 9657/25000 [01:10<01:51, 138.01it/s]
Average Loss = 162.86:  39%|███▊      | 9657/25000 [01:10<01:51, 138.01it/s]
Average Loss = 162.42:  39%|███▊      | 9657/25000 [01:10<01:51, 138.01it/s]
Average Loss = 162.42:  39%|███▊      | 9657/25000 [01:10<01:51, 138.01it/s]
Average Loss = 162.42:  39%|███▊      | 9672/25000 [01:10<01:50, 138.57it/s]
Average Loss = 161.82:  39%|███▊      | 9672/25000 [01:10<01:50, 138.57it/s]
Average Loss = 161.82:  39%|███▊      | 9672/25000 [01:10<01:50, 138.57it/s]
Average Loss = 161.82:  39%|███▊      | 9687/25000 [01:10<01:49, 139.48it/s]
Average Loss = 160.98:  39%|███▊      | 9687/25000 [01:11<01:49, 139.48it/s]
Average Loss = 160.98:  39%|███▊      | 9687/25000 [01:11<01:49, 139.48it/s]
Average Loss = 160.16:  39%|███▊      | 9687/25000 [01:11<01:49, 139.48it/s]
Average Loss = 160.16:  39%|███▊      | 9687/25000 [01:11<01:49, 139.48it/s]
Average Loss = 160.16:  39%|███▉      | 9702/25000 [01:11<01:49, 139.74it/s]
Average Loss = 159.47:  39%|███▉      | 9702/25000 [01:11<01:49, 139.74it/s]
Average Loss = 159.47:  39%|███▉      | 9702/25000 [01:11<01:49, 139.74it/s]
Average Loss = 159.47:  39%|███▉      | 9717/25000 [01:11<01:49, 140.08it/s]
Average Loss = 159.14:  39%|███▉      | 9717/25000 [01:11<01:49, 140.08it/s]
Average Loss = 159.14:  39%|███▉      | 9717/25000 [01:11<01:49, 140.08it/s]
Average Loss = 158.99:  39%|███▉      | 9717/25000 [01:11<01:49, 140.08it/s]
Average Loss = 158.99:  39%|███▉      | 9717/25000 [01:11<01:49, 140.08it/s]
Average Loss = 158.99:  39%|███▉      | 9732/25000 [01:11<01:49, 139.89it/s]
Average Loss = 158.59:  39%|███▉      | 9732/25000 [01:11<01:49, 139.89it/s]
Average Loss = 158.59:  39%|███▉      | 9732/25000 [01:11<01:49, 139.89it/s]
Average Loss = 158.59:  39%|███▉      | 9747/25000 [01:11<01:48, 140.33it/s]
Average Loss = 158.23:  39%|███▉      | 9747/25000 [01:11<01:48, 140.33it/s]
Average Loss = 158.23:  39%|███▉      | 9747/25000 [01:11<01:48, 140.33it/s]
Average Loss = 157.8:  39%|███▉      | 9747/25000 [01:11<01:48, 140.33it/s] 
Average Loss = 157.8:  39%|███▉      | 9747/25000 [01:11<01:48, 140.33it/s]
Average Loss = 157.8:  39%|███▉      | 9762/25000 [01:11<01:48, 140.24it/s]
Average Loss = 157.5:  39%|███▉      | 9762/25000 [01:11<01:48, 140.24it/s]
Average Loss = 157.5:  39%|███▉      | 9762/25000 [01:11<01:48, 140.24it/s]
Average Loss = 157.5:  39%|███▉      | 9777/25000 [01:11<01:48, 140.58it/s]
Average Loss = 156.66:  39%|███▉      | 9777/25000 [01:11<01:48, 140.58it/s]
Average Loss = 156.66:  39%|███▉      | 9777/25000 [01:11<01:48, 140.58it/s]
Average Loss = 155.81:  39%|███▉      | 9777/25000 [01:11<01:48, 140.58it/s]
Average Loss = 155.81:  39%|███▉      | 9777/25000 [01:11<01:48, 140.58it/s]
Average Loss = 155.81:  39%|███▉      | 9792/25000 [01:11<01:48, 140.65it/s]
Average Loss = 155.72:  39%|███▉      | 9792/25000 [01:11<01:48, 140.65it/s]
Average Loss = 155.72:  39%|███▉      | 9792/25000 [01:11<01:48, 140.65it/s]
Average Loss = 155.72:  39%|███▉      | 9807/25000 [01:11<01:47, 140.76it/s]
Average Loss = 155.16:  39%|███▉      | 9807/25000 [01:11<01:47, 140.76it/s]
Average Loss = 155.16:  39%|███▉      | 9807/25000 [01:11<01:47, 140.76it/s]
Average Loss = 155:  39%|███▉      | 9807/25000 [01:11<01:47, 140.76it/s]   
Average Loss = 155:  39%|███▉      | 9807/25000 [01:11<01:47, 140.76it/s]
Average Loss = 155:  39%|███▉      | 9822/25000 [01:11<01:47, 140.62it/s]
Average Loss = 153.68:  39%|███▉      | 9822/25000 [01:12<01:47, 140.62it/s]
Average Loss = 153.68:  39%|███▉      | 9822/25000 [01:12<01:47, 140.62it/s]
Average Loss = 153.68:  39%|███▉      | 9837/25000 [01:12<01:47, 140.84it/s]
Average Loss = 153.23:  39%|███▉      | 9837/25000 [01:12<01:47, 140.84it/s]
Average Loss = 153.23:  39%|███▉      | 9837/25000 [01:12<01:47, 140.84it/s]
Average Loss = 152.3:  39%|███▉      | 9837/25000 [01:12<01:47, 140.84it/s] 
Average Loss = 152.3:  39%|███▉      | 9837/25000 [01:12<01:47, 140.84it/s]
Average Loss = 152.3:  39%|███▉      | 9852/25000 [01:12<01:47, 140.75it/s]
Average Loss = 151.57:  39%|███▉      | 9852/25000 [01:12<01:47, 140.75it/s]
Average Loss = 151.57:  39%|███▉      | 9852/25000 [01:12<01:47, 140.75it/s]
Average Loss = 151.57:  39%|███▉      | 9867/25000 [01:12<01:48, 139.37it/s]
Average Loss = 150.98:  39%|███▉      | 9867/25000 [01:12<01:48, 139.37it/s]
Average Loss = 150.98:  39%|███▉      | 9867/25000 [01:12<01:48, 139.37it/s]
Average Loss = 150.16:  39%|███▉      | 9867/25000 [01:12<01:48, 139.37it/s]
Average Loss = 150.16:  39%|███▉      | 9867/25000 [01:12<01:48, 139.37it/s]
Average Loss = 150.16:  40%|███▉      | 9882/25000 [01:12<01:48, 139.55it/s]
Average Loss = 149.45:  40%|███▉      | 9882/25000 [01:12<01:48, 139.55it/s]
Average Loss = 149.45:  40%|███▉      | 9882/25000 [01:12<01:48, 139.55it/s]
Average Loss = 149.45:  40%|███▉      | 9897/25000 [01:12<01:47, 140.12it/s]
Average Loss = 149.52:  40%|███▉      | 9897/25000 [01:12<01:47, 140.12it/s]
Average Loss = 149.52:  40%|███▉      | 9897/25000 [01:12<01:47, 140.12it/s]
Average Loss = 148.56:  40%|███▉      | 9897/25000 [01:12<01:47, 140.12it/s]
Average Loss = 148.56:  40%|███▉      | 9897/25000 [01:12<01:47, 140.12it/s]
Average Loss = 148.56:  40%|███▉      | 9912/25000 [01:12<01:47, 140.29it/s]
Average Loss = 148.1:  40%|███▉      | 9912/25000 [01:12<01:47, 140.29it/s] 
Average Loss = 148.1:  40%|███▉      | 9912/25000 [01:12<01:47, 140.29it/s]
Average Loss = 148.1:  40%|███▉      | 9927/25000 [01:12<01:47, 140.60it/s]
Average Loss = 147.22:  40%|███▉      | 9927/25000 [01:12<01:47, 140.60it/s]
Average Loss = 147.22:  40%|███▉      | 9927/25000 [01:12<01:47, 140.60it/s]
Average Loss = 146.5:  40%|███▉      | 9927/25000 [01:12<01:47, 140.60it/s] 
Average Loss = 146.5:  40%|███▉      | 9927/25000 [01:12<01:47, 140.60it/s]
Average Loss = 146.5:  40%|███▉      | 9942/25000 [01:12<01:47, 140.45it/s]
Average Loss = 145.56:  40%|███▉      | 9942/25000 [01:12<01:47, 140.45it/s]
Average Loss = 145.56:  40%|███▉      | 9942/25000 [01:12<01:47, 140.45it/s]
Average Loss = 145.56:  40%|███▉      | 9957/25000 [01:12<01:46, 140.76it/s]
Average Loss = 145.4:  40%|███▉      | 9957/25000 [01:12<01:46, 140.76it/s] 
Average Loss = 145.4:  40%|███▉      | 9957/25000 [01:12<01:46, 140.76it/s]
Average Loss = 144.55:  40%|███▉      | 9957/25000 [01:13<01:46, 140.76it/s]
Average Loss = 144.55:  40%|███▉      | 9957/25000 [01:13<01:46, 140.76it/s]
Average Loss = 144.55:  40%|███▉      | 9972/25000 [01:13<01:46, 140.64it/s]
Average Loss = 144.13:  40%|███▉      | 9972/25000 [01:13<01:46, 140.64it/s]
Average Loss = 144.13:  40%|███▉      | 9972/25000 [01:13<01:46, 140.64it/s]
Average Loss = 144.13:  40%|███▉      | 9987/25000 [01:13<01:46, 140.84it/s]
Average Loss = 142.6:  40%|███▉      | 9987/25000 [01:13<01:46, 140.84it/s] 
Average Loss = 142.6:  40%|███▉      | 9987/25000 [01:13<01:46, 140.84it/s]
Average Loss = 141.4:  40%|███▉      | 9987/25000 [01:13<01:46, 140.84it/s]
Average Loss = 141.4:  40%|███▉      | 9987/25000 [01:13<01:46, 140.84it/s]
Average Loss = 141.4:  40%|████      | 10002/25000 [01:13<01:46, 140.79it/s]
Average Loss = 140.74:  40%|████      | 10002/25000 [01:13<01:46, 140.79it/s]
Average Loss = 140.74:  40%|████      | 10002/25000 [01:13<01:46, 140.79it/s]
Average Loss = 140.74:  40%|████      | 10017/25000 [01:13<01:46, 140.88it/s]
Average Loss = 140.19:  40%|████      | 10017/25000 [01:13<01:46, 140.88it/s]
Average Loss = 140.19:  40%|████      | 10017/25000 [01:13<01:46, 140.88it/s]
Average Loss = 139.28:  40%|████      | 10017/25000 [01:13<01:46, 140.88it/s]
Average Loss = 139.28:  40%|████      | 10017/25000 [01:13<01:46, 140.88it/s]
Average Loss = 139.28:  40%|████      | 10032/25000 [01:13<01:46, 140.91it/s]
Average Loss = 139.13:  40%|████      | 10032/25000 [01:13<01:46, 140.91it/s]
Average Loss = 139.13:  40%|████      | 10032/25000 [01:13<01:46, 140.91it/s]
Average Loss = 139.13:  40%|████      | 10047/25000 [01:13<01:46, 140.85it/s]
Average Loss = 136.91:  40%|████      | 10047/25000 [01:13<01:46, 140.85it/s]
Average Loss = 136.91:  40%|████      | 10047/25000 [01:13<01:46, 140.85it/s]
Average Loss = 136.62:  40%|████      | 10047/25000 [01:13<01:46, 140.85it/s]
Average Loss = 136.62:  40%|████      | 10047/25000 [01:13<01:46, 140.85it/s]
Average Loss = 136.62:  40%|████      | 10062/25000 [01:13<01:46, 140.66it/s]
Average Loss = 135.73:  40%|████      | 10062/25000 [01:13<01:46, 140.66it/s]
Average Loss = 135.73:  40%|████      | 10062/25000 [01:13<01:46, 140.66it/s]
Average Loss = 135.73:  40%|████      | 10077/25000 [01:13<01:54, 130.45it/s]
Average Loss = 135.29:  40%|████      | 10077/25000 [01:13<01:54, 130.45it/s]
Average Loss = 135.29:  40%|████      | 10077/25000 [01:13<01:54, 130.45it/s]
Average Loss = 133.84:  40%|████      | 10077/25000 [01:13<01:54, 130.45it/s]
Average Loss = 133.84:  40%|████      | 10077/25000 [01:13<01:54, 130.45it/s]
Average Loss = 133.84:  40%|████      | 10091/25000 [01:13<02:10, 114.49it/s]
Average Loss = 131.8:  40%|████      | 10091/25000 [01:14<02:10, 114.49it/s] 
Average Loss = 131.8:  40%|████      | 10091/25000 [01:14<02:10, 114.49it/s]
Average Loss = 131.8:  40%|████      | 10104/25000 [01:14<02:06, 117.95it/s]
Average Loss = 131.42:  40%|████      | 10104/25000 [01:14<02:06, 117.95it/s]
Average Loss = 131.42:  40%|████      | 10104/25000 [01:14<02:06, 117.95it/s]
Average Loss = 131.42:  40%|████      | 10119/25000 [01:14<01:59, 124.59it/s]
Average Loss = 130.94:  40%|████      | 10119/25000 [01:14<01:59, 124.59it/s]
Average Loss = 130.94:  40%|████      | 10119/25000 [01:14<01:59, 124.59it/s]
Average Loss = 130.61:  40%|████      | 10119/25000 [01:14<01:59, 124.59it/s]
Average Loss = 130.61:  40%|████      | 10119/25000 [01:14<01:59, 124.59it/s]
Average Loss = 130.61:  41%|████      | 10133/25000 [01:14<01:55, 128.39it/s]
Average Loss = 129.72:  41%|████      | 10133/25000 [01:14<01:55, 128.39it/s]
Average Loss = 129.72:  41%|████      | 10133/25000 [01:14<01:55, 128.39it/s]
Average Loss = 129.72:  41%|████      | 10148/25000 [01:14<01:52, 132.52it/s]
Average Loss = 128.76:  41%|████      | 10148/25000 [01:14<01:52, 132.52it/s]
Average Loss = 128.76:  41%|████      | 10148/25000 [01:14<01:52, 132.52it/s]
Average Loss = 128.35:  41%|████      | 10148/25000 [01:14<01:52, 132.52it/s]
Average Loss = 128.35:  41%|████      | 10148/25000 [01:14<01:52, 132.52it/s]
Average Loss = 128.35:  41%|████      | 10163/25000 [01:14<01:49, 135.29it/s]
Average Loss = 127.77:  41%|████      | 10163/25000 [01:14<01:49, 135.29it/s]
Average Loss = 127.77:  41%|████      | 10163/25000 [01:14<01:49, 135.29it/s]
Average Loss = 127.77:  41%|████      | 10178/25000 [01:14<01:47, 137.72it/s]
Average Loss = 127.54:  41%|████      | 10178/25000 [01:14<01:47, 137.72it/s]
Average Loss = 127.54:  41%|████      | 10178/25000 [01:14<01:47, 137.72it/s]
Average Loss = 127.04:  41%|████      | 10178/25000 [01:14<01:47, 137.72it/s]
Average Loss = 127.04:  41%|████      | 10178/25000 [01:14<01:47, 137.72it/s]
Average Loss = 127.04:  41%|████      | 10193/25000 [01:14<01:46, 138.96it/s]
Average Loss = 125.93:  41%|████      | 10193/25000 [01:14<01:46, 138.96it/s]
Average Loss = 125.93:  41%|████      | 10193/25000 [01:14<01:46, 138.96it/s]
Average Loss = 125.93:  41%|████      | 10208/25000 [01:14<01:45, 140.34it/s]
Average Loss = 125.12:  41%|████      | 10208/25000 [01:14<01:45, 140.34it/s]
Average Loss = 125.12:  41%|████      | 10208/25000 [01:14<01:45, 140.34it/s]
Average Loss = 124.86:  41%|████      | 10208/25000 [01:14<01:45, 140.34it/s]
Average Loss = 124.86:  41%|████      | 10208/25000 [01:14<01:45, 140.34it/s]
Average Loss = 124.86:  41%|████      | 10223/25000 [01:14<01:44, 140.84it/s]
Average Loss = 124.63:  41%|████      | 10223/25000 [01:14<01:44, 140.84it/s]
Average Loss = 124.63:  41%|████      | 10223/25000 [01:14<01:44, 140.84it/s]
Average Loss = 124.63:  41%|████      | 10238/25000 [01:14<01:44, 141.59it/s]
Average Loss = 124.35:  41%|████      | 10238/25000 [01:15<01:44, 141.59it/s]
Average Loss = 124.35:  41%|████      | 10238/25000 [01:15<01:44, 141.59it/s]
Average Loss = 123.63:  41%|████      | 10238/25000 [01:15<01:44, 141.59it/s]
Average Loss = 123.63:  41%|████      | 10238/25000 [01:15<01:44, 141.59it/s]
Average Loss = 123.63:  41%|████      | 10253/25000 [01:15<01:43, 141.82it/s]
Average Loss = 122.93:  41%|████      | 10253/25000 [01:15<01:43, 141.82it/s]
Average Loss = 122.93:  41%|████      | 10253/25000 [01:15<01:43, 141.82it/s]
Average Loss = 122.93:  41%|████      | 10268/25000 [01:15<01:44, 140.74it/s]
Average Loss = 122.43:  41%|████      | 10268/25000 [01:15<01:44, 140.74it/s]
Average Loss = 122.43:  41%|████      | 10268/25000 [01:15<01:44, 140.74it/s]
Average Loss = 122.33:  41%|████      | 10268/25000 [01:15<01:44, 140.74it/s]
Average Loss = 122.33:  41%|████      | 10268/25000 [01:15<01:44, 140.74it/s]
Average Loss = 122.33:  41%|████      | 10283/25000 [01:15<01:44, 141.17it/s]
Average Loss = 121.21:  41%|████      | 10283/25000 [01:15<01:44, 141.17it/s]
Average Loss = 121.21:  41%|████      | 10283/25000 [01:15<01:44, 141.17it/s]
Average Loss = 121.21:  41%|████      | 10298/25000 [01:15<01:43, 141.88it/s]
Average Loss = 120.76:  41%|████      | 10298/25000 [01:15<01:43, 141.88it/s]
Average Loss = 120.76:  41%|████      | 10298/25000 [01:15<01:43, 141.88it/s]
Average Loss = 120.46:  41%|████      | 10298/25000 [01:15<01:43, 141.88it/s]
Average Loss = 120.46:  41%|████      | 10298/25000 [01:15<01:43, 141.88it/s]
Average Loss = 120.46:  41%|████▏     | 10313/25000 [01:15<01:43, 142.10it/s]
Average Loss = 120.44:  41%|████▏     | 10313/25000 [01:15<01:43, 142.10it/s]
Average Loss = 120.44:  41%|████▏     | 10313/25000 [01:15<01:43, 142.10it/s]
Average Loss = 120.44:  41%|████▏     | 10328/25000 [01:15<01:43, 142.31it/s]
Average Loss = 120.37:  41%|████▏     | 10328/25000 [01:15<01:43, 142.31it/s]
Average Loss = 120.37:  41%|████▏     | 10328/25000 [01:15<01:43, 142.31it/s]
Average Loss = 119.56:  41%|████▏     | 10328/25000 [01:15<01:43, 142.31it/s]
Average Loss = 119.56:  41%|████▏     | 10328/25000 [01:15<01:43, 142.31it/s]
Average Loss = 119.56:  41%|████▏     | 10343/25000 [01:15<01:42, 142.39it/s]
Average Loss = 118.34:  41%|████▏     | 10343/25000 [01:15<01:42, 142.39it/s]
Average Loss = 118.34:  41%|████▏     | 10343/25000 [01:15<01:42, 142.39it/s]
Average Loss = 118.34:  41%|████▏     | 10358/25000 [01:15<01:42, 142.78it/s]
Average Loss = 118.26:  41%|████▏     | 10358/25000 [01:15<01:42, 142.78it/s]
Average Loss = 118.26:  41%|████▏     | 10358/25000 [01:15<01:42, 142.78it/s]
Average Loss = 117.81:  41%|████▏     | 10358/25000 [01:15<01:42, 142.78it/s]
Average Loss = 117.81:  41%|████▏     | 10358/25000 [01:15<01:42, 142.78it/s]
Average Loss = 117.81:  41%|████▏     | 10373/25000 [01:15<01:42, 142.64it/s]
Average Loss = 117.21:  41%|████▏     | 10373/25000 [01:16<01:42, 142.64it/s]
Average Loss = 117.21:  41%|████▏     | 10373/25000 [01:16<01:42, 142.64it/s]
Average Loss = 117.21:  42%|████▏     | 10388/25000 [01:16<01:42, 142.71it/s]
Average Loss = 117.09:  42%|████▏     | 10388/25000 [01:16<01:42, 142.71it/s]
Average Loss = 117.09:  42%|████▏     | 10388/25000 [01:16<01:42, 142.71it/s]
Average Loss = 116.93:  42%|████▏     | 10388/25000 [01:16<01:42, 142.71it/s]
Average Loss = 116.93:  42%|████▏     | 10388/25000 [01:16<01:42, 142.71it/s]
Average Loss = 116.93:  42%|████▏     | 10403/25000 [01:16<01:42, 142.44it/s]
Average Loss = 115.96:  42%|████▏     | 10403/25000 [01:16<01:42, 142.44it/s]
Average Loss = 115.96:  42%|████▏     | 10403/25000 [01:16<01:42, 142.44it/s]
Average Loss = 115.96:  42%|████▏     | 10418/25000 [01:16<01:43, 141.28it/s]
Average Loss = 115.67:  42%|████▏     | 10418/25000 [01:16<01:43, 141.28it/s]
Average Loss = 115.67:  42%|████▏     | 10418/25000 [01:16<01:43, 141.28it/s]
Average Loss = 115.3:  42%|████▏     | 10418/25000 [01:16<01:43, 141.28it/s] 
Average Loss = 115.3:  42%|████▏     | 10418/25000 [01:16<01:43, 141.28it/s]
Average Loss = 115.3:  42%|████▏     | 10433/25000 [01:16<01:42, 141.63it/s]
Average Loss = 115.04:  42%|████▏     | 10433/25000 [01:16<01:42, 141.63it/s]
Average Loss = 115.04:  42%|████▏     | 10433/25000 [01:16<01:42, 141.63it/s]
Average Loss = 115.04:  42%|████▏     | 10448/25000 [01:16<01:42, 142.11it/s]
Average Loss = 114.07:  42%|████▏     | 10448/25000 [01:16<01:42, 142.11it/s]
Average Loss = 114.07:  42%|████▏     | 10448/25000 [01:16<01:42, 142.11it/s]
Average Loss = 113.6:  42%|████▏     | 10448/25000 [01:16<01:42, 142.11it/s] 
Average Loss = 113.6:  42%|████▏     | 10448/25000 [01:16<01:42, 142.11it/s]
Average Loss = 113.6:  42%|████▏     | 10463/25000 [01:16<01:42, 142.21it/s]
Average Loss = 112.31:  42%|████▏     | 10463/25000 [01:16<01:42, 142.21it/s]
Average Loss = 112.31:  42%|████▏     | 10463/25000 [01:16<01:42, 142.21it/s]
Average Loss = 112.31:  42%|████▏     | 10478/25000 [01:16<01:41, 142.61it/s]
Average Loss = 112.12:  42%|████▏     | 10478/25000 [01:16<01:41, 142.61it/s]
Average Loss = 112.12:  42%|████▏     | 10478/25000 [01:16<01:41, 142.61it/s]
Average Loss = 110.85:  42%|████▏     | 10478/25000 [01:16<01:41, 142.61it/s]
Average Loss = 110.85:  42%|████▏     | 10478/25000 [01:16<01:41, 142.61it/s]
Average Loss = 110.85:  42%|████▏     | 10493/25000 [01:16<01:41, 142.43it/s]
Average Loss = 109.84:  42%|████▏     | 10493/25000 [01:16<01:41, 142.43it/s]
Average Loss = 109.84:  42%|████▏     | 10493/25000 [01:16<01:41, 142.43it/s]
Average Loss = 109.84:  42%|████▏     | 10508/25000 [01:16<01:41, 142.69it/s]
Average Loss = 109.89:  42%|████▏     | 10508/25000 [01:16<01:41, 142.69it/s]
Average Loss = 109.89:  42%|████▏     | 10508/25000 [01:16<01:41, 142.69it/s]
Average Loss = 109.16:  42%|████▏     | 10508/25000 [01:16<01:41, 142.69it/s]
Average Loss = 109.16:  42%|████▏     | 10508/25000 [01:16<01:41, 142.69it/s]
Average Loss = 109.16:  42%|████▏     | 10523/25000 [01:17<01:41, 142.59it/s]
Average Loss = 108.65:  42%|████▏     | 10523/25000 [01:17<01:41, 142.59it/s]
Average Loss = 108.65:  42%|████▏     | 10523/25000 [01:17<01:41, 142.59it/s]
Average Loss = 108.65:  42%|████▏     | 10538/25000 [01:17<01:41, 142.44it/s]
Average Loss = 108.17:  42%|████▏     | 10538/25000 [01:17<01:41, 142.44it/s]
Average Loss = 108.17:  42%|████▏     | 10538/25000 [01:17<01:41, 142.44it/s]
Average Loss = 107.71:  42%|████▏     | 10538/25000 [01:17<01:41, 142.44it/s]
Average Loss = 107.71:  42%|████▏     | 10538/25000 [01:17<01:41, 142.44it/s]
Average Loss = 107.71:  42%|████▏     | 10553/25000 [01:17<01:41, 141.64it/s]
Average Loss = 106.78:  42%|████▏     | 10553/25000 [01:17<01:41, 141.64it/s]
Average Loss = 106.78:  42%|████▏     | 10553/25000 [01:17<01:41, 141.64it/s]
Average Loss = 106.78:  42%|████▏     | 10568/25000 [01:17<01:41, 142.17it/s]
Average Loss = 106.58:  42%|████▏     | 10568/25000 [01:17<01:41, 142.17it/s]
Average Loss = 106.58:  42%|████▏     | 10568/25000 [01:17<01:41, 142.17it/s]
Average Loss = 105.52:  42%|████▏     | 10568/25000 [01:17<01:41, 142.17it/s]
Average Loss = 105.52:  42%|████▏     | 10568/25000 [01:17<01:41, 142.17it/s]
Average Loss = 105.52:  42%|████▏     | 10583/25000 [01:17<01:41, 142.18it/s]
Average Loss = 104.74:  42%|████▏     | 10583/25000 [01:17<01:41, 142.18it/s]
Average Loss = 104.74:  42%|████▏     | 10583/25000 [01:17<01:41, 142.18it/s]
Average Loss = 104.74:  42%|████▏     | 10598/25000 [01:17<01:41, 142.52it/s]
Average Loss = 104.54:  42%|████▏     | 10598/25000 [01:17<01:41, 142.52it/s]
Average Loss = 104.54:  42%|████▏     | 10598/25000 [01:17<01:41, 142.52it/s]
Average Loss = 103.68:  42%|████▏     | 10598/25000 [01:17<01:41, 142.52it/s]
Average Loss = 103.68:  42%|████▏     | 10598/25000 [01:17<01:41, 142.52it/s]
Average Loss = 103.68:  42%|████▏     | 10613/25000 [01:17<01:40, 142.55it/s]
Average Loss = 102.71:  42%|████▏     | 10613/25000 [01:17<01:40, 142.55it/s]
Average Loss = 102.71:  42%|████▏     | 10613/25000 [01:17<01:40, 142.55it/s]
Average Loss = 102.71:  43%|████▎     | 10628/25000 [01:17<01:40, 142.72it/s]
Average Loss = 101.92:  43%|████▎     | 10628/25000 [01:17<01:40, 142.72it/s]
Average Loss = 101.92:  43%|████▎     | 10628/25000 [01:17<01:40, 142.72it/s]
Average Loss = 101.66:  43%|████▎     | 10628/25000 [01:17<01:40, 142.72it/s]
Average Loss = 101.66:  43%|████▎     | 10628/25000 [01:17<01:40, 142.72it/s]
Average Loss = 101.66:  43%|████▎     | 10643/25000 [01:17<01:40, 142.64it/s]
Average Loss = 100.9:  43%|████▎     | 10643/25000 [01:17<01:40, 142.64it/s] 
Average Loss = 100.9:  43%|████▎     | 10643/25000 [01:17<01:40, 142.64it/s]
Average Loss = 100.9:  43%|████▎     | 10658/25000 [01:17<01:40, 142.84it/s]
Average Loss = 100.42:  43%|████▎     | 10658/25000 [01:17<01:40, 142.84it/s]
Average Loss = 100.42:  43%|████▎     | 10658/25000 [01:17<01:40, 142.84it/s]
Average Loss = 100.47:  43%|████▎     | 10658/25000 [01:18<01:40, 142.84it/s]
Average Loss = 100.47:  43%|████▎     | 10658/25000 [01:18<01:40, 142.84it/s]
Average Loss = 100.47:  43%|████▎     | 10673/25000 [01:18<01:40, 142.75it/s]
Average Loss = 100.09:  43%|████▎     | 10673/25000 [01:18<01:40, 142.75it/s]
Average Loss = 100.09:  43%|████▎     | 10673/25000 [01:18<01:40, 142.75it/s]
Average Loss = 100.09:  43%|████▎     | 10688/25000 [01:18<01:40, 142.85it/s]
Average Loss = 100.04:  43%|████▎     | 10688/25000 [01:18<01:40, 142.85it/s]
Average Loss = 100.04:  43%|████▎     | 10688/25000 [01:18<01:40, 142.85it/s]
Average Loss = 99.494:  43%|████▎     | 10688/25000 [01:18<01:40, 142.85it/s]
Average Loss = 99.494:  43%|████▎     | 10688/25000 [01:18<01:40, 142.85it/s]
Average Loss = 99.494:  43%|████▎     | 10703/25000 [01:18<01:41, 141.49it/s]
Average Loss = 99.407:  43%|████▎     | 10703/25000 [01:18<01:41, 141.49it/s]
Average Loss = 99.407:  43%|████▎     | 10703/25000 [01:18<01:41, 141.49it/s]
Average Loss = 99.407:  43%|████▎     | 10718/25000 [01:18<01:40, 141.74it/s]
Average Loss = 98.296:  43%|████▎     | 10718/25000 [01:18<01:40, 141.74it/s]
Average Loss = 98.296:  43%|████▎     | 10718/25000 [01:18<01:40, 141.74it/s]
Average Loss = 97.259:  43%|████▎     | 10718/25000 [01:18<01:40, 141.74it/s]
Average Loss = 97.259:  43%|████▎     | 10718/25000 [01:18<01:40, 141.74it/s]
Average Loss = 97.259:  43%|████▎     | 10733/25000 [01:18<01:40, 141.92it/s]
Average Loss = 95.913:  43%|████▎     | 10733/25000 [01:18<01:40, 141.92it/s]
Average Loss = 95.913:  43%|████▎     | 10733/25000 [01:18<01:40, 141.92it/s]
Average Loss = 95.913:  43%|████▎     | 10748/25000 [01:18<01:40, 142.25it/s]
Average Loss = 94.741:  43%|████▎     | 10748/25000 [01:18<01:40, 142.25it/s]
Average Loss = 94.741:  43%|████▎     | 10748/25000 [01:18<01:40, 142.25it/s]
Average Loss = 94.169:  43%|████▎     | 10748/25000 [01:18<01:40, 142.25it/s]
Average Loss = 94.169:  43%|████▎     | 10748/25000 [01:18<01:40, 142.25it/s]
Average Loss = 94.169:  43%|████▎     | 10763/25000 [01:18<01:40, 142.31it/s]
Average Loss = 93.777:  43%|████▎     | 10763/25000 [01:18<01:40, 142.31it/s]
Average Loss = 93.777:  43%|████▎     | 10763/25000 [01:18<01:40, 142.31it/s]
Average Loss = 93.777:  43%|████▎     | 10778/25000 [01:18<01:39, 142.53it/s]
Average Loss = 93.678:  43%|████▎     | 10778/25000 [01:18<01:39, 142.53it/s]
Average Loss = 93.678:  43%|████▎     | 10778/25000 [01:18<01:39, 142.53it/s]
Average Loss = 93.763:  43%|████▎     | 10778/25000 [01:18<01:39, 142.53it/s]
Average Loss = 93.763:  43%|████▎     | 10778/25000 [01:18<01:39, 142.53it/s]
Average Loss = 93.763:  43%|████▎     | 10793/25000 [01:18<01:39, 142.62it/s]
Average Loss = 92.981:  43%|████▎     | 10793/25000 [01:18<01:39, 142.62it/s]
Average Loss = 92.981:  43%|████▎     | 10793/25000 [01:18<01:39, 142.62it/s]
Average Loss = 92.981:  43%|████▎     | 10808/25000 [01:19<01:39, 142.78it/s]
Average Loss = 92.097:  43%|████▎     | 10808/25000 [01:19<01:39, 142.78it/s]
Average Loss = 92.097:  43%|████▎     | 10808/25000 [01:19<01:39, 142.78it/s]
Average Loss = 91.181:  43%|████▎     | 10808/25000 [01:19<01:39, 142.78it/s]
Average Loss = 91.181:  43%|████▎     | 10808/25000 [01:19<01:39, 142.78it/s]
Average Loss = 91.181:  43%|████▎     | 10823/25000 [01:19<01:40, 140.74it/s]
Average Loss = 90.78:  43%|████▎     | 10823/25000 [01:19<01:40, 140.74it/s] 
Average Loss = 90.78:  43%|████▎     | 10823/25000 [01:19<01:40, 140.74it/s]
Average Loss = 90.78:  43%|████▎     | 10838/25000 [01:19<01:40, 141.46it/s]
Average Loss = 90.155:  43%|████▎     | 10838/25000 [01:19<01:40, 141.46it/s]
Average Loss = 90.155:  43%|████▎     | 10838/25000 [01:19<01:40, 141.46it/s]
Average Loss = 89.138:  43%|████▎     | 10838/25000 [01:19<01:40, 141.46it/s]
Average Loss = 89.138:  43%|████▎     | 10838/25000 [01:19<01:40, 141.46it/s]
Average Loss = 89.138:  43%|████▎     | 10853/25000 [01:19<01:39, 141.71it/s]
Average Loss = 88.551:  43%|████▎     | 10853/25000 [01:19<01:39, 141.71it/s]
Average Loss = 88.551:  43%|████▎     | 10853/25000 [01:19<01:39, 141.71it/s]
Average Loss = 88.551:  43%|████▎     | 10868/25000 [01:19<01:39, 142.30it/s]
Average Loss = 87.771:  43%|████▎     | 10868/25000 [01:19<01:39, 142.30it/s]
Average Loss = 87.771:  43%|████▎     | 10868/25000 [01:19<01:39, 142.30it/s]
Average Loss = 87.591:  43%|████▎     | 10868/25000 [01:19<01:39, 142.30it/s]
Average Loss = 87.591:  43%|████▎     | 10868/25000 [01:19<01:39, 142.30it/s]
Average Loss = 87.591:  44%|████▎     | 10883/25000 [01:19<01:39, 142.23it/s]
Average Loss = 87.113:  44%|████▎     | 10883/25000 [01:19<01:39, 142.23it/s]
Average Loss = 87.113:  44%|████▎     | 10883/25000 [01:19<01:39, 142.23it/s]
Average Loss = 87.113:  44%|████▎     | 10898/25000 [01:19<01:38, 142.57it/s]
Average Loss = 86.144:  44%|████▎     | 10898/25000 [01:19<01:38, 142.57it/s]
Average Loss = 86.144:  44%|████▎     | 10898/25000 [01:19<01:38, 142.57it/s]
Average Loss = 85.645:  44%|████▎     | 10898/25000 [01:19<01:38, 142.57it/s]
Average Loss = 85.645:  44%|████▎     | 10898/25000 [01:19<01:38, 142.57it/s]
Average Loss = 85.645:  44%|████▎     | 10913/25000 [01:19<01:38, 142.51it/s]
Average Loss = 84.897:  44%|████▎     | 10913/25000 [01:19<01:38, 142.51it/s]
Average Loss = 84.897:  44%|████▎     | 10913/25000 [01:19<01:38, 142.51it/s]
Average Loss = 84.897:  44%|████▎     | 10928/25000 [01:19<01:38, 142.84it/s]
Average Loss = 84.745:  44%|████▎     | 10928/25000 [01:19<01:38, 142.84it/s]
Average Loss = 84.745:  44%|████▎     | 10928/25000 [01:19<01:38, 142.84it/s]
Average Loss = 84.303:  44%|████▎     | 10928/25000 [01:19<01:38, 142.84it/s]
Average Loss = 84.303:  44%|████▎     | 10928/25000 [01:19<01:38, 142.84it/s]
Average Loss = 84.303:  44%|████▍     | 10943/25000 [01:19<01:38, 142.62it/s]
Average Loss = 84.087:  44%|████▍     | 10943/25000 [01:20<01:38, 142.62it/s]
Average Loss = 84.087:  44%|████▍     | 10943/25000 [01:20<01:38, 142.62it/s]
Average Loss = 84.087:  44%|████▍     | 10958/25000 [01:20<01:38, 142.82it/s]
Average Loss = 83.317:  44%|████▍     | 10958/25000 [01:20<01:38, 142.82it/s]
Average Loss = 83.317:  44%|████▍     | 10958/25000 [01:20<01:38, 142.82it/s]
Average Loss = 82.16:  44%|████▍     | 10958/25000 [01:20<01:38, 142.82it/s] 
Average Loss = 82.16:  44%|████▍     | 10958/25000 [01:20<01:38, 142.82it/s]
Average Loss = 82.16:  44%|████▍     | 10973/25000 [01:20<01:38, 142.78it/s]
Average Loss = 81.153:  44%|████▍     | 10973/25000 [01:20<01:38, 142.78it/s]
Average Loss = 81.153:  44%|████▍     | 10973/25000 [01:20<01:38, 142.78it/s]
Average Loss = 81.153:  44%|████▍     | 10988/25000 [01:20<01:39, 141.36it/s]
Average Loss = 80.902:  44%|████▍     | 10988/25000 [01:20<01:39, 141.36it/s]
Average Loss = 80.902:  44%|████▍     | 10988/25000 [01:20<01:39, 141.36it/s]
Average Loss = 80.478:  44%|████▍     | 10988/25000 [01:20<01:39, 141.36it/s]
Average Loss = 80.478:  44%|████▍     | 10988/25000 [01:20<01:39, 141.36it/s]
Average Loss = 80.478:  44%|████▍     | 11003/25000 [01:20<01:38, 141.39it/s]
Average Loss = 79.703:  44%|████▍     | 11003/25000 [01:20<01:38, 141.39it/s]
Average Loss = 79.703:  44%|████▍     | 11003/25000 [01:20<01:38, 141.39it/s]
Average Loss = 79.703:  44%|████▍     | 11018/25000 [01:20<01:38, 141.73it/s]
Average Loss = 79.278:  44%|████▍     | 11018/25000 [01:20<01:38, 141.73it/s]
Average Loss = 79.278:  44%|████▍     | 11018/25000 [01:20<01:38, 141.73it/s]
Average Loss = 78.752:  44%|████▍     | 11018/25000 [01:20<01:38, 141.73it/s]
Average Loss = 78.752:  44%|████▍     | 11018/25000 [01:20<01:38, 141.73it/s]
Average Loss = 78.752:  44%|████▍     | 11033/25000 [01:20<01:38, 141.82it/s]
Average Loss = 78.013:  44%|████▍     | 11033/25000 [01:20<01:38, 141.82it/s]
Average Loss = 78.013:  44%|████▍     | 11033/25000 [01:20<01:38, 141.82it/s]
Average Loss = 78.013:  44%|████▍     | 11048/25000 [01:20<01:38, 142.06it/s]
Average Loss = 77.989:  44%|████▍     | 11048/25000 [01:20<01:38, 142.06it/s]
Average Loss = 77.989:  44%|████▍     | 11048/25000 [01:20<01:38, 142.06it/s]
Average Loss = 77.433:  44%|████▍     | 11048/25000 [01:20<01:38, 142.06it/s]
Average Loss = 77.433:  44%|████▍     | 11048/25000 [01:20<01:38, 142.06it/s]
Average Loss = 77.433:  44%|████▍     | 11063/25000 [01:20<01:38, 142.11it/s]
Average Loss = 76.681:  44%|████▍     | 11063/25000 [01:20<01:38, 142.11it/s]
Average Loss = 76.681:  44%|████▍     | 11063/25000 [01:20<01:38, 142.11it/s]
Average Loss = 76.681:  44%|████▍     | 11078/25000 [01:20<01:37, 142.42it/s]
Average Loss = 76.036:  44%|████▍     | 11078/25000 [01:20<01:37, 142.42it/s]
Average Loss = 76.036:  44%|████▍     | 11078/25000 [01:20<01:37, 142.42it/s]
Average Loss = 75.667:  44%|████▍     | 11078/25000 [01:20<01:37, 142.42it/s]
Average Loss = 75.667:  44%|████▍     | 11078/25000 [01:20<01:37, 142.42it/s]
Average Loss = 75.667:  44%|████▍     | 11093/25000 [01:21<01:37, 142.55it/s]
Average Loss = 75.477:  44%|████▍     | 11093/25000 [01:21<01:37, 142.55it/s]
Average Loss = 75.477:  44%|████▍     | 11093/25000 [01:21<01:37, 142.55it/s]
Average Loss = 75.477:  44%|████▍     | 11108/25000 [01:21<01:37, 142.66it/s]
Average Loss = 74.674:  44%|████▍     | 11108/25000 [01:21<01:37, 142.66it/s]
Average Loss = 74.674:  44%|████▍     | 11108/25000 [01:21<01:37, 142.66it/s]
Average Loss = 73.677:  44%|████▍     | 11108/25000 [01:21<01:37, 142.66it/s]
Average Loss = 73.677:  44%|████▍     | 11108/25000 [01:21<01:37, 142.66it/s]
Average Loss = 73.677:  44%|████▍     | 11123/25000 [01:21<01:37, 142.59it/s]
Average Loss = 73.604:  44%|████▍     | 11123/25000 [01:21<01:37, 142.59it/s]
Average Loss = 73.604:  44%|████▍     | 11123/25000 [01:21<01:37, 142.59it/s]
Average Loss = 73.604:  45%|████▍     | 11138/25000 [01:21<01:38, 140.03it/s]
Average Loss = 73.358:  45%|████▍     | 11138/25000 [01:21<01:38, 140.03it/s]
Average Loss = 73.358:  45%|████▍     | 11138/25000 [01:21<01:38, 140.03it/s]
Average Loss = 72.628:  45%|████▍     | 11138/25000 [01:21<01:38, 140.03it/s]
Average Loss = 72.628:  45%|████▍     | 11138/25000 [01:21<01:38, 140.03it/s]
Average Loss = 72.628:  45%|████▍     | 11153/25000 [01:21<01:38, 140.58it/s]
Average Loss = 72.373:  45%|████▍     | 11153/25000 [01:21<01:38, 140.58it/s]
Average Loss = 72.373:  45%|████▍     | 11153/25000 [01:21<01:38, 140.58it/s]
Average Loss = 72.373:  45%|████▍     | 11168/25000 [01:21<01:37, 141.15it/s]
Average Loss = 71.63:  45%|████▍     | 11168/25000 [01:21<01:37, 141.15it/s] 
Average Loss = 71.63:  45%|████▍     | 11168/25000 [01:21<01:37, 141.15it/s]
Average Loss = 70.771:  45%|████▍     | 11168/25000 [01:21<01:37, 141.15it/s]
Average Loss = 70.771:  45%|████▍     | 11168/25000 [01:21<01:37, 141.15it/s]
Average Loss = 70.771:  45%|████▍     | 11183/25000 [01:21<01:37, 141.46it/s]
Average Loss = 70.387:  45%|████▍     | 11183/25000 [01:21<01:37, 141.46it/s]
Average Loss = 70.387:  45%|████▍     | 11183/25000 [01:21<01:37, 141.46it/s]
Average Loss = 70.387:  45%|████▍     | 11198/25000 [01:21<01:37, 141.97it/s]
Average Loss = 69.948:  45%|████▍     | 11198/25000 [01:21<01:37, 141.97it/s]
Average Loss = 69.948:  45%|████▍     | 11198/25000 [01:21<01:37, 141.97it/s]
Average Loss = 69.71:  45%|████▍     | 11198/25000 [01:21<01:37, 141.97it/s] 
Average Loss = 69.71:  45%|████▍     | 11198/25000 [01:21<01:37, 141.97it/s]
Average Loss = 69.71:  45%|████▍     | 11213/25000 [01:21<01:36, 142.20it/s]
Average Loss = 68.98:  45%|████▍     | 11213/25000 [01:21<01:36, 142.20it/s]
Average Loss = 68.98:  45%|████▍     | 11213/25000 [01:21<01:36, 142.20it/s]
Average Loss = 68.98:  45%|████▍     | 11228/25000 [01:21<01:36, 142.61it/s]
Average Loss = 68.375:  45%|████▍     | 11228/25000 [01:21<01:36, 142.61it/s]
Average Loss = 68.375:  45%|████▍     | 11228/25000 [01:21<01:36, 142.61it/s]
Average Loss = 67.882:  45%|████▍     | 11228/25000 [01:22<01:36, 142.61it/s]
Average Loss = 67.882:  45%|████▍     | 11228/25000 [01:22<01:36, 142.61it/s]
Average Loss = 67.882:  45%|████▍     | 11243/25000 [01:22<01:36, 142.53it/s]
Average Loss = 67.266:  45%|████▍     | 11243/25000 [01:22<01:36, 142.53it/s]
Average Loss = 67.266:  45%|████▍     | 11243/25000 [01:22<01:36, 142.53it/s]
Average Loss = 67.266:  45%|████▌     | 11258/25000 [01:22<01:36, 142.68it/s]
Average Loss = 66.805:  45%|████▌     | 11258/25000 [01:22<01:36, 142.68it/s]
Average Loss = 66.805:  45%|████▌     | 11258/25000 [01:22<01:36, 142.68it/s]
Average Loss = 66.419:  45%|████▌     | 11258/25000 [01:22<01:36, 142.68it/s]
Average Loss = 66.419:  45%|████▌     | 11258/25000 [01:22<01:36, 142.68it/s]
Average Loss = 66.419:  45%|████▌     | 11273/25000 [01:22<01:38, 139.39it/s]
Average Loss = 66.251:  45%|████▌     | 11273/25000 [01:22<01:38, 139.39it/s]
Average Loss = 66.251:  45%|████▌     | 11273/25000 [01:22<01:38, 139.39it/s]
Average Loss = 66.251:  45%|████▌     | 11288/25000 [01:22<01:37, 140.61it/s]
Average Loss = 65.712:  45%|████▌     | 11288/25000 [01:22<01:37, 140.61it/s]
Average Loss = 65.712:  45%|████▌     | 11288/25000 [01:22<01:37, 140.61it/s]
Average Loss = 64.504:  45%|████▌     | 11288/25000 [01:22<01:37, 140.61it/s]
Average Loss = 64.504:  45%|████▌     | 11288/25000 [01:22<01:37, 140.61it/s]
Average Loss = 64.504:  45%|████▌     | 11303/25000 [01:22<01:36, 141.23it/s]
Average Loss = 63.681:  45%|████▌     | 11303/25000 [01:22<01:36, 141.23it/s]
Average Loss = 63.681:  45%|████▌     | 11303/25000 [01:22<01:36, 141.23it/s]
Average Loss = 63.681:  45%|████▌     | 11318/25000 [01:22<01:36, 141.72it/s]
Average Loss = 62.99:  45%|████▌     | 11318/25000 [01:22<01:36, 141.72it/s] 
Average Loss = 62.99:  45%|████▌     | 11318/25000 [01:22<01:36, 141.72it/s]
Average Loss = 61.827:  45%|████▌     | 11318/25000 [01:22<01:36, 141.72it/s]
Average Loss = 61.827:  45%|████▌     | 11318/25000 [01:22<01:36, 141.72it/s]
Average Loss = 61.827:  45%|████▌     | 11333/25000 [01:22<01:36, 141.90it/s]
Average Loss = 61.698:  45%|████▌     | 11333/25000 [01:22<01:36, 141.90it/s]
Average Loss = 61.698:  45%|████▌     | 11333/25000 [01:22<01:36, 141.90it/s]
Average Loss = 61.698:  45%|████▌     | 11348/25000 [01:22<01:35, 142.38it/s]
Average Loss = 61.115:  45%|████▌     | 11348/25000 [01:22<01:35, 142.38it/s]
Average Loss = 61.115:  45%|████▌     | 11348/25000 [01:22<01:35, 142.38it/s]
Average Loss = 60.238:  45%|████▌     | 11348/25000 [01:22<01:35, 142.38it/s]
Average Loss = 60.238:  45%|████▌     | 11348/25000 [01:22<01:35, 142.38it/s]
Average Loss = 60.238:  45%|████▌     | 11363/25000 [01:22<01:35, 142.39it/s]
Average Loss = 60.025:  45%|████▌     | 11363/25000 [01:22<01:35, 142.39it/s]
Average Loss = 60.025:  45%|████▌     | 11363/25000 [01:22<01:35, 142.39it/s]
Average Loss = 60.025:  46%|████▌     | 11378/25000 [01:23<01:35, 142.50it/s]
Average Loss = 60.098:  46%|████▌     | 11378/25000 [01:23<01:35, 142.50it/s]
Average Loss = 60.098:  46%|████▌     | 11378/25000 [01:23<01:35, 142.50it/s]
Average Loss = 59.714:  46%|████▌     | 11378/25000 [01:23<01:35, 142.50it/s]
Average Loss = 59.714:  46%|████▌     | 11378/25000 [01:23<01:35, 142.50it/s]
Average Loss = 59.714:  46%|████▌     | 11393/25000 [01:23<01:35, 142.28it/s]
Average Loss = 58.995:  46%|████▌     | 11393/25000 [01:23<01:35, 142.28it/s]
Average Loss = 58.995:  46%|████▌     | 11393/25000 [01:23<01:35, 142.28it/s]
Average Loss = 58.995:  46%|████▌     | 11408/25000 [01:23<01:35, 142.56it/s]
Average Loss = 58.32:  46%|████▌     | 11408/25000 [01:23<01:35, 142.56it/s] 
Average Loss = 58.32:  46%|████▌     | 11408/25000 [01:23<01:35, 142.56it/s]
Average Loss = 57.657:  46%|████▌     | 11408/25000 [01:23<01:35, 142.56it/s]
Average Loss = 57.657:  46%|████▌     | 11408/25000 [01:23<01:35, 142.56it/s]
Average Loss = 57.657:  46%|████▌     | 11423/25000 [01:23<01:35, 142.51it/s]
Average Loss = 57.632:  46%|████▌     | 11423/25000 [01:23<01:35, 142.51it/s]
Average Loss = 57.632:  46%|████▌     | 11423/25000 [01:23<01:35, 142.51it/s]
Average Loss = 57.632:  46%|████▌     | 11438/25000 [01:23<01:35, 142.70it/s]
Average Loss = 56.848:  46%|████▌     | 11438/25000 [01:23<01:35, 142.70it/s]
Average Loss = 56.848:  46%|████▌     | 11438/25000 [01:23<01:35, 142.70it/s]
Average Loss = 56.628:  46%|████▌     | 11438/25000 [01:23<01:35, 142.70it/s]
Average Loss = 56.628:  46%|████▌     | 11438/25000 [01:23<01:35, 142.70it/s]
Average Loss = 56.628:  46%|████▌     | 11453/25000 [01:23<01:34, 142.71it/s]
Average Loss = 55.775:  46%|████▌     | 11453/25000 [01:23<01:34, 142.71it/s]
Average Loss = 55.775:  46%|████▌     | 11453/25000 [01:23<01:34, 142.71it/s]
Average Loss = 55.775:  46%|████▌     | 11468/25000 [01:23<01:34, 142.82it/s]
Average Loss = 55.848:  46%|████▌     | 11468/25000 [01:23<01:34, 142.82it/s]
Average Loss = 55.848:  46%|████▌     | 11468/25000 [01:23<01:34, 142.82it/s]
Average Loss = 55.097:  46%|████▌     | 11468/25000 [01:23<01:34, 142.82it/s]
Average Loss = 55.097:  46%|████▌     | 11468/25000 [01:23<01:34, 142.82it/s]
Average Loss = 55.097:  46%|████▌     | 11483/25000 [01:23<01:34, 142.69it/s]
Average Loss = 54.54:  46%|████▌     | 11483/25000 [01:23<01:34, 142.69it/s] 
Average Loss = 54.54:  46%|████▌     | 11483/25000 [01:23<01:34, 142.69it/s]
Average Loss = 54.54:  46%|████▌     | 11498/25000 [01:23<01:34, 142.83it/s]
Average Loss = 53.7:  46%|████▌     | 11498/25000 [01:23<01:34, 142.83it/s] 
Average Loss = 53.7:  46%|████▌     | 11498/25000 [01:23<01:34, 142.83it/s]
Average Loss = 53.046:  46%|████▌     | 11498/25000 [01:23<01:34, 142.83it/s]
Average Loss = 53.046:  46%|████▌     | 11498/25000 [01:23<01:34, 142.83it/s]
Average Loss = 53.046:  46%|████▌     | 11513/25000 [01:24<01:45, 127.31it/s]
Average Loss = 52.731:  46%|████▌     | 11513/25000 [01:24<01:45, 127.31it/s]
Average Loss = 52.731:  46%|████▌     | 11513/25000 [01:24<01:45, 127.31it/s]
Average Loss = 52.731:  46%|████▌     | 11527/25000 [01:24<01:58, 113.52it/s]
Average Loss = 51.943:  46%|████▌     | 11527/25000 [01:24<01:58, 113.52it/s]
Average Loss = 51.943:  46%|████▌     | 11527/25000 [01:24<01:58, 113.52it/s]
Average Loss = 51.943:  46%|████▌     | 11539/25000 [01:24<02:05, 107.07it/s]
Average Loss = 51.379:  46%|████▌     | 11539/25000 [01:24<02:05, 107.07it/s]
Average Loss = 51.379:  46%|████▌     | 11539/25000 [01:24<02:05, 107.07it/s]
Average Loss = 50.409:  46%|████▌     | 11539/25000 [01:24<02:05, 107.07it/s]
Average Loss = 50.409:  46%|████▌     | 11539/25000 [01:24<02:05, 107.07it/s]
Average Loss = 50.409:  46%|████▌     | 11551/25000 [01:24<02:11, 102.64it/s]
Average Loss = 49.633:  46%|████▌     | 11551/25000 [01:24<02:11, 102.64it/s]
Average Loss = 49.633:  46%|████▌     | 11551/25000 [01:24<02:11, 102.64it/s]
Average Loss = 49.633:  46%|████▌     | 11562/25000 [01:24<02:15, 99.15it/s] 
Average Loss = 49.625:  46%|████▌     | 11562/25000 [01:24<02:15, 99.15it/s]
Average Loss = 49.625:  46%|████▌     | 11562/25000 [01:24<02:15, 99.15it/s]
Average Loss = 49.625:  46%|████▋     | 11573/25000 [01:24<02:16, 98.18it/s]
Average Loss = 49.285:  46%|████▋     | 11573/25000 [01:24<02:16, 98.18it/s]
Average Loss = 49.285:  46%|████▋     | 11573/25000 [01:24<02:16, 98.18it/s]
Average Loss = 49.285:  46%|████▋     | 11584/25000 [01:24<02:18, 97.13it/s]
Average Loss = 48.684:  46%|████▋     | 11584/25000 [01:24<02:18, 97.13it/s]
Average Loss = 48.684:  46%|████▋     | 11584/25000 [01:24<02:18, 97.13it/s]
Average Loss = 48.684:  46%|████▋     | 11598/25000 [01:24<02:06, 105.68it/s]
Average Loss = 47.521:  46%|████▋     | 11598/25000 [01:24<02:06, 105.68it/s]
Average Loss = 47.521:  46%|████▋     | 11598/25000 [01:24<02:06, 105.68it/s]
Average Loss = 47.06:  46%|████▋     | 11598/25000 [01:24<02:06, 105.68it/s] 
Average Loss = 47.06:  46%|████▋     | 11598/25000 [01:24<02:06, 105.68it/s]
Average Loss = 47.06:  46%|████▋     | 11613/25000 [01:24<01:57, 114.31it/s]
Average Loss = 47.011:  46%|████▋     | 11613/25000 [01:25<01:57, 114.31it/s]
Average Loss = 47.011:  46%|████▋     | 11613/25000 [01:25<01:57, 114.31it/s]
Average Loss = 47.011:  46%|████▋     | 11625/25000 [01:25<02:01, 109.97it/s]
Average Loss = 46.996:  46%|████▋     | 11625/25000 [01:25<02:01, 109.97it/s]
Average Loss = 46.996:  46%|████▋     | 11625/25000 [01:25<02:01, 109.97it/s]
Average Loss = 46.996:  47%|████▋     | 11637/25000 [01:25<02:07, 105.08it/s]
Average Loss = 46.71:  47%|████▋     | 11637/25000 [01:25<02:07, 105.08it/s] 
Average Loss = 46.71:  47%|████▋     | 11637/25000 [01:25<02:07, 105.08it/s]
Average Loss = 46.327:  47%|████▋     | 11637/25000 [01:25<02:07, 105.08it/s]
Average Loss = 46.327:  47%|████▋     | 11637/25000 [01:25<02:07, 105.08it/s]
Average Loss = 46.327:  47%|████▋     | 11651/25000 [01:25<01:57, 113.52it/s]
Average Loss = 46.274:  47%|████▋     | 11651/25000 [01:25<01:57, 113.52it/s]
Average Loss = 46.274:  47%|████▋     | 11651/25000 [01:25<01:57, 113.52it/s]
Average Loss = 46.274:  47%|████▋     | 11666/25000 [01:25<01:50, 120.79it/s]
Average Loss = 45.238:  47%|████▋     | 11666/25000 [01:25<01:50, 120.79it/s]
Average Loss = 45.238:  47%|████▋     | 11666/25000 [01:25<01:50, 120.79it/s]
Average Loss = 45.238:  47%|████▋     | 11679/25000 [01:25<01:56, 114.29it/s]
Average Loss = 44.578:  47%|████▋     | 11679/25000 [01:25<01:56, 114.29it/s]
Average Loss = 44.578:  47%|████▋     | 11679/25000 [01:25<01:56, 114.29it/s]
Average Loss = 43.603:  47%|████▋     | 11679/25000 [01:25<01:56, 114.29it/s]
Average Loss = 43.603:  47%|████▋     | 11679/25000 [01:25<01:56, 114.29it/s]
Average Loss = 43.603:  47%|████▋     | 11691/25000 [01:25<02:03, 107.79it/s]
Average Loss = 43.214:  47%|████▋     | 11691/25000 [01:25<02:03, 107.79it/s]
Average Loss = 43.214:  47%|████▋     | 11691/25000 [01:25<02:03, 107.79it/s]
Average Loss = 43.214:  47%|████▋     | 11706/25000 [01:25<01:53, 116.62it/s]
Average Loss = 42.983:  47%|████▋     | 11706/25000 [01:25<01:53, 116.62it/s]
Average Loss = 42.983:  47%|████▋     | 11706/25000 [01:25<01:53, 116.62it/s]
Average Loss = 42.473:  47%|████▋     | 11706/25000 [01:25<01:53, 116.62it/s]
Average Loss = 42.473:  47%|████▋     | 11706/25000 [01:25<01:53, 116.62it/s]
Average Loss = 42.473:  47%|████▋     | 11721/25000 [01:25<01:47, 123.06it/s]
Average Loss = 42.102:  47%|████▋     | 11721/25000 [01:25<01:47, 123.06it/s]
Average Loss = 42.102:  47%|████▋     | 11721/25000 [01:26<01:47, 123.06it/s]
Average Loss = 42.102:  47%|████▋     | 11734/25000 [01:26<01:57, 113.00it/s]
Average Loss = 41.719:  47%|████▋     | 11734/25000 [01:26<01:57, 113.00it/s]
Average Loss = 41.719:  47%|████▋     | 11734/25000 [01:26<01:57, 113.00it/s]
Average Loss = 41.719:  47%|████▋     | 11746/25000 [01:26<02:00, 109.91it/s]
Average Loss = 41.492:  47%|████▋     | 11746/25000 [01:26<02:00, 109.91it/s]
Average Loss = 41.492:  47%|████▋     | 11746/25000 [01:26<02:00, 109.91it/s]
Average Loss = 41.45:  47%|████▋     | 11746/25000 [01:26<02:00, 109.91it/s] 
Average Loss = 41.45:  47%|████▋     | 11746/25000 [01:26<02:00, 109.91it/s]
Average Loss = 41.45:  47%|████▋     | 11761/25000 [01:26<01:52, 117.87it/s]
Average Loss = 40.743:  47%|████▋     | 11761/25000 [01:26<01:52, 117.87it/s]
Average Loss = 40.743:  47%|████▋     | 11761/25000 [01:26<01:52, 117.87it/s]
Average Loss = 40.743:  47%|████▋     | 11776/25000 [01:26<01:46, 124.39it/s]
Average Loss = 40.039:  47%|████▋     | 11776/25000 [01:26<01:46, 124.39it/s]
Average Loss = 40.039:  47%|████▋     | 11776/25000 [01:26<01:46, 124.39it/s]
Average Loss = 40.039:  47%|████▋     | 11789/25000 [01:26<01:58, 111.42it/s]
Average Loss = 39.122:  47%|████▋     | 11789/25000 [01:26<01:58, 111.42it/s]
Average Loss = 39.122:  47%|████▋     | 11789/25000 [01:26<01:58, 111.42it/s]
Average Loss = 38.547:  47%|████▋     | 11789/25000 [01:26<01:58, 111.42it/s]
Average Loss = 38.547:  47%|████▋     | 11789/25000 [01:26<01:58, 111.42it/s]
Average Loss = 38.547:  47%|████▋     | 11801/25000 [01:26<01:59, 110.66it/s]
Average Loss = 38.04:  47%|████▋     | 11801/25000 [01:26<01:59, 110.66it/s] 
Average Loss = 38.04:  47%|████▋     | 11801/25000 [01:26<01:59, 110.66it/s]
Average Loss = 38.04:  47%|████▋     | 11816/25000 [01:26<01:51, 118.53it/s]
Average Loss = 38.246:  47%|████▋     | 11816/25000 [01:26<01:51, 118.53it/s]
Average Loss = 38.246:  47%|████▋     | 11816/25000 [01:26<01:51, 118.53it/s]
Average Loss = 38.246:  47%|████▋     | 11829/25000 [01:26<01:48, 121.56it/s]
Average Loss = 37.754:  47%|████▋     | 11829/25000 [01:26<01:48, 121.56it/s]
Average Loss = 37.754:  47%|████▋     | 11829/25000 [01:26<01:48, 121.56it/s]
Average Loss = 37.423:  47%|████▋     | 11829/25000 [01:26<01:48, 121.56it/s]
Average Loss = 37.423:  47%|████▋     | 11829/25000 [01:26<01:48, 121.56it/s]
Average Loss = 37.423:  47%|████▋     | 11842/25000 [01:26<01:56, 112.87it/s]
Average Loss = 37.467:  47%|████▋     | 11842/25000 [01:27<01:56, 112.87it/s]
Average Loss = 37.467:  47%|████▋     | 11842/25000 [01:27<01:56, 112.87it/s]
Average Loss = 37.467:  47%|████▋     | 11854/25000 [01:27<02:08, 102.27it/s]
Average Loss = 37.028:  47%|████▋     | 11854/25000 [01:27<02:08, 102.27it/s]
Average Loss = 37.028:  47%|████▋     | 11854/25000 [01:27<02:08, 102.27it/s]
Average Loss = 37.028:  47%|████▋     | 11867/25000 [01:27<02:01, 108.34it/s]
Average Loss = 36.569:  47%|████▋     | 11867/25000 [01:27<02:01, 108.34it/s]
Average Loss = 36.569:  47%|████▋     | 11867/25000 [01:27<02:01, 108.34it/s]
Average Loss = 35.944:  47%|████▋     | 11867/25000 [01:27<02:01, 108.34it/s]
Average Loss = 35.944:  47%|████▋     | 11867/25000 [01:27<02:01, 108.34it/s]
Average Loss = 35.944:  48%|████▊     | 11881/25000 [01:27<01:53, 115.98it/s]
Average Loss = 35.258:  48%|████▊     | 11881/25000 [01:27<01:53, 115.98it/s]
Average Loss = 35.258:  48%|████▊     | 11881/25000 [01:27<01:53, 115.98it/s]
Average Loss = 35.258:  48%|████▊     | 11895/25000 [01:27<01:47, 121.92it/s]
Average Loss = 34.523:  48%|████▊     | 11895/25000 [01:27<01:47, 121.92it/s]
Average Loss = 34.523:  48%|████▊     | 11895/25000 [01:27<01:47, 121.92it/s]
Average Loss = 34.523:  48%|████▊     | 11909/25000 [01:27<01:43, 126.78it/s]
Average Loss = 33.882:  48%|████▊     | 11909/25000 [01:27<01:43, 126.78it/s]
Average Loss = 33.882:  48%|████▊     | 11909/25000 [01:27<01:43, 126.78it/s]
Average Loss = 33.722:  48%|████▊     | 11909/25000 [01:27<01:43, 126.78it/s]
Average Loss = 33.722:  48%|████▊     | 11909/25000 [01:27<01:43, 126.78it/s]
Average Loss = 33.722:  48%|████▊     | 11923/25000 [01:27<01:40, 130.08it/s]
Average Loss = 32.998:  48%|████▊     | 11923/25000 [01:27<01:40, 130.08it/s]
Average Loss = 32.998:  48%|████▊     | 11923/25000 [01:27<01:40, 130.08it/s]
Average Loss = 32.998:  48%|████▊     | 11938/25000 [01:27<01:38, 133.01it/s]
Average Loss = 32.289:  48%|████▊     | 11938/25000 [01:27<01:38, 133.01it/s]
Average Loss = 32.289:  48%|████▊     | 11938/25000 [01:27<01:38, 133.01it/s]
Average Loss = 31.615:  48%|████▊     | 11938/25000 [01:27<01:38, 133.01it/s]
Average Loss = 31.615:  48%|████▊     | 11938/25000 [01:27<01:38, 133.01it/s]
Average Loss = 31.615:  48%|████▊     | 11952/25000 [01:27<01:36, 134.69it/s]
Average Loss = 31.422:  48%|████▊     | 11952/25000 [01:27<01:36, 134.69it/s]
Average Loss = 31.422:  48%|████▊     | 11952/25000 [01:27<01:36, 134.69it/s]
Average Loss = 31.422:  48%|████▊     | 11966/25000 [01:27<01:35, 136.24it/s]
Average Loss = 31.075:  48%|████▊     | 11966/25000 [01:27<01:35, 136.24it/s]
Average Loss = 31.075:  48%|████▊     | 11966/25000 [01:27<01:35, 136.24it/s]
Average Loss = 31.075:  48%|████▊     | 11980/25000 [01:28<01:34, 137.29it/s]
Average Loss = 30.992:  48%|████▊     | 11980/25000 [01:28<01:34, 137.29it/s]
Average Loss = 30.992:  48%|████▊     | 11980/25000 [01:28<01:34, 137.29it/s]
Average Loss = 30.479:  48%|████▊     | 11980/25000 [01:28<01:34, 137.29it/s]
Average Loss = 30.479:  48%|████▊     | 11980/25000 [01:28<01:34, 137.29it/s]
Average Loss = 30.479:  48%|████▊     | 11994/25000 [01:28<01:34, 137.38it/s]
Average Loss = 29.835:  48%|████▊     | 11994/25000 [01:28<01:34, 137.38it/s]
Average Loss = 29.835:  48%|████▊     | 11994/25000 [01:28<01:34, 137.38it/s]
Average Loss = 29.835:  48%|████▊     | 12008/25000 [01:28<01:34, 136.94it/s]
Average Loss = 29.609:  48%|████▊     | 12008/25000 [01:28<01:34, 136.94it/s]
Average Loss = 29.609:  48%|████▊     | 12008/25000 [01:28<01:34, 136.94it/s]
Average Loss = 29.307:  48%|████▊     | 12008/25000 [01:28<01:34, 136.94it/s]
Average Loss = 29.307:  48%|████▊     | 12008/25000 [01:28<01:34, 136.94it/s]
Average Loss = 29.307:  48%|████▊     | 12022/25000 [01:28<01:34, 137.49it/s]
Average Loss = 29.005:  48%|████▊     | 12022/25000 [01:28<01:34, 137.49it/s]
Average Loss = 29.005:  48%|████▊     | 12022/25000 [01:28<01:34, 137.49it/s]
Average Loss = 29.005:  48%|████▊     | 12036/25000 [01:28<01:33, 138.21it/s]
Average Loss = 28.582:  48%|████▊     | 12036/25000 [01:28<01:33, 138.21it/s]
Average Loss = 28.582:  48%|████▊     | 12036/25000 [01:28<01:33, 138.21it/s]
Average Loss = 28.582:  48%|████▊     | 12050/25000 [01:28<01:33, 138.66it/s]
Average Loss = 27.971:  48%|████▊     | 12050/25000 [01:28<01:33, 138.66it/s]
Average Loss = 27.971:  48%|████▊     | 12050/25000 [01:28<01:33, 138.66it/s]
Average Loss = 27.701:  48%|████▊     | 12050/25000 [01:28<01:33, 138.66it/s]
Average Loss = 27.701:  48%|████▊     | 12050/25000 [01:28<01:33, 138.66it/s]
Average Loss = 27.701:  48%|████▊     | 12064/25000 [01:28<01:33, 138.65it/s]
Average Loss = 27.129:  48%|████▊     | 12064/25000 [01:28<01:33, 138.65it/s]
Average Loss = 27.129:  48%|████▊     | 12064/25000 [01:28<01:33, 138.65it/s]
Average Loss = 27.129:  48%|████▊     | 12078/25000 [01:28<01:32, 139.01it/s]
Average Loss = 26.723:  48%|████▊     | 12078/25000 [01:28<01:32, 139.01it/s]
Average Loss = 26.723:  48%|████▊     | 12078/25000 [01:28<01:32, 139.01it/s]
Average Loss = 26.416:  48%|████▊     | 12078/25000 [01:28<01:32, 139.01it/s]
Average Loss = 26.416:  48%|████▊     | 12078/25000 [01:28<01:32, 139.01it/s]
Average Loss = 26.416:  48%|████▊     | 12092/25000 [01:28<01:32, 139.03it/s]
Average Loss = 26.419:  48%|████▊     | 12092/25000 [01:28<01:32, 139.03it/s]
Average Loss = 26.419:  48%|████▊     | 12092/25000 [01:28<01:32, 139.03it/s]
Average Loss = 26.419:  48%|████▊     | 12106/25000 [01:28<01:32, 139.18it/s]
Average Loss = 25.835:  48%|████▊     | 12106/25000 [01:28<01:32, 139.18it/s]
Average Loss = 25.835:  48%|████▊     | 12106/25000 [01:28<01:32, 139.18it/s]
Average Loss = 25.835:  48%|████▊     | 12120/25000 [01:29<01:32, 139.29it/s]
Average Loss = 25.965:  48%|████▊     | 12120/25000 [01:29<01:32, 139.29it/s]
Average Loss = 25.965:  48%|████▊     | 12120/25000 [01:29<01:32, 139.29it/s]
Average Loss = 25.054:  48%|████▊     | 12120/25000 [01:29<01:32, 139.29it/s]
Average Loss = 25.054:  48%|████▊     | 12120/25000 [01:29<01:32, 139.29it/s]
Average Loss = 25.054:  49%|████▊     | 12134/25000 [01:29<01:32, 138.95it/s]
Average Loss = 24.202:  49%|████▊     | 12134/25000 [01:29<01:32, 138.95it/s]
Average Loss = 24.202:  49%|████▊     | 12134/25000 [01:29<01:32, 138.95it/s]
Average Loss = 24.202:  49%|████▊     | 12149/25000 [01:29<01:32, 139.28it/s]
Average Loss = 23.827:  49%|████▊     | 12149/25000 [01:29<01:32, 139.28it/s]
Average Loss = 23.827:  49%|████▊     | 12149/25000 [01:29<01:32, 139.28it/s]
Average Loss = 23.178:  49%|████▊     | 12149/25000 [01:29<01:32, 139.28it/s]
Average Loss = 23.178:  49%|████▊     | 12149/25000 [01:29<01:32, 139.28it/s]
Average Loss = 23.178:  49%|████▊     | 12163/25000 [01:29<01:32, 139.40it/s]
Average Loss = 22.793:  49%|████▊     | 12163/25000 [01:29<01:32, 139.40it/s]
Average Loss = 22.793:  49%|████▊     | 12163/25000 [01:29<01:32, 139.40it/s]
Average Loss = 22.793:  49%|████▊     | 12177/25000 [01:29<01:31, 139.55it/s]
Average Loss = 21.966:  49%|████▊     | 12177/25000 [01:29<01:31, 139.55it/s]
Average Loss = 21.966:  49%|████▊     | 12177/25000 [01:29<01:31, 139.55it/s]
Average Loss = 21.548:  49%|████▊     | 12177/25000 [01:29<01:31, 139.55it/s]
Average Loss = 21.548:  49%|████▊     | 12177/25000 [01:29<01:31, 139.55it/s]
Average Loss = 21.548:  49%|████▉     | 12191/25000 [01:29<01:31, 139.55it/s]
Average Loss = 20.527:  49%|████▉     | 12191/25000 [01:29<01:31, 139.55it/s]
Average Loss = 20.527:  49%|████▉     | 12191/25000 [01:29<01:31, 139.55it/s]
Average Loss = 20.527:  49%|████▉     | 12206/25000 [01:29<01:31, 139.92it/s]
Average Loss = 19.501:  49%|████▉     | 12206/25000 [01:29<01:31, 139.92it/s]
Average Loss = 19.501:  49%|████▉     | 12206/25000 [01:29<01:31, 139.92it/s]
Average Loss = 19.501:  49%|████▉     | 12220/25000 [01:29<01:31, 139.93it/s]
Average Loss = 19.042:  49%|████▉     | 12220/25000 [01:29<01:31, 139.93it/s]
Average Loss = 19.042:  49%|████▉     | 12220/25000 [01:29<01:31, 139.93it/s]
Average Loss = 18.356:  49%|████▉     | 12220/25000 [01:29<01:31, 139.93it/s]
Average Loss = 18.356:  49%|████▉     | 12220/25000 [01:29<01:31, 139.93it/s]
Average Loss = 18.356:  49%|████▉     | 12234/25000 [01:29<01:31, 139.52it/s]
Average Loss = 18.162:  49%|████▉     | 12234/25000 [01:29<01:31, 139.52it/s]
Average Loss = 18.162:  49%|████▉     | 12234/25000 [01:29<01:31, 139.52it/s]
Average Loss = 18.162:  49%|████▉     | 12249/25000 [01:29<01:31, 139.73it/s]
Average Loss = 17.56:  49%|████▉     | 12249/25000 [01:29<01:31, 139.73it/s] 
Average Loss = 17.56:  49%|████▉     | 12249/25000 [01:29<01:31, 139.73it/s]
Average Loss = 17.556:  49%|████▉     | 12249/25000 [01:30<01:31, 139.73it/s]
Average Loss = 17.556:  49%|████▉     | 12249/25000 [01:30<01:31, 139.73it/s]
Average Loss = 17.556:  49%|████▉     | 12263/25000 [01:30<01:31, 139.16it/s]
Average Loss = 16.793:  49%|████▉     | 12263/25000 [01:30<01:31, 139.16it/s]
Average Loss = 16.793:  49%|████▉     | 12263/25000 [01:30<01:31, 139.16it/s]
Average Loss = 16.793:  49%|████▉     | 12277/25000 [01:30<01:31, 139.39it/s]
Average Loss = 16.094:  49%|████▉     | 12277/25000 [01:30<01:31, 139.39it/s]
Average Loss = 16.094:  49%|████▉     | 12277/25000 [01:30<01:31, 139.39it/s]
Average Loss = 15.411:  49%|████▉     | 12277/25000 [01:30<01:31, 139.39it/s]
Average Loss = 15.411:  49%|████▉     | 12277/25000 [01:30<01:31, 139.39it/s]
Average Loss = 15.411:  49%|████▉     | 12291/25000 [01:30<01:32, 138.06it/s]
Average Loss = 15.25:  49%|████▉     | 12291/25000 [01:30<01:32, 138.06it/s] 
Average Loss = 15.25:  49%|████▉     | 12291/25000 [01:30<01:32, 138.06it/s]
Average Loss = 15.25:  49%|████▉     | 12305/25000 [01:30<01:31, 138.43it/s]
Average Loss = 14.48:  49%|████▉     | 12305/25000 [01:30<01:31, 138.43it/s]
Average Loss = 14.48:  49%|████▉     | 12305/25000 [01:30<01:31, 138.43it/s]
Average Loss = 14.48:  49%|████▉     | 12319/25000 [01:30<01:31, 138.82it/s]
Average Loss = 14.035:  49%|████▉     | 12319/25000 [01:30<01:31, 138.82it/s]
Average Loss = 14.035:  49%|████▉     | 12319/25000 [01:30<01:31, 138.82it/s]
Average Loss = 14.089:  49%|████▉     | 12319/25000 [01:30<01:31, 138.82it/s]
Average Loss = 14.089:  49%|████▉     | 12319/25000 [01:30<01:31, 138.82it/s]
Average Loss = 14.089:  49%|████▉     | 12333/25000 [01:30<01:31, 138.87it/s]
Average Loss = 13.642:  49%|████▉     | 12333/25000 [01:30<01:31, 138.87it/s]
Average Loss = 13.642:  49%|████▉     | 12333/25000 [01:30<01:31, 138.87it/s]
Average Loss = 13.642:  49%|████▉     | 12347/25000 [01:30<01:30, 139.10it/s]
Average Loss = 13.503:  49%|████▉     | 12347/25000 [01:30<01:30, 139.10it/s]
Average Loss = 13.503:  49%|████▉     | 12347/25000 [01:30<01:30, 139.10it/s]
Average Loss = 13.05:  49%|████▉     | 12347/25000 [01:30<01:30, 139.10it/s] 
Average Loss = 13.05:  49%|████▉     | 12347/25000 [01:30<01:30, 139.10it/s]
Average Loss = 13.05:  49%|████▉     | 12361/25000 [01:30<01:30, 138.89it/s]
Average Loss = 12.072:  49%|████▉     | 12361/25000 [01:30<01:30, 138.89it/s]
Average Loss = 12.072:  49%|████▉     | 12361/25000 [01:30<01:30, 138.89it/s]
Average Loss = 12.072:  50%|████▉     | 12376/25000 [01:30<01:30, 139.32it/s]
Average Loss = 10.997:  50%|████▉     | 12376/25000 [01:30<01:30, 139.32it/s]
Average Loss = 10.997:  50%|████▉     | 12376/25000 [01:30<01:30, 139.32it/s]
Average Loss = 10.997:  50%|████▉     | 12390/25000 [01:30<01:30, 139.51it/s]
Average Loss = 10.265:  50%|████▉     | 12390/25000 [01:30<01:30, 139.51it/s]
Average Loss = 10.265:  50%|████▉     | 12390/25000 [01:30<01:30, 139.51it/s]
Average Loss = 9.8861:  50%|████▉     | 12390/25000 [01:31<01:30, 139.51it/s]
Average Loss = 9.8861:  50%|████▉     | 12390/25000 [01:31<01:30, 139.51it/s]
Average Loss = 9.8861:  50%|████▉     | 12404/25000 [01:31<01:30, 139.29it/s]
Average Loss = 9.7216:  50%|████▉     | 12404/25000 [01:31<01:30, 139.29it/s]
Average Loss = 9.7216:  50%|████▉     | 12404/25000 [01:31<01:30, 139.29it/s]
Average Loss = 9.7216:  50%|████▉     | 12418/25000 [01:31<01:30, 139.48it/s]
Average Loss = 9.4992:  50%|████▉     | 12418/25000 [01:31<01:30, 139.48it/s]
Average Loss = 9.4992:  50%|████▉     | 12418/25000 [01:31<01:30, 139.48it/s]
Average Loss = 8.3878:  50%|████▉     | 12418/25000 [01:31<01:30, 139.48it/s]
Average Loss = 8.3878:  50%|████▉     | 12418/25000 [01:31<01:30, 139.48it/s]
Average Loss = 8.3878:  50%|████▉     | 12432/25000 [01:31<01:30, 139.26it/s]
Average Loss = 7.9528:  50%|████▉     | 12432/25000 [01:31<01:30, 139.26it/s]
Average Loss = 7.9528:  50%|████▉     | 12432/25000 [01:31<01:30, 139.26it/s]
Average Loss = 7.9528:  50%|████▉     | 12446/25000 [01:31<01:30, 139.42it/s]
Average Loss = 7.4576:  50%|████▉     | 12446/25000 [01:31<01:30, 139.42it/s]
Average Loss = 7.4576:  50%|████▉     | 12446/25000 [01:31<01:30, 139.42it/s]
Average Loss = 7.4576:  50%|████▉     | 12460/25000 [01:31<01:29, 139.42it/s]
Average Loss = 6.944:  50%|████▉     | 12460/25000 [01:31<01:29, 139.42it/s] 
Average Loss = 6.944:  50%|████▉     | 12460/25000 [01:31<01:29, 139.42it/s]
Average Loss = 6.0244:  50%|████▉     | 12460/25000 [01:31<01:29, 139.42it/s]
Average Loss = 6.0244:  50%|████▉     | 12460/25000 [01:31<01:29, 139.42it/s]
Average Loss = 6.0244:  50%|████▉     | 12474/25000 [01:31<01:29, 139.39it/s]
Average Loss = 5.5108:  50%|████▉     | 12474/25000 [01:31<01:29, 139.39it/s]
Average Loss = 5.5108:  50%|████▉     | 12474/25000 [01:31<01:29, 139.39it/s]
Average Loss = 5.5108:  50%|████▉     | 12488/25000 [01:31<01:29, 139.42it/s]
Average Loss = 4.9182:  50%|████▉     | 12488/25000 [01:31<01:29, 139.42it/s]
Average Loss = 4.9182:  50%|████▉     | 12488/25000 [01:31<01:29, 139.42it/s]
Average Loss = 4.8628:  50%|████▉     | 12488/25000 [01:31<01:29, 139.42it/s]
Average Loss = 4.8628:  50%|████▉     | 12488/25000 [01:31<01:29, 139.42it/s]
Average Loss = 4.8628:  50%|█████     | 12502/25000 [01:31<01:29, 139.32it/s]
Average Loss = 4.4011:  50%|█████     | 12502/25000 [01:31<01:29, 139.32it/s]
Average Loss = 4.4011:  50%|█████     | 12502/25000 [01:31<01:29, 139.32it/s]
Average Loss = 4.4011:  50%|█████     | 12516/25000 [01:31<01:29, 139.48it/s]
Average Loss = 4.2212:  50%|█████     | 12516/25000 [01:31<01:29, 139.48it/s]
Average Loss = 4.2212:  50%|█████     | 12516/25000 [01:31<01:29, 139.48it/s]
Average Loss = 4.2212:  50%|█████     | 12530/25000 [01:31<01:29, 139.26it/s]
Average Loss = 3.8539:  50%|█████     | 12530/25000 [01:31<01:29, 139.26it/s]
Average Loss = 3.8539:  50%|█████     | 12530/25000 [01:31<01:29, 139.26it/s]
Average Loss = 3.749:  50%|█████     | 12530/25000 [01:32<01:29, 139.26it/s] 
Average Loss = 3.749:  50%|█████     | 12530/25000 [01:32<01:29, 139.26it/s]
Average Loss = 3.749:  50%|█████     | 12544/25000 [01:32<01:29, 139.04it/s]
Average Loss = 3.1449:  50%|█████     | 12544/25000 [01:32<01:29, 139.04it/s]
Average Loss = 3.1449:  50%|█████     | 12544/25000 [01:32<01:29, 139.04it/s]
Average Loss = 3.1449:  50%|█████     | 12558/25000 [01:32<01:29, 139.31it/s]
Average Loss = 2.9491:  50%|█████     | 12558/25000 [01:32<01:29, 139.31it/s]
Average Loss = 2.9491:  50%|█████     | 12558/25000 [01:32<01:29, 139.31it/s]
Average Loss = 2.4598:  50%|█████     | 12558/25000 [01:32<01:29, 139.31it/s]
Average Loss = 2.4598:  50%|█████     | 12558/25000 [01:32<01:29, 139.31it/s]
Average Loss = 2.4598:  50%|█████     | 12572/25000 [01:32<01:29, 138.53it/s]
Average Loss = 1.9668:  50%|█████     | 12572/25000 [01:32<01:29, 138.53it/s]
Average Loss = 1.9668:  50%|█████     | 12572/25000 [01:32<01:29, 138.53it/s]
Average Loss = 1.9668:  50%|█████     | 12586/25000 [01:32<01:29, 138.74it/s]
Average Loss = 1.8071:  50%|█████     | 12586/25000 [01:32<01:29, 138.74it/s]
Average Loss = 1.8071:  50%|█████     | 12586/25000 [01:32<01:29, 138.74it/s]
Average Loss = 1.8071:  50%|█████     | 12600/25000 [01:32<01:29, 139.10it/s]
Average Loss = 1.8654:  50%|█████     | 12600/25000 [01:32<01:29, 139.10it/s]
Average Loss = 1.8654:  50%|█████     | 12600/25000 [01:32<01:29, 139.10it/s]
Average Loss = 1.8341:  50%|█████     | 12600/25000 [01:32<01:29, 139.10it/s]
Average Loss = 1.8341:  50%|█████     | 12600/25000 [01:32<01:29, 139.10it/s]
Average Loss = 1.8341:  50%|█████     | 12614/25000 [01:32<01:29, 139.03it/s]
Average Loss = 1.3677:  50%|█████     | 12614/25000 [01:32<01:29, 139.03it/s]
Average Loss = 1.3677:  50%|█████     | 12614/25000 [01:32<01:29, 139.03it/s]
Average Loss = 1.3677:  51%|█████     | 12628/25000 [01:32<01:28, 139.31it/s]
Average Loss = 0.59545:  51%|█████     | 12628/25000 [01:32<01:28, 139.31it/s]
Average Loss = 0.59545:  51%|█████     | 12628/25000 [01:32<01:28, 139.31it/s]
Average Loss = 0.19617:  51%|█████     | 12628/25000 [01:32<01:28, 139.31it/s]
Average Loss = 0.19617:  51%|█████     | 12628/25000 [01:32<01:28, 139.31it/s]
Average Loss = 0.19617:  51%|█████     | 12642/25000 [01:32<01:28, 139.17it/s]
Average Loss = -0.10974:  51%|█████     | 12642/25000 [01:32<01:28, 139.17it/s]
Average Loss = -0.10974:  51%|█████     | 12642/25000 [01:32<01:28, 139.17it/s]
Average Loss = -0.10974:  51%|█████     | 12656/25000 [01:32<01:28, 139.35it/s]
Average Loss = -0.6628:  51%|█████     | 12656/25000 [01:32<01:28, 139.35it/s] 
Average Loss = -0.6628:  51%|█████     | 12656/25000 [01:32<01:28, 139.35it/s]
Average Loss = -0.6628:  51%|█████     | 12670/25000 [01:32<01:28, 139.52it/s]
Average Loss = -0.91272:  51%|█████     | 12670/25000 [01:32<01:28, 139.52it/s]
Average Loss = -0.91272:  51%|█████     | 12670/25000 [01:32<01:28, 139.52it/s]
Average Loss = -1.0949:  51%|█████     | 12670/25000 [01:33<01:28, 139.52it/s] 
Average Loss = -1.0949:  51%|█████     | 12670/25000 [01:33<01:28, 139.52it/s]
Average Loss = -1.0949:  51%|█████     | 12684/25000 [01:33<01:28, 138.87it/s]
Average Loss = -1.8182:  51%|█████     | 12684/25000 [01:33<01:28, 138.87it/s]
Average Loss = -1.8182:  51%|█████     | 12684/25000 [01:33<01:28, 138.87it/s]
Average Loss = -1.8182:  51%|█████     | 12698/25000 [01:33<01:28, 138.72it/s]
Average Loss = -2.773:  51%|█████     | 12698/25000 [01:33<01:28, 138.72it/s] 
Average Loss = -2.773:  51%|█████     | 12698/25000 [01:33<01:28, 138.72it/s]
Average Loss = -3.644:  51%|█████     | 12698/25000 [01:33<01:28, 138.72it/s]
Average Loss = -3.644:  51%|█████     | 12698/25000 [01:33<01:28, 138.72it/s]
Average Loss = -3.644:  51%|█████     | 12712/25000 [01:33<01:28, 138.31it/s]
Average Loss = -4.3846:  51%|█████     | 12712/25000 [01:33<01:28, 138.31it/s]
Average Loss = -4.3846:  51%|█████     | 12712/25000 [01:33<01:28, 138.31it/s]
Average Loss = -4.3846:  51%|█████     | 12726/25000 [01:33<01:28, 138.25it/s]
Average Loss = -4.81:  51%|█████     | 12726/25000 [01:33<01:28, 138.25it/s]  
Average Loss = -4.81:  51%|█████     | 12726/25000 [01:33<01:28, 138.25it/s]
Average Loss = -4.81:  51%|█████     | 12740/25000 [01:33<01:28, 138.27it/s]
Average Loss = -5.2383:  51%|█████     | 12740/25000 [01:33<01:28, 138.27it/s]
Average Loss = -5.2383:  51%|█████     | 12740/25000 [01:33<01:28, 138.27it/s]
Average Loss = -5.7069:  51%|█████     | 12740/25000 [01:33<01:28, 138.27it/s]
Average Loss = -5.7069:  51%|█████     | 12740/25000 [01:33<01:28, 138.27it/s]
Average Loss = -5.7069:  51%|█████     | 12754/25000 [01:33<01:28, 137.78it/s]
Average Loss = -6.643:  51%|█████     | 12754/25000 [01:33<01:28, 137.78it/s] 
Average Loss = -6.643:  51%|█████     | 12754/25000 [01:33<01:28, 137.78it/s]
Average Loss = -6.643:  51%|█████     | 12768/25000 [01:33<01:28, 137.82it/s]
Average Loss = -7.3951:  51%|█████     | 12768/25000 [01:33<01:28, 137.82it/s]
Average Loss = -7.3951:  51%|█████     | 12768/25000 [01:33<01:28, 137.82it/s]
Average Loss = -7.7055:  51%|█████     | 12768/25000 [01:33<01:28, 137.82it/s]
Average Loss = -7.7055:  51%|█████     | 12768/25000 [01:33<01:28, 137.82it/s]
Average Loss = -7.7055:  51%|█████     | 12782/25000 [01:33<01:28, 137.50it/s]
Average Loss = -8.0516:  51%|█████     | 12782/25000 [01:33<01:28, 137.50it/s]
Average Loss = -8.0516:  51%|█████     | 12782/25000 [01:33<01:28, 137.50it/s]
Average Loss = -8.0516:  51%|█████     | 12796/25000 [01:33<01:28, 137.54it/s]
Average Loss = -8.5958:  51%|█████     | 12796/25000 [01:33<01:28, 137.54it/s]
Average Loss = -8.5958:  51%|█████     | 12796/25000 [01:33<01:28, 137.54it/s]
Average Loss = -8.5958:  51%|█████     | 12810/25000 [01:33<01:28, 137.68it/s]
Average Loss = -8.8074:  51%|█████     | 12810/25000 [01:33<01:28, 137.68it/s]
Average Loss = -8.8074:  51%|█████     | 12810/25000 [01:33<01:28, 137.68it/s]
Average Loss = -9.9322:  51%|█████     | 12810/25000 [01:34<01:28, 137.68it/s]
Average Loss = -9.9322:  51%|█████     | 12810/25000 [01:34<01:28, 137.68it/s]
Average Loss = -9.9322:  51%|█████▏    | 12824/25000 [01:34<01:28, 137.39it/s]
Average Loss = -10.47:  51%|█████▏    | 12824/25000 [01:34<01:28, 137.39it/s] 
Average Loss = -10.47:  51%|█████▏    | 12824/25000 [01:34<01:28, 137.39it/s]
Average Loss = -10.47:  51%|█████▏    | 12838/25000 [01:34<01:28, 137.63it/s]
Average Loss = -11.059:  51%|█████▏    | 12838/25000 [01:34<01:28, 137.63it/s]
Average Loss = -11.059:  51%|█████▏    | 12838/25000 [01:34<01:28, 137.63it/s]
Average Loss = -10.956:  51%|█████▏    | 12838/25000 [01:34<01:28, 137.63it/s]
Average Loss = -10.956:  51%|█████▏    | 12838/25000 [01:34<01:28, 137.63it/s]
Average Loss = -10.956:  51%|█████▏    | 12852/25000 [01:34<01:28, 136.93it/s]
Average Loss = -11.468:  51%|█████▏    | 12852/25000 [01:34<01:28, 136.93it/s]
Average Loss = -11.468:  51%|█████▏    | 12852/25000 [01:34<01:28, 136.93it/s]
Average Loss = -11.468:  51%|█████▏    | 12866/25000 [01:34<01:28, 137.27it/s]
Average Loss = -12.277:  51%|█████▏    | 12866/25000 [01:34<01:28, 137.27it/s]
Average Loss = -12.277:  51%|█████▏    | 12866/25000 [01:34<01:28, 137.27it/s]
Average Loss = -12.277:  52%|█████▏    | 12880/25000 [01:34<01:28, 137.56it/s]
Average Loss = -12.112:  52%|█████▏    | 12880/25000 [01:34<01:28, 137.56it/s]
Average Loss = -12.112:  52%|█████▏    | 12880/25000 [01:34<01:28, 137.56it/s]
Average Loss = -12.254:  52%|█████▏    | 12880/25000 [01:34<01:28, 137.56it/s]
Average Loss = -12.254:  52%|█████▏    | 12880/25000 [01:34<01:28, 137.56it/s]
Average Loss = -12.254:  52%|█████▏    | 12894/25000 [01:34<01:28, 137.41it/s]
Average Loss = -12.297:  52%|█████▏    | 12894/25000 [01:34<01:28, 137.41it/s]
Average Loss = -12.297:  52%|█████▏    | 12894/25000 [01:34<01:28, 137.41it/s]
Average Loss = -12.297:  52%|█████▏    | 12908/25000 [01:34<01:27, 137.45it/s]
Average Loss = -12.547:  52%|█████▏    | 12908/25000 [01:34<01:27, 137.45it/s]
Average Loss = -12.547:  52%|█████▏    | 12908/25000 [01:34<01:27, 137.45it/s]
Average Loss = -13.072:  52%|█████▏    | 12908/25000 [01:34<01:27, 137.45it/s]
Average Loss = -13.072:  52%|█████▏    | 12908/25000 [01:34<01:27, 137.45it/s]
Average Loss = -13.072:  52%|█████▏    | 12922/25000 [01:34<01:28, 137.23it/s]
Average Loss = -13.426:  52%|█████▏    | 12922/25000 [01:34<01:28, 137.23it/s]
Average Loss = -13.426:  52%|█████▏    | 12922/25000 [01:34<01:28, 137.23it/s]
Average Loss = -13.426:  52%|█████▏    | 12936/25000 [01:34<01:27, 137.60it/s]
Average Loss = -13.525:  52%|█████▏    | 12936/25000 [01:34<01:27, 137.60it/s]
Average Loss = -13.525:  52%|█████▏    | 12936/25000 [01:34<01:27, 137.60it/s]
Average Loss = -13.525:  52%|█████▏    | 12950/25000 [01:35<01:27, 137.83it/s]
Average Loss = -14.117:  52%|█████▏    | 12950/25000 [01:35<01:27, 137.83it/s]
Average Loss = -14.117:  52%|█████▏    | 12950/25000 [01:35<01:27, 137.83it/s]
Average Loss = -14.697:  52%|█████▏    | 12950/25000 [01:35<01:27, 137.83it/s]
Average Loss = -14.697:  52%|█████▏    | 12950/25000 [01:35<01:27, 137.83it/s]
Average Loss = -14.697:  52%|█████▏    | 12964/25000 [01:35<01:27, 137.47it/s]
Average Loss = -15.252:  52%|█████▏    | 12964/25000 [01:35<01:27, 137.47it/s]
Average Loss = -15.252:  52%|█████▏    | 12964/25000 [01:35<01:27, 137.47it/s]
Average Loss = -15.252:  52%|█████▏    | 12978/25000 [01:35<01:27, 137.59it/s]
Average Loss = -16.072:  52%|█████▏    | 12978/25000 [01:35<01:27, 137.59it/s]
Average Loss = -16.072:  52%|█████▏    | 12978/25000 [01:35<01:27, 137.59it/s]
Average Loss = -16.472:  52%|█████▏    | 12978/25000 [01:35<01:27, 137.59it/s]
Average Loss = -16.472:  52%|█████▏    | 12978/25000 [01:35<01:27, 137.59it/s]
Average Loss = -16.472:  52%|█████▏    | 12992/25000 [01:35<01:27, 137.41it/s]
Average Loss = -17.118:  52%|█████▏    | 12992/25000 [01:35<01:27, 137.41it/s]
Average Loss = -17.118:  52%|█████▏    | 12992/25000 [01:35<01:27, 137.41it/s]
Average Loss = -17.118:  52%|█████▏    | 13006/25000 [01:35<01:27, 137.40it/s]
Average Loss = -17.214:  52%|█████▏    | 13006/25000 [01:35<01:27, 137.40it/s]
Average Loss = -17.214:  52%|█████▏    | 13006/25000 [01:35<01:27, 137.40it/s]
Average Loss = -17.214:  52%|█████▏    | 13020/25000 [01:35<01:27, 137.60it/s]
Average Loss = -17.554:  52%|█████▏    | 13020/25000 [01:35<01:27, 137.60it/s]
Average Loss = -17.554:  52%|█████▏    | 13020/25000 [01:35<01:27, 137.60it/s]
Average Loss = -18.086:  52%|█████▏    | 13020/25000 [01:35<01:27, 137.60it/s]
Average Loss = -18.086:  52%|█████▏    | 13020/25000 [01:35<01:27, 137.60it/s]
Average Loss = -18.086:  52%|█████▏    | 13034/25000 [01:35<01:27, 137.47it/s]
Average Loss = -18.315:  52%|█████▏    | 13034/25000 [01:35<01:27, 137.47it/s]
Average Loss = -18.315:  52%|█████▏    | 13034/25000 [01:35<01:27, 137.47it/s]
Average Loss = -18.315:  52%|█████▏    | 13048/25000 [01:35<01:26, 137.63it/s]
Average Loss = -18.826:  52%|█████▏    | 13048/25000 [01:35<01:26, 137.63it/s]
Average Loss = -18.826:  52%|█████▏    | 13048/25000 [01:35<01:26, 137.63it/s]
Average Loss = -19.375:  52%|█████▏    | 13048/25000 [01:35<01:26, 137.63it/s]
Average Loss = -19.375:  52%|█████▏    | 13048/25000 [01:35<01:26, 137.63it/s]
Average Loss = -19.375:  52%|█████▏    | 13062/25000 [01:35<01:26, 137.38it/s]
Average Loss = -19.706:  52%|█████▏    | 13062/25000 [01:35<01:26, 137.38it/s]
Average Loss = -19.706:  52%|█████▏    | 13062/25000 [01:35<01:26, 137.38it/s]
Average Loss = -19.706:  52%|█████▏    | 13076/25000 [01:35<01:26, 137.56it/s]
Average Loss = -20.205:  52%|█████▏    | 13076/25000 [01:35<01:26, 137.56it/s]
Average Loss = -20.205:  52%|█████▏    | 13076/25000 [01:35<01:26, 137.56it/s]
Average Loss = -20.205:  52%|█████▏    | 13090/25000 [01:36<01:26, 137.63it/s]
Average Loss = -20.489:  52%|█████▏    | 13090/25000 [01:36<01:26, 137.63it/s]
Average Loss = -20.489:  52%|█████▏    | 13090/25000 [01:36<01:26, 137.63it/s]
Average Loss = -21.267:  52%|█████▏    | 13090/25000 [01:36<01:26, 137.63it/s]
Average Loss = -21.267:  52%|█████▏    | 13090/25000 [01:36<01:26, 137.63it/s]
Average Loss = -21.267:  52%|█████▏    | 13104/25000 [01:36<01:26, 137.51it/s]
Average Loss = -21.815:  52%|█████▏    | 13104/25000 [01:36<01:26, 137.51it/s]
Average Loss = -21.815:  52%|█████▏    | 13104/25000 [01:36<01:26, 137.51it/s]
Average Loss = -21.815:  52%|█████▏    | 13118/25000 [01:36<01:27, 136.21it/s]
Average Loss = -22.633:  52%|█████▏    | 13118/25000 [01:36<01:27, 136.21it/s]
Average Loss = -22.633:  52%|█████▏    | 13118/25000 [01:36<01:27, 136.21it/s]
Average Loss = -23.283:  52%|█████▏    | 13118/25000 [01:36<01:27, 136.21it/s]
Average Loss = -23.283:  52%|█████▏    | 13118/25000 [01:36<01:27, 136.21it/s]
Average Loss = -23.283:  53%|█████▎    | 13132/25000 [01:36<01:27, 136.33it/s]
Average Loss = -24.141:  53%|█████▎    | 13132/25000 [01:36<01:27, 136.33it/s]
Average Loss = -24.141:  53%|█████▎    | 13132/25000 [01:36<01:27, 136.33it/s]
Average Loss = -24.141:  53%|█████▎    | 13146/25000 [01:36<01:26, 136.79it/s]
Average Loss = -24.316:  53%|█████▎    | 13146/25000 [01:36<01:26, 136.79it/s]
Average Loss = -24.316:  53%|█████▎    | 13146/25000 [01:36<01:26, 136.79it/s]
Average Loss = -24.316:  53%|█████▎    | 13160/25000 [01:36<01:26, 137.35it/s]
Average Loss = -24.598:  53%|█████▎    | 13160/25000 [01:36<01:26, 137.35it/s]
Average Loss = -24.598:  53%|█████▎    | 13160/25000 [01:36<01:26, 137.35it/s]
Average Loss = -24.942:  53%|█████▎    | 13160/25000 [01:36<01:26, 137.35it/s]
Average Loss = -24.942:  53%|█████▎    | 13160/25000 [01:36<01:26, 137.35it/s]
Average Loss = -24.942:  53%|█████▎    | 13174/25000 [01:36<01:26, 137.34it/s]
Average Loss = -25.089:  53%|█████▎    | 13174/25000 [01:36<01:26, 137.34it/s]
Average Loss = -25.089:  53%|█████▎    | 13174/25000 [01:36<01:26, 137.34it/s]
Average Loss = -25.089:  53%|█████▎    | 13188/25000 [01:36<01:26, 137.29it/s]
Average Loss = -25.655:  53%|█████▎    | 13188/25000 [01:36<01:26, 137.29it/s]
Average Loss = -25.655:  53%|█████▎    | 13188/25000 [01:36<01:26, 137.29it/s]
Average Loss = -25.894:  53%|█████▎    | 13188/25000 [01:36<01:26, 137.29it/s]
Average Loss = -25.894:  53%|█████▎    | 13188/25000 [01:36<01:26, 137.29it/s]
Average Loss = -25.894:  53%|█████▎    | 13202/25000 [01:36<01:25, 137.51it/s]
Average Loss = -25.725:  53%|█████▎    | 13202/25000 [01:36<01:25, 137.51it/s]
Average Loss = -25.725:  53%|█████▎    | 13202/25000 [01:36<01:25, 137.51it/s]
Average Loss = -25.725:  53%|█████▎    | 13216/25000 [01:36<01:25, 137.78it/s]
Average Loss = -25.951:  53%|█████▎    | 13216/25000 [01:36<01:25, 137.78it/s]
Average Loss = -25.951:  53%|█████▎    | 13216/25000 [01:36<01:25, 137.78it/s]
Average Loss = -25.951:  53%|█████▎    | 13230/25000 [01:37<01:25, 138.02it/s]
Average Loss = -26.468:  53%|█████▎    | 13230/25000 [01:37<01:25, 138.02it/s]
Average Loss = -26.468:  53%|█████▎    | 13230/25000 [01:37<01:25, 138.02it/s]
Average Loss = -27.343:  53%|█████▎    | 13230/25000 [01:37<01:25, 138.02it/s]
Average Loss = -27.343:  53%|█████▎    | 13230/25000 [01:37<01:25, 138.02it/s]
Average Loss = -27.343:  53%|█████▎    | 13244/25000 [01:37<01:25, 137.75it/s]
Average Loss = -27.765:  53%|█████▎    | 13244/25000 [01:37<01:25, 137.75it/s]
Average Loss = -27.765:  53%|█████▎    | 13244/25000 [01:37<01:25, 137.75it/s]
Average Loss = -27.765:  53%|█████▎    | 13258/25000 [01:37<01:25, 138.03it/s]
Average Loss = -28.343:  53%|█████▎    | 13258/25000 [01:37<01:25, 138.03it/s]
Average Loss = -28.343:  53%|█████▎    | 13258/25000 [01:37<01:25, 138.03it/s]
Average Loss = -28.297:  53%|█████▎    | 13258/25000 [01:37<01:25, 138.03it/s]
Average Loss = -28.297:  53%|█████▎    | 13258/25000 [01:37<01:25, 138.03it/s]
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Average Loss = -28.465:  53%|█████▎    | 13272/25000 [01:37<01:25, 137.46it/s]
Average Loss = -28.465:  53%|█████▎    | 13286/25000 [01:37<01:25, 137.61it/s]
Average Loss = -29.095:  53%|█████▎    | 13286/25000 [01:37<01:25, 137.61it/s]
Average Loss = -29.095:  53%|█████▎    | 13286/25000 [01:37<01:25, 137.61it/s]
Average Loss = -29.095:  53%|█████▎    | 13300/25000 [01:37<01:24, 137.90it/s]
Average Loss = -29.477:  53%|█████▎    | 13300/25000 [01:37<01:24, 137.90it/s]
Average Loss = -29.477:  53%|█████▎    | 13300/25000 [01:37<01:24, 137.90it/s]
Average Loss = -29.504:  53%|█████▎    | 13300/25000 [01:37<01:24, 137.90it/s]
Average Loss = -29.504:  53%|█████▎    | 13300/25000 [01:37<01:24, 137.90it/s]
Average Loss = -29.504:  53%|█████▎    | 13314/25000 [01:37<01:24, 137.62it/s]
Average Loss = -29.828:  53%|█████▎    | 13314/25000 [01:37<01:24, 137.62it/s]
Average Loss = -29.828:  53%|█████▎    | 13314/25000 [01:37<01:24, 137.62it/s]
Average Loss = -29.828:  53%|█████▎    | 13328/25000 [01:37<01:24, 137.99it/s]
Average Loss = -29.976:  53%|█████▎    | 13328/25000 [01:37<01:24, 137.99it/s]
Average Loss = -29.976:  53%|█████▎    | 13328/25000 [01:37<01:24, 137.99it/s]
Average Loss = -30.471:  53%|█████▎    | 13328/25000 [01:37<01:24, 137.99it/s]
Average Loss = -30.471:  53%|█████▎    | 13328/25000 [01:37<01:24, 137.99it/s]
Average Loss = -30.471:  53%|█████▎    | 13342/25000 [01:37<01:24, 137.58it/s]
Average Loss = -31.2:  53%|█████▎    | 13342/25000 [01:37<01:24, 137.58it/s]  
Average Loss = -31.2:  53%|█████▎    | 13342/25000 [01:37<01:24, 137.58it/s]
Average Loss = -31.2:  53%|█████▎    | 13356/25000 [01:37<01:24, 137.70it/s]
Average Loss = -31.391:  53%|█████▎    | 13356/25000 [01:37<01:24, 137.70it/s]
Average Loss = -31.391:  53%|█████▎    | 13356/25000 [01:37<01:24, 137.70it/s]
Average Loss = -31.391:  53%|█████▎    | 13370/25000 [01:38<01:24, 137.36it/s]
Average Loss = -31.654:  53%|█████▎    | 13370/25000 [01:38<01:24, 137.36it/s]
Average Loss = -31.654:  53%|█████▎    | 13370/25000 [01:38<01:24, 137.36it/s]
Average Loss = -31.412:  53%|█████▎    | 13370/25000 [01:38<01:24, 137.36it/s]
Average Loss = -31.412:  53%|█████▎    | 13370/25000 [01:38<01:24, 137.36it/s]
Average Loss = -31.412:  54%|█████▎    | 13384/25000 [01:38<01:24, 137.17it/s]
Average Loss = -32.18:  54%|█████▎    | 13384/25000 [01:38<01:24, 137.17it/s] 
Average Loss = -32.18:  54%|█████▎    | 13384/25000 [01:38<01:24, 137.17it/s]
Average Loss = -32.18:  54%|█████▎    | 13398/25000 [01:38<01:25, 136.34it/s]
Average Loss = -32.459:  54%|█████▎    | 13398/25000 [01:38<01:25, 136.34it/s]
Average Loss = -32.459:  54%|█████▎    | 13398/25000 [01:38<01:25, 136.34it/s]
Average Loss = -32.981:  54%|█████▎    | 13398/25000 [01:38<01:25, 136.34it/s]
Average Loss = -32.981:  54%|█████▎    | 13398/25000 [01:38<01:25, 136.34it/s]
Average Loss = -32.981:  54%|█████▎    | 13412/25000 [01:38<01:25, 135.49it/s]
Average Loss = -33.559:  54%|█████▎    | 13412/25000 [01:38<01:25, 135.49it/s]
Average Loss = -33.559:  54%|█████▎    | 13412/25000 [01:38<01:25, 135.49it/s]
Average Loss = -33.559:  54%|█████▎    | 13426/25000 [01:38<01:24, 136.18it/s]
Average Loss = -33.544:  54%|█████▎    | 13426/25000 [01:38<01:24, 136.18it/s]
Average Loss = -33.544:  54%|█████▎    | 13426/25000 [01:38<01:24, 136.18it/s]
Average Loss = -33.544:  54%|█████▍    | 13440/25000 [01:38<01:24, 136.71it/s]
Average Loss = -33.788:  54%|█████▍    | 13440/25000 [01:38<01:24, 136.71it/s]
Average Loss = -33.788:  54%|█████▍    | 13440/25000 [01:38<01:24, 136.71it/s]
Average Loss = -34.265:  54%|█████▍    | 13440/25000 [01:38<01:24, 136.71it/s]
Average Loss = -34.265:  54%|█████▍    | 13440/25000 [01:38<01:24, 136.71it/s]
Average Loss = -34.265:  54%|█████▍    | 13454/25000 [01:38<01:24, 136.88it/s]
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Average Loss = -34.543:  54%|█████▍    | 13468/25000 [01:38<01:24, 137.19it/s]
Average Loss = -34.88:  54%|█████▍    | 13468/25000 [01:38<01:24, 137.19it/s] 
Average Loss = -34.88:  54%|█████▍    | 13468/25000 [01:38<01:24, 137.19it/s]
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Average Loss = -35.546:  54%|█████▍    | 13496/25000 [01:39<01:23, 137.39it/s]
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Average Loss = -35.546:  54%|█████▍    | 13510/25000 [01:39<01:23, 137.36it/s]
Average Loss = -35.953:  54%|█████▍    | 13510/25000 [01:39<01:23, 137.36it/s]
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Average Loss = -36.635:  54%|█████▍    | 13510/25000 [01:39<01:23, 137.36it/s]
Average Loss = -36.635:  54%|█████▍    | 13524/25000 [01:39<01:23, 137.33it/s]
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Average Loss = -37.61:  54%|█████▍    | 13538/25000 [01:39<01:23, 137.34it/s]
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Average Loss = -38.094:  54%|█████▍    | 13566/25000 [01:39<01:23, 137.70it/s]
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Average Loss = -43.467:  55%|█████▍    | 13678/25000 [01:40<01:25, 132.07it/s]
Average Loss = -43.467:  55%|█████▍    | 13692/25000 [01:40<01:24, 133.61it/s]
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Average Loss = -44.79:  55%|█████▍    | 13720/25000 [01:40<01:23, 135.72it/s]
Average Loss = -44.79:  55%|█████▍    | 13734/25000 [01:40<01:22, 136.01it/s]
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Average Loss = -45.111:  55%|█████▍    | 13748/25000 [01:40<01:22, 136.59it/s]
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Average Loss = -45.471:  55%|█████▍    | 13748/25000 [01:40<01:22, 136.59it/s]
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Average Loss = -45.54:  55%|█████▍    | 13748/25000 [01:40<01:22, 136.59it/s]
Average Loss = -45.54:  55%|█████▌    | 13762/25000 [01:40<01:22, 136.68it/s]
Average Loss = -45.45:  55%|█████▌    | 13762/25000 [01:41<01:22, 136.68it/s]
Average Loss = -45.45:  55%|█████▌    | 13762/25000 [01:41<01:22, 136.68it/s]
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Average Loss = -45.822:  55%|█████▌    | 13776/25000 [01:41<01:21, 136.95it/s]
Average Loss = -45.822:  55%|█████▌    | 13776/25000 [01:41<01:21, 136.95it/s]
Average Loss = -45.822:  55%|█████▌    | 13790/25000 [01:41<01:21, 137.24it/s]
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Average Loss = -48.101:  55%|█████▌    | 13832/25000 [01:41<01:21, 137.02it/s]
Average Loss = -48.101:  55%|█████▌    | 13832/25000 [01:41<01:21, 137.02it/s]
Average Loss = -48.101:  55%|█████▌    | 13846/25000 [01:41<01:21, 137.48it/s]
Average Loss = -48.518:  55%|█████▌    | 13846/25000 [01:41<01:21, 137.48it/s]
Average Loss = -48.518:  55%|█████▌    | 13846/25000 [01:41<01:21, 137.48it/s]
Average Loss = -48.518:  55%|█████▌    | 13860/25000 [01:41<01:20, 137.62it/s]
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Average Loss = -49.704:  55%|█████▌    | 13860/25000 [01:41<01:20, 137.62it/s]
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Average Loss = -50.813:  56%|█████▌    | 13888/25000 [01:41<01:20, 137.67it/s]
Average Loss = -50.813:  56%|█████▌    | 13888/25000 [01:41<01:20, 137.67it/s]
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Average Loss = -51.405:  56%|█████▌    | 13888/25000 [01:41<01:20, 137.67it/s]
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Average Loss = -51.716:  56%|█████▌    | 13902/25000 [01:42<01:20, 137.48it/s]
Average Loss = -51.716:  56%|█████▌    | 13916/25000 [01:42<01:20, 137.45it/s]
Average Loss = -51.931:  56%|█████▌    | 13916/25000 [01:42<01:20, 137.45it/s]
Average Loss = -51.931:  56%|█████▌    | 13916/25000 [01:42<01:20, 137.45it/s]
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Average Loss = -52.277:  56%|█████▌    | 13930/25000 [01:42<01:20, 137.67it/s]
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Average Loss = -53.889:  56%|█████▌    | 14000/25000 [01:42<01:20, 137.49it/s]
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Average Loss = -54.36:  56%|█████▌    | 14000/25000 [01:42<01:20, 137.49it/s]
Average Loss = -54.36:  56%|█████▌    | 14014/25000 [01:42<01:19, 137.44it/s]
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Average Loss = -55.421:  56%|█████▌    | 14042/25000 [01:42<01:19, 137.36it/s]
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Average Loss = -55.739:  56%|█████▌    | 14042/25000 [01:43<01:19, 137.36it/s]
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Average Loss = -57.72:  56%|█████▋    | 14098/25000 [01:43<01:19, 137.43it/s]
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Average Loss = -65.52:  58%|█████▊    | 14378/25000 [01:45<01:17, 137.31it/s]
Average Loss = -65.52:  58%|█████▊    | 14392/25000 [01:45<01:17, 137.26it/s]
Average Loss = -65.959:  58%|█████▊    | 14392/25000 [01:45<01:17, 137.26it/s]
Average Loss = -65.959:  58%|█████▊    | 14392/25000 [01:45<01:17, 137.26it/s]
Average Loss = -65.959:  58%|█████▊    | 14406/25000 [01:45<01:17, 137.52it/s]
Average Loss = -66.627:  58%|█████▊    | 14406/25000 [01:45<01:17, 137.52it/s]
Average Loss = -66.627:  58%|█████▊    | 14406/25000 [01:45<01:17, 137.52it/s]
Average Loss = -66.627:  58%|█████▊    | 14420/25000 [01:45<01:16, 137.77it/s]
Average Loss = -66.764:  58%|█████▊    | 14420/25000 [01:45<01:16, 137.77it/s]
Average Loss = -66.764:  58%|█████▊    | 14420/25000 [01:45<01:16, 137.77it/s]
Average Loss = -67.133:  58%|█████▊    | 14420/25000 [01:45<01:16, 137.77it/s]
Average Loss = -67.133:  58%|█████▊    | 14420/25000 [01:45<01:16, 137.77it/s]
Average Loss = -67.133:  58%|█████▊    | 14434/25000 [01:45<01:16, 137.44it/s]
Average Loss = -67.26:  58%|█████▊    | 14434/25000 [01:45<01:16, 137.44it/s] 
Average Loss = -67.26:  58%|█████▊    | 14434/25000 [01:45<01:16, 137.44it/s]
Average Loss = -67.26:  58%|█████▊    | 14448/25000 [01:45<01:16, 137.48it/s]
Average Loss = -67.525:  58%|█████▊    | 14448/25000 [01:45<01:16, 137.48it/s]
Average Loss = -67.525:  58%|█████▊    | 14448/25000 [01:45<01:16, 137.48it/s]
Average Loss = -67.812:  58%|█████▊    | 14448/25000 [01:46<01:16, 137.48it/s]
Average Loss = -67.812:  58%|█████▊    | 14448/25000 [01:46<01:16, 137.48it/s]
Average Loss = -67.812:  58%|█████▊    | 14462/25000 [01:46<01:16, 137.07it/s]
Average Loss = -68.611:  58%|█████▊    | 14462/25000 [01:46<01:16, 137.07it/s]
Average Loss = -68.611:  58%|█████▊    | 14462/25000 [01:46<01:16, 137.07it/s]
Average Loss = -68.611:  58%|█████▊    | 14476/25000 [01:46<01:16, 137.20it/s]
Average Loss = -68.646:  58%|█████▊    | 14476/25000 [01:46<01:16, 137.20it/s]
Average Loss = -68.646:  58%|█████▊    | 14476/25000 [01:46<01:16, 137.20it/s]
Average Loss = -68.646:  58%|█████▊    | 14490/25000 [01:46<01:17, 136.43it/s]
Average Loss = -68.972:  58%|█████▊    | 14490/25000 [01:46<01:17, 136.43it/s]
Average Loss = -68.972:  58%|█████▊    | 14490/25000 [01:46<01:17, 136.43it/s]
Average Loss = -69.205:  58%|█████▊    | 14490/25000 [01:46<01:17, 136.43it/s]
Average Loss = -69.205:  58%|█████▊    | 14490/25000 [01:46<01:17, 136.43it/s]
Average Loss = -69.205:  58%|█████▊    | 14504/25000 [01:46<01:16, 136.46it/s]
Average Loss = -69.616:  58%|█████▊    | 14504/25000 [01:46<01:16, 136.46it/s]
Average Loss = -69.616:  58%|█████▊    | 14504/25000 [01:46<01:16, 136.46it/s]
Average Loss = -69.616:  58%|█████▊    | 14518/25000 [01:46<01:16, 136.90it/s]
Average Loss = -69.993:  58%|█████▊    | 14518/25000 [01:46<01:16, 136.90it/s]
Average Loss = -69.993:  58%|█████▊    | 14518/25000 [01:46<01:16, 136.90it/s]
Average Loss = -70.191:  58%|█████▊    | 14518/25000 [01:46<01:16, 136.90it/s]
Average Loss = -70.191:  58%|█████▊    | 14518/25000 [01:46<01:16, 136.90it/s]
Average Loss = -70.191:  58%|█████▊    | 14532/25000 [01:46<01:16, 136.81it/s]
Average Loss = -70.357:  58%|█████▊    | 14532/25000 [01:46<01:16, 136.81it/s]
Average Loss = -70.357:  58%|█████▊    | 14532/25000 [01:46<01:16, 136.81it/s]
Average Loss = -70.357:  58%|█████▊    | 14546/25000 [01:46<01:16, 137.12it/s]
Average Loss = -70.724:  58%|█████▊    | 14546/25000 [01:46<01:16, 137.12it/s]
Average Loss = -70.724:  58%|█████▊    | 14546/25000 [01:46<01:16, 137.12it/s]
Average Loss = -70.724:  58%|█████▊    | 14560/25000 [01:46<01:16, 137.33it/s]
Average Loss = -71.177:  58%|█████▊    | 14560/25000 [01:46<01:16, 137.33it/s]
Average Loss = -71.177:  58%|█████▊    | 14560/25000 [01:46<01:16, 137.33it/s]
Average Loss = -71.267:  58%|█████▊    | 14560/25000 [01:46<01:16, 137.33it/s]
Average Loss = -71.267:  58%|█████▊    | 14560/25000 [01:46<01:16, 137.33it/s]
Average Loss = -71.267:  58%|█████▊    | 14574/25000 [01:46<01:15, 137.39it/s]
Average Loss = -71.671:  58%|█████▊    | 14574/25000 [01:46<01:15, 137.39it/s]
Average Loss = -71.671:  58%|█████▊    | 14574/25000 [01:46<01:15, 137.39it/s]
Average Loss = -71.671:  58%|█████▊    | 14588/25000 [01:46<01:15, 137.68it/s]
Average Loss = -72.109:  58%|█████▊    | 14588/25000 [01:46<01:15, 137.68it/s]
Average Loss = -72.109:  58%|█████▊    | 14588/25000 [01:46<01:15, 137.68it/s]
Average Loss = -72.148:  58%|█████▊    | 14588/25000 [01:47<01:15, 137.68it/s]
Average Loss = -72.148:  58%|█████▊    | 14588/25000 [01:47<01:15, 137.68it/s]
Average Loss = -72.148:  58%|█████▊    | 14602/25000 [01:47<01:15, 137.29it/s]
Average Loss = -72.453:  58%|█████▊    | 14602/25000 [01:47<01:15, 137.29it/s]
Average Loss = -72.453:  58%|█████▊    | 14602/25000 [01:47<01:15, 137.29it/s]
Average Loss = -72.453:  58%|█████▊    | 14616/25000 [01:47<01:15, 137.52it/s]
Average Loss = -72.594:  58%|█████▊    | 14616/25000 [01:47<01:15, 137.52it/s]
Average Loss = -72.594:  58%|█████▊    | 14616/25000 [01:47<01:15, 137.52it/s]
Average Loss = -72.594:  59%|█████▊    | 14630/25000 [01:47<01:15, 137.48it/s]
Average Loss = -73.007:  59%|█████▊    | 14630/25000 [01:47<01:15, 137.48it/s]
Average Loss = -73.007:  59%|█████▊    | 14630/25000 [01:47<01:15, 137.48it/s]
Average Loss = -73.391:  59%|█████▊    | 14630/25000 [01:47<01:15, 137.48it/s]
Average Loss = -73.391:  59%|█████▊    | 14630/25000 [01:47<01:15, 137.48it/s]
Average Loss = -73.391:  59%|█████▊    | 14644/25000 [01:47<01:15, 137.28it/s]
Average Loss = -73.599:  59%|█████▊    | 14644/25000 [01:47<01:15, 137.28it/s]
Average Loss = -73.599:  59%|█████▊    | 14644/25000 [01:47<01:15, 137.28it/s]
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Average Loss = -73.907:  59%|█████▊    | 14658/25000 [01:47<01:15, 137.44it/s]
Average Loss = -73.907:  59%|█████▊    | 14658/25000 [01:47<01:15, 137.44it/s]
Average Loss = -73.925:  59%|█████▊    | 14658/25000 [01:47<01:15, 137.44it/s]
Average Loss = -73.925:  59%|█████▊    | 14658/25000 [01:47<01:15, 137.44it/s]
Average Loss = -73.925:  59%|█████▊    | 14672/25000 [01:47<01:15, 137.36it/s]
Average Loss = -73.899:  59%|█████▊    | 14672/25000 [01:47<01:15, 137.36it/s]
Average Loss = -73.899:  59%|█████▊    | 14672/25000 [01:47<01:15, 137.36it/s]
Average Loss = -73.899:  59%|█████▊    | 14686/25000 [01:47<01:15, 137.37it/s]
Average Loss = -74.34:  59%|█████▊    | 14686/25000 [01:47<01:15, 137.37it/s] 
Average Loss = -74.34:  59%|█████▊    | 14686/25000 [01:47<01:15, 137.37it/s]
Average Loss = -74.34:  59%|█████▉    | 14700/25000 [01:47<01:14, 137.42it/s]
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Average Loss = -74.672:  59%|█████▉    | 14700/25000 [01:47<01:14, 137.42it/s]
Average Loss = -74.887:  59%|█████▉    | 14700/25000 [01:47<01:14, 137.42it/s]
Average Loss = -74.887:  59%|█████▉    | 14700/25000 [01:47<01:14, 137.42it/s]
Average Loss = -74.887:  59%|█████▉    | 14714/25000 [01:47<01:14, 137.49it/s]
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Average Loss = -75.164:  59%|█████▉    | 14714/25000 [01:47<01:14, 137.49it/s]
Average Loss = -75.164:  59%|█████▉    | 14728/25000 [01:47<01:14, 137.66it/s]
Average Loss = -75.33:  59%|█████▉    | 14728/25000 [01:47<01:14, 137.66it/s] 
Average Loss = -75.33:  59%|█████▉    | 14728/25000 [01:47<01:14, 137.66it/s]
Average Loss = -75.378:  59%|█████▉    | 14728/25000 [01:48<01:14, 137.66it/s]
Average Loss = -75.378:  59%|█████▉    | 14728/25000 [01:48<01:14, 137.66it/s]
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Average Loss = -75.454:  59%|█████▉    | 14742/25000 [01:48<01:14, 137.42it/s]
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Average Loss = -75.454:  59%|█████▉    | 14756/25000 [01:48<01:14, 137.51it/s]
Average Loss = -75.853:  59%|█████▉    | 14756/25000 [01:48<01:14, 137.51it/s]
Average Loss = -75.853:  59%|█████▉    | 14756/25000 [01:48<01:14, 137.51it/s]
Average Loss = -75.853:  59%|█████▉    | 14770/25000 [01:48<01:14, 136.93it/s]
Average Loss = -75.951:  59%|█████▉    | 14770/25000 [01:48<01:14, 136.93it/s]
Average Loss = -75.951:  59%|█████▉    | 14770/25000 [01:48<01:14, 136.93it/s]
Average Loss = -76.193:  59%|█████▉    | 14770/25000 [01:48<01:14, 136.93it/s]
Average Loss = -76.193:  59%|█████▉    | 14770/25000 [01:48<01:14, 136.93it/s]
Average Loss = -76.193:  59%|█████▉    | 14784/25000 [01:48<01:14, 136.99it/s]
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Average Loss = -76.466:  59%|█████▉    | 14784/25000 [01:48<01:14, 136.99it/s]
Average Loss = -76.466:  59%|█████▉    | 14798/25000 [01:48<01:14, 137.16it/s]
Average Loss = -76.536:  59%|█████▉    | 14798/25000 [01:48<01:14, 137.16it/s]
Average Loss = -76.536:  59%|█████▉    | 14798/25000 [01:48<01:14, 137.16it/s]
Average Loss = -76.726:  59%|█████▉    | 14798/25000 [01:48<01:14, 137.16it/s]
Average Loss = -76.726:  59%|█████▉    | 14798/25000 [01:48<01:14, 137.16it/s]
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Average Loss = -76.646:  59%|█████▉    | 14812/25000 [01:48<01:14, 137.12it/s]
Average Loss = -76.646:  59%|█████▉    | 14826/25000 [01:48<01:13, 137.49it/s]
Average Loss = -76.811:  59%|█████▉    | 14826/25000 [01:48<01:13, 137.49it/s]
Average Loss = -76.811:  59%|█████▉    | 14826/25000 [01:48<01:13, 137.49it/s]
Average Loss = -76.811:  59%|█████▉    | 14840/25000 [01:48<01:13, 137.88it/s]
Average Loss = -77.032:  59%|█████▉    | 14840/25000 [01:48<01:13, 137.88it/s]
Average Loss = -77.032:  59%|█████▉    | 14840/25000 [01:48<01:13, 137.88it/s]
Average Loss = -77.014:  59%|█████▉    | 14840/25000 [01:48<01:13, 137.88it/s]
Average Loss = -77.014:  59%|█████▉    | 14840/25000 [01:48<01:13, 137.88it/s]
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Average Loss = -77.48:  59%|█████▉    | 14868/25000 [01:49<01:13, 137.62it/s]
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Average Loss = -78.378:  60%|█████▉    | 14924/25000 [01:49<01:13, 137.65it/s]
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Average Loss = -94.211:  63%|██████▎   | 15846/25000 [01:55<01:04, 141.99it/s]
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Average Loss = -94.497:  63%|██████▎   | 15846/25000 [01:55<01:04, 141.99it/s]
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Average Loss = -94.645:  63%|██████▎   | 15846/25000 [01:55<01:04, 141.99it/s]
Average Loss = -94.645:  63%|██████▎   | 15861/25000 [01:55<01:05, 140.54it/s]
Average Loss = -94.771:  63%|██████▎   | 15861/25000 [01:56<01:05, 140.54it/s]
Average Loss = -94.771:  63%|██████▎   | 15861/25000 [01:56<01:05, 140.54it/s]
Average Loss = -94.771:  64%|██████▎   | 15876/25000 [01:56<01:05, 138.90it/s]
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Average Loss = -95.081:  64%|██████▎   | 15876/25000 [01:56<01:05, 138.90it/s]
Average Loss = -95.081:  64%|██████▎   | 15876/25000 [01:56<01:05, 138.90it/s]
Average Loss = -95.081:  64%|██████▎   | 15891/25000 [01:56<01:05, 138.47it/s]
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Average Loss = -95.383:  64%|██████▎   | 15919/25000 [01:56<01:06, 137.06it/s]
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Average Loss = -95.739:  64%|██████▎   | 15919/25000 [01:56<01:06, 137.06it/s]
Average Loss = -95.739:  64%|██████▎   | 15919/25000 [01:56<01:06, 137.06it/s]
Average Loss = -95.739:  64%|██████▎   | 15933/25000 [01:56<01:06, 136.98it/s]
Average Loss = -95.839:  64%|██████▎   | 15933/25000 [01:56<01:06, 136.98it/s]
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Average Loss = -95.839:  64%|██████▍   | 15947/25000 [01:56<01:05, 137.19it/s]
Average Loss = -95.989:  64%|██████▍   | 15947/25000 [01:56<01:05, 137.19it/s]
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Average Loss = -96.44:  64%|██████▍   | 15989/25000 [01:57<01:05, 137.14it/s]
Average Loss = -96.44:  64%|██████▍   | 16003/25000 [01:57<01:05, 136.66it/s]
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Average Loss = -96.616:  64%|██████▍   | 16017/25000 [01:57<01:05, 136.36it/s]
Average Loss = -96.701:  64%|██████▍   | 16017/25000 [01:57<01:05, 136.36it/s]
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Average Loss = -96.87:  64%|██████▍   | 16017/25000 [01:57<01:05, 136.36it/s]
Average Loss = -96.87:  64%|██████▍   | 16031/25000 [01:57<01:05, 136.69it/s]
Average Loss = -96.917:  64%|██████▍   | 16031/25000 [01:57<01:05, 136.69it/s]
Average Loss = -96.917:  64%|██████▍   | 16031/25000 [01:57<01:05, 136.69it/s]
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Average Loss = -97.838:  65%|██████▍   | 16171/25000 [01:58<01:04, 136.69it/s]
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Average Loss = -98.57:  65%|██████▍   | 16227/25000 [01:58<01:03, 137.16it/s]
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Average Loss = -98.79:  65%|██████▌   | 16311/25000 [01:59<01:03, 137.05it/s]
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Average Loss = -100.36:  66%|██████▌   | 16549/25000 [02:01<01:01, 137.31it/s]
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Average Loss = -100.39:  66%|██████▌   | 16549/25000 [02:01<01:01, 137.31it/s]
Average Loss = -100.44:  66%|██████▌   | 16549/25000 [02:01<01:01, 137.31it/s]
Average Loss = -100.44:  66%|██████▌   | 16549/25000 [02:01<01:01, 137.31it/s]
Average Loss = -100.44:  66%|██████▋   | 16563/25000 [02:01<01:01, 136.48it/s]
Average Loss = -100.45:  66%|██████▋   | 16563/25000 [02:01<01:01, 136.48it/s]
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Average Loss = -100.45:  66%|██████▋   | 16577/25000 [02:01<01:01, 136.80it/s]
Average Loss = -100.53:  66%|██████▋   | 16577/25000 [02:01<01:01, 136.80it/s]
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Average Loss = -100.55:  66%|██████▋   | 16591/25000 [02:01<01:01, 137.06it/s]
Average Loss = -100.7:  66%|██████▋   | 16591/25000 [02:01<01:01, 137.06it/s] 
Average Loss = -100.7:  66%|██████▋   | 16591/25000 [02:01<01:01, 137.06it/s]
Average Loss = -100.7:  66%|██████▋   | 16605/25000 [02:01<01:01, 137.11it/s]
Average Loss = -100.83:  66%|██████▋   | 16605/25000 [02:01<01:01, 137.11it/s]
Average Loss = -100.83:  66%|██████▋   | 16605/25000 [02:01<01:01, 137.11it/s]
Average Loss = -100.83:  66%|██████▋   | 16619/25000 [02:01<01:01, 137.28it/s]
Average Loss = -100.86:  66%|██████▋   | 16619/25000 [02:01<01:01, 137.28it/s]
Average Loss = -100.86:  66%|██████▋   | 16619/25000 [02:01<01:01, 137.28it/s]
Average Loss = -100.93:  66%|██████▋   | 16619/25000 [02:01<01:01, 137.28it/s]
Average Loss = -100.93:  66%|██████▋   | 16619/25000 [02:01<01:01, 137.28it/s]
Average Loss = -100.93:  67%|██████▋   | 16633/25000 [02:01<01:01, 136.97it/s]
Average Loss = -101.14:  67%|██████▋   | 16633/25000 [02:01<01:01, 136.97it/s]
Average Loss = -101.14:  67%|██████▋   | 16633/25000 [02:01<01:01, 136.97it/s]
Average Loss = -101.14:  67%|██████▋   | 16647/25000 [02:01<01:00, 137.01it/s]
Average Loss = -101.28:  67%|██████▋   | 16647/25000 [02:01<01:00, 137.01it/s]
Average Loss = -101.28:  67%|██████▋   | 16647/25000 [02:01<01:00, 137.01it/s]
Average Loss = -101.29:  67%|██████▋   | 16647/25000 [02:01<01:00, 137.01it/s]
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Average Loss = -101.29:  67%|██████▋   | 16661/25000 [02:01<01:00, 137.17it/s]
Average Loss = -101.37:  67%|██████▋   | 16661/25000 [02:01<01:00, 137.17it/s]
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Average Loss = -101.43:  67%|██████▋   | 16689/25000 [02:02<01:00, 136.78it/s]
Average Loss = -101.61:  67%|██████▋   | 16689/25000 [02:02<01:00, 136.78it/s]
Average Loss = -101.61:  67%|██████▋   | 16689/25000 [02:02<01:00, 136.78it/s]
Average Loss = -101.66:  67%|██████▋   | 16689/25000 [02:02<01:00, 136.78it/s]
Average Loss = -101.66:  67%|██████▋   | 16689/25000 [02:02<01:00, 136.78it/s]
Average Loss = -101.66:  67%|██████▋   | 16703/25000 [02:02<01:00, 136.46it/s]
Average Loss = -101.78:  67%|██████▋   | 16703/25000 [02:02<01:00, 136.46it/s]
Average Loss = -101.78:  67%|██████▋   | 16703/25000 [02:02<01:00, 136.46it/s]
Average Loss = -101.78:  67%|██████▋   | 16717/25000 [02:02<01:02, 132.79it/s]
Average Loss = -101.94:  67%|██████▋   | 16717/25000 [02:02<01:02, 132.79it/s]
Average Loss = -101.94:  67%|██████▋   | 16717/25000 [02:02<01:02, 132.79it/s]
Average Loss = -102.16:  67%|██████▋   | 16717/25000 [02:02<01:02, 132.79it/s]
Average Loss = -102.16:  67%|██████▋   | 16717/25000 [02:02<01:02, 132.79it/s]
Average Loss = -102.16:  67%|██████▋   | 16731/25000 [02:02<01:01, 134.06it/s]
Average Loss = -102.2:  67%|██████▋   | 16731/25000 [02:02<01:01, 134.06it/s] 
Average Loss = -102.2:  67%|██████▋   | 16731/25000 [02:02<01:01, 134.06it/s]
Average Loss = -102.2:  67%|██████▋   | 16745/25000 [02:02<01:01, 135.05it/s]
Average Loss = -102.22:  67%|██████▋   | 16745/25000 [02:02<01:01, 135.05it/s]
Average Loss = -102.22:  67%|██████▋   | 16745/25000 [02:02<01:01, 135.05it/s]
Average Loss = -102.22:  67%|██████▋   | 16759/25000 [02:02<01:00, 135.76it/s]
Average Loss = -102.37:  67%|██████▋   | 16759/25000 [02:02<01:00, 135.76it/s]
Average Loss = -102.37:  67%|██████▋   | 16759/25000 [02:02<01:00, 135.76it/s]
Average Loss = -102.36:  67%|██████▋   | 16759/25000 [02:02<01:00, 135.76it/s]
Average Loss = -102.36:  67%|██████▋   | 16759/25000 [02:02<01:00, 135.76it/s]
Average Loss = -102.36:  67%|██████▋   | 16773/25000 [02:02<01:00, 136.14it/s]
Average Loss = -102.35:  67%|██████▋   | 16773/25000 [02:02<01:00, 136.14it/s]
Average Loss = -102.35:  67%|██████▋   | 16773/25000 [02:02<01:00, 136.14it/s]
Average Loss = -102.35:  67%|██████▋   | 16787/25000 [02:02<01:00, 136.55it/s]
Average Loss = -102.38:  67%|██████▋   | 16787/25000 [02:02<01:00, 136.55it/s]
Average Loss = -102.38:  67%|██████▋   | 16787/25000 [02:02<01:00, 136.55it/s]
Average Loss = -102.49:  67%|██████▋   | 16787/25000 [02:02<01:00, 136.55it/s]
Average Loss = -102.49:  67%|██████▋   | 16787/25000 [02:02<01:00, 136.55it/s]
Average Loss = -102.49:  67%|██████▋   | 16801/25000 [02:02<00:59, 136.72it/s]
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Average Loss = -102.55:  67%|██████▋   | 16801/25000 [02:02<00:59, 136.72it/s]
Average Loss = -102.55:  67%|██████▋   | 16815/25000 [02:02<00:59, 136.90it/s]
Average Loss = -102.7:  67%|██████▋   | 16815/25000 [02:03<00:59, 136.90it/s] 
Average Loss = -102.7:  67%|██████▋   | 16815/25000 [02:03<00:59, 136.90it/s]
Average Loss = -102.7:  67%|██████▋   | 16829/25000 [02:03<00:59, 136.56it/s]
Average Loss = -102.55:  67%|██████▋   | 16829/25000 [02:03<00:59, 136.56it/s]
Average Loss = -102.55:  67%|██████▋   | 16829/25000 [02:03<00:59, 136.56it/s]
Average Loss = -102.63:  67%|██████▋   | 16829/25000 [02:03<00:59, 136.56it/s]
Average Loss = -102.63:  67%|██████▋   | 16829/25000 [02:03<00:59, 136.56it/s]
Average Loss = -102.63:  67%|██████▋   | 16843/25000 [02:03<00:59, 136.57it/s]
Average Loss = -102.64:  67%|██████▋   | 16843/25000 [02:03<00:59, 136.57it/s]
Average Loss = -102.64:  67%|██████▋   | 16843/25000 [02:03<00:59, 136.57it/s]
Average Loss = -102.64:  67%|██████▋   | 16857/25000 [02:03<00:59, 136.97it/s]
Average Loss = -102.61:  67%|██████▋   | 16857/25000 [02:03<00:59, 136.97it/s]
Average Loss = -102.61:  67%|██████▋   | 16857/25000 [02:03<00:59, 136.97it/s]
Average Loss = -102.6:  67%|██████▋   | 16857/25000 [02:03<00:59, 136.97it/s] 
Average Loss = -102.6:  67%|██████▋   | 16857/25000 [02:03<00:59, 136.97it/s]
Average Loss = -102.6:  67%|██████▋   | 16871/25000 [02:03<00:59, 137.01it/s]
Average Loss = -102.7:  67%|██████▋   | 16871/25000 [02:03<00:59, 137.01it/s]
Average Loss = -102.7:  67%|██████▋   | 16871/25000 [02:03<00:59, 137.01it/s]
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Average Loss = -102.77:  68%|██████▊   | 16885/25000 [02:03<00:59, 137.03it/s]
Average Loss = -102.77:  68%|██████▊   | 16885/25000 [02:03<00:59, 137.03it/s]
Average Loss = -102.77:  68%|██████▊   | 16899/25000 [02:03<00:59, 137.25it/s]
Average Loss = -102.88:  68%|██████▊   | 16899/25000 [02:03<00:59, 137.25it/s]
Average Loss = -102.88:  68%|██████▊   | 16899/25000 [02:03<00:59, 137.25it/s]
Average Loss = -102.86:  68%|██████▊   | 16899/25000 [02:03<00:59, 137.25it/s]
Average Loss = -102.86:  68%|██████▊   | 16899/25000 [02:03<00:59, 137.25it/s]
Average Loss = -102.86:  68%|██████▊   | 16913/25000 [02:03<00:59, 136.88it/s]
Average Loss = -102.86:  68%|██████▊   | 16913/25000 [02:03<00:59, 136.88it/s]
Average Loss = -102.86:  68%|██████▊   | 16913/25000 [02:03<00:59, 136.88it/s]
Average Loss = -102.86:  68%|██████▊   | 16927/25000 [02:03<00:58, 137.03it/s]
Average Loss = -102.79:  68%|██████▊   | 16927/25000 [02:03<00:58, 137.03it/s]
Average Loss = -102.79:  68%|██████▊   | 16927/25000 [02:03<00:58, 137.03it/s]
Average Loss = -102.82:  68%|██████▊   | 16927/25000 [02:03<00:58, 137.03it/s]
Average Loss = -102.82:  68%|██████▊   | 16927/25000 [02:03<00:58, 137.03it/s]
Average Loss = -102.82:  68%|██████▊   | 16941/25000 [02:03<00:58, 137.25it/s]
Average Loss = -102.8:  68%|██████▊   | 16941/25000 [02:03<00:58, 137.25it/s] 
Average Loss = -102.8:  68%|██████▊   | 16941/25000 [02:03<00:58, 137.25it/s]
Average Loss = -102.8:  68%|██████▊   | 16955/25000 [02:03<00:58, 137.24it/s]
Average Loss = -102.93:  68%|██████▊   | 16955/25000 [02:04<00:58, 137.24it/s]
Average Loss = -102.93:  68%|██████▊   | 16955/25000 [02:04<00:58, 137.24it/s]
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Average Loss = -102.94:  68%|██████▊   | 16969/25000 [02:04<00:58, 136.76it/s]
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Average Loss = -103.05:  68%|██████▊   | 16969/25000 [02:04<00:58, 136.76it/s]
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Average Loss = -103.37:  68%|██████▊   | 16997/25000 [02:04<00:58, 136.34it/s]
Average Loss = -103.37:  68%|██████▊   | 16997/25000 [02:04<00:58, 136.34it/s]
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Average Loss = -103.41:  68%|██████▊   | 16997/25000 [02:04<00:58, 136.34it/s]
Average Loss = -103.41:  68%|██████▊   | 16997/25000 [02:04<00:58, 136.34it/s]
Average Loss = -103.41:  68%|██████▊   | 17011/25000 [02:04<00:58, 136.69it/s]
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Average Loss = -103.45:  68%|██████▊   | 17025/25000 [02:04<00:58, 136.85it/s]
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Average Loss = -103.65:  68%|██████▊   | 17039/25000 [02:04<00:58, 137.06it/s]
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Average Loss = -103.7:  68%|██████▊   | 17067/25000 [02:04<00:57, 137.24it/s] 
Average Loss = -103.7:  68%|██████▊   | 17067/25000 [02:04<00:57, 137.24it/s]
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Average Loss = -104.13:  69%|██████▊   | 17137/25000 [02:05<00:57, 137.10it/s]
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Average Loss = -104.24:  69%|██████▊   | 17137/25000 [02:05<00:57, 137.10it/s]
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Average Loss = -104.91:  69%|██████▉   | 17249/25000 [02:06<00:56, 136.65it/s]
Average Loss = -104.95:  69%|██████▉   | 17249/25000 [02:06<00:56, 136.65it/s]
Average Loss = -104.95:  69%|██████▉   | 17249/25000 [02:06<00:56, 136.65it/s]
Average Loss = -104.95:  69%|██████▉   | 17263/25000 [02:06<00:56, 135.82it/s]
Average Loss = -105.1:  69%|██████▉   | 17263/25000 [02:06<00:56, 135.82it/s] 
Average Loss = -105.1:  69%|██████▉   | 17263/25000 [02:06<00:56, 135.82it/s]
Average Loss = -105.1:  69%|██████▉   | 17277/25000 [02:06<00:56, 136.39it/s]
Average Loss = -105.31:  69%|██████▉   | 17277/25000 [02:06<00:56, 136.39it/s]
Average Loss = -105.31:  69%|██████▉   | 17277/25000 [02:06<00:56, 136.39it/s]
Average Loss = -105.45:  69%|██████▉   | 17277/25000 [02:06<00:56, 136.39it/s]
Average Loss = -105.45:  69%|██████▉   | 17277/25000 [02:06<00:56, 136.39it/s]
Average Loss = -105.45:  69%|██████▉   | 17291/25000 [02:06<00:56, 136.76it/s]
Average Loss = -105.46:  69%|██████▉   | 17291/25000 [02:06<00:56, 136.76it/s]
Average Loss = -105.46:  69%|██████▉   | 17291/25000 [02:06<00:56, 136.76it/s]
Average Loss = -105.46:  69%|██████▉   | 17305/25000 [02:06<00:56, 136.95it/s]
Average Loss = -105.51:  69%|██████▉   | 17305/25000 [02:06<00:56, 136.95it/s]
Average Loss = -105.51:  69%|██████▉   | 17305/25000 [02:06<00:56, 136.95it/s]
Average Loss = -105.51:  69%|██████▉   | 17319/25000 [02:06<00:56, 137.08it/s]
Average Loss = -105.69:  69%|██████▉   | 17319/25000 [02:06<00:56, 137.08it/s]
Average Loss = -105.69:  69%|██████▉   | 17319/25000 [02:06<00:56, 137.08it/s]
Average Loss = -105.66:  69%|██████▉   | 17319/25000 [02:06<00:56, 137.08it/s]
Average Loss = -105.66:  69%|██████▉   | 17319/25000 [02:06<00:56, 137.08it/s]
Average Loss = -105.66:  69%|██████▉   | 17333/25000 [02:06<00:55, 137.11it/s]
Average Loss = -105.64:  69%|██████▉   | 17333/25000 [02:06<00:55, 137.11it/s]
Average Loss = -105.64:  69%|██████▉   | 17333/25000 [02:06<00:55, 137.11it/s]
Average Loss = -105.64:  69%|██████▉   | 17347/25000 [02:06<00:55, 137.21it/s]
Average Loss = -105.69:  69%|██████▉   | 17347/25000 [02:06<00:55, 137.21it/s]
Average Loss = -105.69:  69%|██████▉   | 17347/25000 [02:06<00:55, 137.21it/s]
Average Loss = -105.72:  69%|██████▉   | 17347/25000 [02:06<00:55, 137.21it/s]
Average Loss = -105.72:  69%|██████▉   | 17347/25000 [02:06<00:55, 137.21it/s]
Average Loss = -105.72:  69%|██████▉   | 17361/25000 [02:06<00:55, 137.06it/s]
Average Loss = -105.81:  69%|██████▉   | 17361/25000 [02:07<00:55, 137.06it/s]
Average Loss = -105.81:  69%|██████▉   | 17361/25000 [02:07<00:55, 137.06it/s]
Average Loss = -105.81:  70%|██████▉   | 17375/25000 [02:07<00:55, 136.23it/s]
Average Loss = -105.81:  70%|██████▉   | 17375/25000 [02:07<00:55, 136.23it/s]
Average Loss = -105.81:  70%|██████▉   | 17375/25000 [02:07<00:55, 136.23it/s]
Average Loss = -105.81:  70%|██████▉   | 17389/25000 [02:07<00:55, 136.43it/s]
Average Loss = -105.85:  70%|██████▉   | 17389/25000 [02:07<00:55, 136.43it/s]
Average Loss = -105.85:  70%|██████▉   | 17389/25000 [02:07<00:55, 136.43it/s]
Average Loss = -106:  70%|██████▉   | 17389/25000 [02:07<00:55, 136.43it/s]   
Average Loss = -106:  70%|██████▉   | 17389/25000 [02:07<00:55, 136.43it/s]
Average Loss = -106:  70%|██████▉   | 17403/25000 [02:07<00:55, 136.57it/s]
Average Loss = -106:  70%|██████▉   | 17403/25000 [02:07<00:55, 136.57it/s]
Average Loss = -106:  70%|██████▉   | 17403/25000 [02:07<00:55, 136.57it/s]
Average Loss = -106:  70%|██████▉   | 17417/25000 [02:07<00:55, 136.93it/s]
Average Loss = -106.09:  70%|██████▉   | 17417/25000 [02:07<00:55, 136.93it/s]
Average Loss = -106.09:  70%|██████▉   | 17417/25000 [02:07<00:55, 136.93it/s]
Average Loss = -106.13:  70%|██████▉   | 17417/25000 [02:07<00:55, 136.93it/s]
Average Loss = -106.13:  70%|██████▉   | 17417/25000 [02:07<00:55, 136.93it/s]
Average Loss = -106.13:  70%|██████▉   | 17431/25000 [02:07<00:55, 137.06it/s]
Average Loss = -106.07:  70%|██████▉   | 17431/25000 [02:07<00:55, 137.06it/s]
Average Loss = -106.07:  70%|██████▉   | 17431/25000 [02:07<00:55, 137.06it/s]
Average Loss = -106.07:  70%|██████▉   | 17445/25000 [02:07<00:55, 137.10it/s]
Average Loss = -106.18:  70%|██████▉   | 17445/25000 [02:07<00:55, 137.10it/s]
Average Loss = -106.18:  70%|██████▉   | 17445/25000 [02:07<00:55, 137.10it/s]
Average Loss = -106.18:  70%|██████▉   | 17459/25000 [02:07<00:54, 137.31it/s]
Average Loss = -106.14:  70%|██████▉   | 17459/25000 [02:07<00:54, 137.31it/s]
Average Loss = -106.14:  70%|██████▉   | 17459/25000 [02:07<00:54, 137.31it/s]
Average Loss = -106.14:  70%|██████▉   | 17459/25000 [02:07<00:54, 137.31it/s]
Average Loss = -106.14:  70%|██████▉   | 17459/25000 [02:07<00:54, 137.31it/s]
Average Loss = -106.14:  70%|██████▉   | 17473/25000 [02:07<00:54, 137.19it/s]
Average Loss = -106.2:  70%|██████▉   | 17473/25000 [02:07<00:54, 137.19it/s] 
Average Loss = -106.2:  70%|██████▉   | 17473/25000 [02:07<00:54, 137.19it/s]
Average Loss = -106.2:  70%|██████▉   | 17487/25000 [02:07<00:54, 137.37it/s]
Average Loss = -106.21:  70%|██████▉   | 17487/25000 [02:07<00:54, 137.37it/s]
Average Loss = -106.21:  70%|██████▉   | 17487/25000 [02:07<00:54, 137.37it/s]
Average Loss = -106.33:  70%|██████▉   | 17487/25000 [02:07<00:54, 137.37it/s]
Average Loss = -106.33:  70%|██████▉   | 17487/25000 [02:07<00:54, 137.37it/s]
Average Loss = -106.33:  70%|███████   | 17501/25000 [02:07<00:54, 137.28it/s]
Average Loss = -106.42:  70%|███████   | 17501/25000 [02:08<00:54, 137.28it/s]
Average Loss = -106.42:  70%|███████   | 17501/25000 [02:08<00:54, 137.28it/s]
Average Loss = -106.42:  70%|███████   | 17515/25000 [02:08<00:54, 136.58it/s]
Average Loss = -106.48:  70%|███████   | 17515/25000 [02:08<00:54, 136.58it/s]
Average Loss = -106.48:  70%|███████   | 17515/25000 [02:08<00:54, 136.58it/s]
Average Loss = -106.48:  70%|███████   | 17529/25000 [02:08<00:54, 136.91it/s]
Average Loss = -106.58:  70%|███████   | 17529/25000 [02:08<00:54, 136.91it/s]
Average Loss = -106.58:  70%|███████   | 17529/25000 [02:08<00:54, 136.91it/s]
Average Loss = -106.59:  70%|███████   | 17529/25000 [02:08<00:54, 136.91it/s]
Average Loss = -106.59:  70%|███████   | 17529/25000 [02:08<00:54, 136.91it/s]
Average Loss = -106.59:  70%|███████   | 17543/25000 [02:08<00:54, 136.89it/s]
Average Loss = -106.56:  70%|███████   | 17543/25000 [02:08<00:54, 136.89it/s]
Average Loss = -106.56:  70%|███████   | 17543/25000 [02:08<00:54, 136.89it/s]
Average Loss = -106.56:  70%|███████   | 17557/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.74:  70%|███████   | 17557/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.74:  70%|███████   | 17557/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.78:  70%|███████   | 17557/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.78:  70%|███████   | 17557/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.78:  70%|███████   | 17571/25000 [02:08<00:54, 136.97it/s]
Average Loss = -106.84:  70%|███████   | 17571/25000 [02:08<00:54, 136.97it/s]
Average Loss = -106.84:  70%|███████   | 17571/25000 [02:08<00:54, 136.97it/s]
Average Loss = -106.84:  70%|███████   | 17585/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.91:  70%|███████   | 17585/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.91:  70%|███████   | 17585/25000 [02:08<00:54, 137.09it/s]
Average Loss = -106.91:  70%|███████   | 17599/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.03:  70%|███████   | 17599/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.03:  70%|███████   | 17599/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.05:  70%|███████   | 17599/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.05:  70%|███████   | 17599/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.05:  70%|███████   | 17613/25000 [02:08<00:53, 137.19it/s]
Average Loss = -107.11:  70%|███████   | 17613/25000 [02:08<00:53, 137.19it/s]
Average Loss = -107.11:  70%|███████   | 17613/25000 [02:08<00:53, 137.19it/s]
Average Loss = -107.11:  71%|███████   | 17627/25000 [02:08<00:53, 137.27it/s]
Average Loss = -107.1:  71%|███████   | 17627/25000 [02:08<00:53, 137.27it/s] 
Average Loss = -107.1:  71%|███████   | 17627/25000 [02:08<00:53, 137.27it/s]
Average Loss = -107.11:  71%|███████   | 17627/25000 [02:08<00:53, 137.27it/s]
Average Loss = -107.11:  71%|███████   | 17627/25000 [02:08<00:53, 137.27it/s]
Average Loss = -107.11:  71%|███████   | 17641/25000 [02:08<00:53, 137.20it/s]
Average Loss = -107.16:  71%|███████   | 17641/25000 [02:09<00:53, 137.20it/s]
Average Loss = -107.16:  71%|███████   | 17641/25000 [02:09<00:53, 137.20it/s]
Average Loss = -107.16:  71%|███████   | 17655/25000 [02:09<00:54, 134.15it/s]
Average Loss = -107.28:  71%|███████   | 17655/25000 [02:09<00:54, 134.15it/s]
Average Loss = -107.28:  71%|███████   | 17655/25000 [02:09<00:54, 134.15it/s]
Average Loss = -107.28:  71%|███████   | 17669/25000 [02:09<00:54, 135.10it/s]
Average Loss = -107.37:  71%|███████   | 17669/25000 [02:09<00:54, 135.10it/s]
Average Loss = -107.37:  71%|███████   | 17669/25000 [02:09<00:54, 135.10it/s]
Average Loss = -107.46:  71%|███████   | 17669/25000 [02:09<00:54, 135.10it/s]
Average Loss = -107.46:  71%|███████   | 17669/25000 [02:09<00:54, 135.10it/s]
Average Loss = -107.46:  71%|███████   | 17683/25000 [02:09<00:54, 135.42it/s]
Average Loss = -107.4:  71%|███████   | 17683/25000 [02:09<00:54, 135.42it/s] 
Average Loss = -107.4:  71%|███████   | 17683/25000 [02:09<00:54, 135.42it/s]
Average Loss = -107.4:  71%|███████   | 17697/25000 [02:09<00:53, 136.06it/s]
Average Loss = -107.47:  71%|███████   | 17697/25000 [02:09<00:53, 136.06it/s]
Average Loss = -107.47:  71%|███████   | 17697/25000 [02:09<00:53, 136.06it/s]
Average Loss = -107.44:  71%|███████   | 17697/25000 [02:09<00:53, 136.06it/s]
Average Loss = -107.44:  71%|███████   | 17697/25000 [02:09<00:53, 136.06it/s]
Average Loss = -107.44:  71%|███████   | 17711/25000 [02:09<00:53, 136.43it/s]
Average Loss = -107.46:  71%|███████   | 17711/25000 [02:09<00:53, 136.43it/s]
Average Loss = -107.46:  71%|███████   | 17711/25000 [02:09<00:53, 136.43it/s]
Average Loss = -107.46:  71%|███████   | 17725/25000 [02:09<00:53, 136.69it/s]
Average Loss = -107.46:  71%|███████   | 17725/25000 [02:09<00:53, 136.69it/s]
Average Loss = -107.46:  71%|███████   | 17725/25000 [02:09<00:53, 136.69it/s]
Average Loss = -107.46:  71%|███████   | 17739/25000 [02:09<00:53, 136.96it/s]
Average Loss = -107.49:  71%|███████   | 17739/25000 [02:09<00:53, 136.96it/s]
Average Loss = -107.49:  71%|███████   | 17739/25000 [02:09<00:53, 136.96it/s]
Average Loss = -107.48:  71%|███████   | 17739/25000 [02:09<00:53, 136.96it/s]
Average Loss = -107.48:  71%|███████   | 17739/25000 [02:09<00:53, 136.96it/s]
Average Loss = -107.48:  71%|███████   | 17753/25000 [02:09<00:52, 136.91it/s]
Average Loss = -107.5:  71%|███████   | 17753/25000 [02:09<00:52, 136.91it/s] 
Average Loss = -107.5:  71%|███████   | 17753/25000 [02:09<00:52, 136.91it/s]
Average Loss = -107.5:  71%|███████   | 17767/25000 [02:09<00:52, 137.20it/s]
Average Loss = -107.54:  71%|███████   | 17767/25000 [02:09<00:52, 137.20it/s]
Average Loss = -107.54:  71%|███████   | 17767/25000 [02:09<00:52, 137.20it/s]
Average Loss = -107.67:  71%|███████   | 17767/25000 [02:10<00:52, 137.20it/s]
Average Loss = -107.67:  71%|███████   | 17767/25000 [02:10<00:52, 137.20it/s]
Average Loss = -107.67:  71%|███████   | 17781/25000 [02:10<00:52, 136.98it/s]
Average Loss = -107.73:  71%|███████   | 17781/25000 [02:10<00:52, 136.98it/s]
Average Loss = -107.73:  71%|███████   | 17781/25000 [02:10<00:52, 136.98it/s]
Average Loss = -107.73:  71%|███████   | 17795/25000 [02:10<00:52, 136.44it/s]
Average Loss = -107.76:  71%|███████   | 17795/25000 [02:10<00:52, 136.44it/s]
Average Loss = -107.76:  71%|███████   | 17795/25000 [02:10<00:52, 136.44it/s]
Average Loss = -107.76:  71%|███████   | 17809/25000 [02:10<00:52, 136.40it/s]
Average Loss = -107.81:  71%|███████   | 17809/25000 [02:10<00:52, 136.40it/s]
Average Loss = -107.81:  71%|███████   | 17809/25000 [02:10<00:52, 136.40it/s]
Average Loss = -107.72:  71%|███████   | 17809/25000 [02:10<00:52, 136.40it/s]
Average Loss = -107.72:  71%|███████   | 17809/25000 [02:10<00:52, 136.40it/s]
Average Loss = -107.72:  71%|███████▏  | 17823/25000 [02:10<00:52, 136.54it/s]
Average Loss = -107.83:  71%|███████▏  | 17823/25000 [02:10<00:52, 136.54it/s]
Average Loss = -107.83:  71%|███████▏  | 17823/25000 [02:10<00:52, 136.54it/s]
Average Loss = -107.83:  71%|███████▏  | 17837/25000 [02:10<00:52, 136.96it/s]
Average Loss = -107.79:  71%|███████▏  | 17837/25000 [02:10<00:52, 136.96it/s]
Average Loss = -107.79:  71%|███████▏  | 17837/25000 [02:10<00:52, 136.96it/s]
Average Loss = -107.83:  71%|███████▏  | 17837/25000 [02:10<00:52, 136.96it/s]
Average Loss = -107.83:  71%|███████▏  | 17837/25000 [02:10<00:52, 136.96it/s]
Average Loss = -107.83:  71%|███████▏  | 17851/25000 [02:10<00:52, 137.01it/s]
Average Loss = -107.88:  71%|███████▏  | 17851/25000 [02:10<00:52, 137.01it/s]
Average Loss = -107.88:  71%|███████▏  | 17851/25000 [02:10<00:52, 137.01it/s]
Average Loss = -107.88:  71%|███████▏  | 17865/25000 [02:10<00:52, 137.14it/s]
Average Loss = -108.02:  71%|███████▏  | 17865/25000 [02:10<00:52, 137.14it/s]
Average Loss = -108.02:  71%|███████▏  | 17865/25000 [02:10<00:52, 137.14it/s]
Average Loss = -108.02:  72%|███████▏  | 17879/25000 [02:10<00:51, 137.36it/s]
Average Loss = -108.04:  72%|███████▏  | 17879/25000 [02:10<00:51, 137.36it/s]
Average Loss = -108.04:  72%|███████▏  | 17879/25000 [02:10<00:51, 137.36it/s]
Average Loss = -108.07:  72%|███████▏  | 17879/25000 [02:10<00:51, 137.36it/s]
Average Loss = -108.07:  72%|███████▏  | 17879/25000 [02:10<00:51, 137.36it/s]
Average Loss = -108.07:  72%|███████▏  | 17893/25000 [02:10<00:51, 137.13it/s]
Average Loss = -108.11:  72%|███████▏  | 17893/25000 [02:10<00:51, 137.13it/s]
Average Loss = -108.11:  72%|███████▏  | 17893/25000 [02:10<00:51, 137.13it/s]
Average Loss = -108.11:  72%|███████▏  | 17907/25000 [02:10<00:51, 137.29it/s]
Average Loss = -108.17:  72%|███████▏  | 17907/25000 [02:10<00:51, 137.29it/s]
Average Loss = -108.17:  72%|███████▏  | 17907/25000 [02:10<00:51, 137.29it/s]
Average Loss = -108.23:  72%|███████▏  | 17907/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.23:  72%|███████▏  | 17907/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.23:  72%|███████▏  | 17921/25000 [02:11<00:51, 136.95it/s]
Average Loss = -108.38:  72%|███████▏  | 17921/25000 [02:11<00:51, 136.95it/s]
Average Loss = -108.38:  72%|███████▏  | 17921/25000 [02:11<00:51, 136.95it/s]
Average Loss = -108.38:  72%|███████▏  | 17935/25000 [02:11<00:51, 136.75it/s]
Average Loss = -108.38:  72%|███████▏  | 17935/25000 [02:11<00:51, 136.75it/s]
Average Loss = -108.38:  72%|███████▏  | 17935/25000 [02:11<00:51, 136.75it/s]
Average Loss = -108.38:  72%|███████▏  | 17949/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.39:  72%|███████▏  | 17949/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.39:  72%|███████▏  | 17949/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.38:  72%|███████▏  | 17949/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.38:  72%|███████▏  | 17949/25000 [02:11<00:51, 137.29it/s]
Average Loss = -108.38:  72%|███████▏  | 17963/25000 [02:11<00:51, 136.86it/s]
Average Loss = -108.4:  72%|███████▏  | 17963/25000 [02:11<00:51, 136.86it/s] 
Average Loss = -108.4:  72%|███████▏  | 17963/25000 [02:11<00:51, 136.86it/s]
Average Loss = -108.4:  72%|███████▏  | 17977/25000 [02:11<00:51, 137.06it/s]
Average Loss = -108.36:  72%|███████▏  | 17977/25000 [02:11<00:51, 137.06it/s]
Average Loss = -108.36:  72%|███████▏  | 17977/25000 [02:11<00:51, 137.06it/s]
Average Loss = -108.4:  72%|███████▏  | 17977/25000 [02:11<00:51, 137.06it/s] 
Average Loss = -108.4:  72%|███████▏  | 17977/25000 [02:11<00:51, 137.06it/s]
Average Loss = -108.4:  72%|███████▏  | 17991/25000 [02:11<00:51, 135.66it/s]
Average Loss = -108.46:  72%|███████▏  | 17991/25000 [02:11<00:51, 135.66it/s]
Average Loss = -108.46:  72%|███████▏  | 17991/25000 [02:11<00:51, 135.66it/s]
Average Loss = -108.46:  72%|███████▏  | 18005/25000 [02:11<00:51, 136.15it/s]
Average Loss = -108.48:  72%|███████▏  | 18005/25000 [02:11<00:51, 136.15it/s]
Average Loss = -108.48:  72%|███████▏  | 18005/25000 [02:11<00:51, 136.15it/s]
Average Loss = -108.48:  72%|███████▏  | 18019/25000 [02:11<00:51, 136.83it/s]
Average Loss = -108.53:  72%|███████▏  | 18019/25000 [02:11<00:51, 136.83it/s]
Average Loss = -108.53:  72%|███████▏  | 18019/25000 [02:11<00:51, 136.83it/s]
Average Loss = -108.45:  72%|███████▏  | 18019/25000 [02:11<00:51, 136.83it/s]
Average Loss = -108.45:  72%|███████▏  | 18019/25000 [02:11<00:51, 136.83it/s]
Average Loss = -108.45:  72%|███████▏  | 18033/25000 [02:11<00:50, 136.91it/s]
Average Loss = -108.54:  72%|███████▏  | 18033/25000 [02:11<00:50, 136.91it/s]
Average Loss = -108.54:  72%|███████▏  | 18033/25000 [02:11<00:50, 136.91it/s]
Average Loss = -108.54:  72%|███████▏  | 18047/25000 [02:11<00:50, 137.01it/s]
Average Loss = -108.62:  72%|███████▏  | 18047/25000 [02:11<00:50, 137.01it/s]
Average Loss = -108.62:  72%|███████▏  | 18047/25000 [02:11<00:50, 137.01it/s]
Average Loss = -108.71:  72%|███████▏  | 18047/25000 [02:12<00:50, 137.01it/s]
Average Loss = -108.71:  72%|███████▏  | 18047/25000 [02:12<00:50, 137.01it/s]
Average Loss = -108.71:  72%|███████▏  | 18061/25000 [02:12<00:50, 136.37it/s]
Average Loss = -108.74:  72%|███████▏  | 18061/25000 [02:12<00:50, 136.37it/s]
Average Loss = -108.74:  72%|███████▏  | 18061/25000 [02:12<00:50, 136.37it/s]
Average Loss = -108.74:  72%|███████▏  | 18075/25000 [02:12<00:50, 136.58it/s]
Average Loss = -108.86:  72%|███████▏  | 18075/25000 [02:12<00:50, 136.58it/s]
Average Loss = -108.86:  72%|███████▏  | 18075/25000 [02:12<00:50, 136.58it/s]
Average Loss = -108.86:  72%|███████▏  | 18089/25000 [02:12<00:50, 135.87it/s]
Average Loss = -109:  72%|███████▏  | 18089/25000 [02:12<00:50, 135.87it/s]   
Average Loss = -109:  72%|███████▏  | 18089/25000 [02:12<00:50, 135.87it/s]
Average Loss = -109.03:  72%|███████▏  | 18089/25000 [02:12<00:50, 135.87it/s]
Average Loss = -109.03:  72%|███████▏  | 18089/25000 [02:12<00:50, 135.87it/s]
Average Loss = -109.03:  72%|███████▏  | 18103/25000 [02:12<00:50, 136.20it/s]
Average Loss = -108.99:  72%|███████▏  | 18103/25000 [02:12<00:50, 136.20it/s]
Average Loss = -108.99:  72%|███████▏  | 18103/25000 [02:12<00:50, 136.20it/s]
Average Loss = -108.99:  72%|███████▏  | 18117/25000 [02:12<00:50, 136.58it/s]
Average Loss = -108.98:  72%|███████▏  | 18117/25000 [02:12<00:50, 136.58it/s]
Average Loss = -108.98:  72%|███████▏  | 18117/25000 [02:12<00:50, 136.58it/s]
Average Loss = -109.03:  72%|███████▏  | 18117/25000 [02:12<00:50, 136.58it/s]
Average Loss = -109.03:  72%|███████▏  | 18117/25000 [02:12<00:50, 136.58it/s]
Average Loss = -109.03:  73%|███████▎  | 18131/25000 [02:12<00:50, 136.83it/s]
Average Loss = -109.17:  73%|███████▎  | 18131/25000 [02:12<00:50, 136.83it/s]
Average Loss = -109.17:  73%|███████▎  | 18131/25000 [02:12<00:50, 136.83it/s]
Average Loss = -109.17:  73%|███████▎  | 18145/25000 [02:12<00:49, 137.19it/s]
Average Loss = -109.21:  73%|███████▎  | 18145/25000 [02:12<00:49, 137.19it/s]
Average Loss = -109.21:  73%|███████▎  | 18145/25000 [02:12<00:49, 137.19it/s]
Average Loss = -109.21:  73%|███████▎  | 18159/25000 [02:12<00:49, 137.36it/s]
Average Loss = -109.17:  73%|███████▎  | 18159/25000 [02:12<00:49, 137.36it/s]
Average Loss = -109.17:  73%|███████▎  | 18159/25000 [02:12<00:49, 137.36it/s]
Average Loss = -109.13:  73%|███████▎  | 18159/25000 [02:12<00:49, 137.36it/s]
Average Loss = -109.13:  73%|███████▎  | 18159/25000 [02:12<00:49, 137.36it/s]
Average Loss = -109.13:  73%|███████▎  | 18173/25000 [02:12<00:49, 136.93it/s]
Average Loss = -109.17:  73%|███████▎  | 18173/25000 [02:12<00:49, 136.93it/s]
Average Loss = -109.17:  73%|███████▎  | 18173/25000 [02:12<00:49, 136.93it/s]
Average Loss = -109.17:  73%|███████▎  | 18187/25000 [02:12<00:49, 137.22it/s]
Average Loss = -109.17:  73%|███████▎  | 18187/25000 [02:13<00:49, 137.22it/s]
Average Loss = -109.17:  73%|███████▎  | 18187/25000 [02:13<00:49, 137.22it/s]
Average Loss = -109.18:  73%|███████▎  | 18187/25000 [02:13<00:49, 137.22it/s]
Average Loss = -109.18:  73%|███████▎  | 18187/25000 [02:13<00:49, 137.22it/s]
Average Loss = -109.18:  73%|███████▎  | 18201/25000 [02:13<00:49, 136.52it/s]
Average Loss = -109.18:  73%|███████▎  | 18201/25000 [02:13<00:49, 136.52it/s]
Average Loss = -109.18:  73%|███████▎  | 18201/25000 [02:13<00:49, 136.52it/s]
Average Loss = -109.18:  73%|███████▎  | 18215/25000 [02:13<00:49, 136.73it/s]
Average Loss = -109.25:  73%|███████▎  | 18215/25000 [02:13<00:49, 136.73it/s]
Average Loss = -109.25:  73%|███████▎  | 18215/25000 [02:13<00:49, 136.73it/s]
Average Loss = -109.25:  73%|███████▎  | 18229/25000 [02:13<00:49, 137.06it/s]
Average Loss = -109.29:  73%|███████▎  | 18229/25000 [02:13<00:49, 137.06it/s]
Average Loss = -109.29:  73%|███████▎  | 18229/25000 [02:13<00:49, 137.06it/s]
Average Loss = -109.31:  73%|███████▎  | 18229/25000 [02:13<00:49, 137.06it/s]
Average Loss = -109.31:  73%|███████▎  | 18229/25000 [02:13<00:49, 137.06it/s]
Average Loss = -109.31:  73%|███████▎  | 18243/25000 [02:13<00:49, 137.02it/s]
Average Loss = -109.35:  73%|███████▎  | 18243/25000 [02:13<00:49, 137.02it/s]
Average Loss = -109.35:  73%|███████▎  | 18243/25000 [02:13<00:49, 137.02it/s]
Average Loss = -109.35:  73%|███████▎  | 18257/25000 [02:13<00:49, 137.27it/s]
Average Loss = -109.34:  73%|███████▎  | 18257/25000 [02:13<00:49, 137.27it/s]
Average Loss = -109.34:  73%|███████▎  | 18257/25000 [02:13<00:49, 137.27it/s]
Average Loss = -109.34:  73%|███████▎  | 18257/25000 [02:13<00:49, 137.27it/s]
Average Loss = -109.34:  73%|███████▎  | 18257/25000 [02:13<00:49, 137.27it/s]
Average Loss = -109.34:  73%|███████▎  | 18271/25000 [02:13<00:49, 137.29it/s]
Average Loss = -109.35:  73%|███████▎  | 18271/25000 [02:13<00:49, 137.29it/s]
Average Loss = -109.35:  73%|███████▎  | 18271/25000 [02:13<00:49, 137.29it/s]
Average Loss = -109.35:  73%|███████▎  | 18285/25000 [02:13<00:48, 137.18it/s]
Average Loss = -109.32:  73%|███████▎  | 18285/25000 [02:13<00:48, 137.18it/s]
Average Loss = -109.32:  73%|███████▎  | 18285/25000 [02:13<00:48, 137.18it/s]
Average Loss = -109.32:  73%|███████▎  | 18299/25000 [02:13<00:48, 137.44it/s]
Average Loss = -109.43:  73%|███████▎  | 18299/25000 [02:13<00:48, 137.44it/s]
Average Loss = -109.43:  73%|███████▎  | 18299/25000 [02:13<00:48, 137.44it/s]
Average Loss = -109.45:  73%|███████▎  | 18299/25000 [02:13<00:48, 137.44it/s]
Average Loss = -109.45:  73%|███████▎  | 18299/25000 [02:13<00:48, 137.44it/s]
Average Loss = -109.45:  73%|███████▎  | 18313/25000 [02:13<00:48, 137.15it/s]
Average Loss = -109.47:  73%|███████▎  | 18313/25000 [02:13<00:48, 137.15it/s]
Average Loss = -109.47:  73%|███████▎  | 18313/25000 [02:13<00:48, 137.15it/s]
Average Loss = -109.47:  73%|███████▎  | 18327/25000 [02:14<00:48, 137.44it/s]
Average Loss = -109.53:  73%|███████▎  | 18327/25000 [02:14<00:48, 137.44it/s]
Average Loss = -109.53:  73%|███████▎  | 18327/25000 [02:14<00:48, 137.44it/s]
Average Loss = -109.57:  73%|███████▎  | 18327/25000 [02:14<00:48, 137.44it/s]
Average Loss = -109.57:  73%|███████▎  | 18327/25000 [02:14<00:48, 137.44it/s]
Average Loss = -109.57:  73%|███████▎  | 18341/25000 [02:14<00:48, 136.44it/s]
Average Loss = -109.59:  73%|███████▎  | 18341/25000 [02:14<00:48, 136.44it/s]
Average Loss = -109.59:  73%|███████▎  | 18341/25000 [02:14<00:48, 136.44it/s]
Average Loss = -109.59:  73%|███████▎  | 18355/25000 [02:14<00:48, 136.15it/s]
Average Loss = -109.68:  73%|███████▎  | 18355/25000 [02:14<00:48, 136.15it/s]
Average Loss = -109.68:  73%|███████▎  | 18355/25000 [02:14<00:48, 136.15it/s]
Average Loss = -109.68:  73%|███████▎  | 18369/25000 [02:14<00:48, 136.52it/s]
Average Loss = -109.67:  73%|███████▎  | 18369/25000 [02:14<00:48, 136.52it/s]
Average Loss = -109.67:  73%|███████▎  | 18369/25000 [02:14<00:48, 136.52it/s]
Average Loss = -109.67:  73%|███████▎  | 18369/25000 [02:14<00:48, 136.52it/s]
Average Loss = -109.67:  73%|███████▎  | 18369/25000 [02:14<00:48, 136.52it/s]
Average Loss = -109.67:  74%|███████▎  | 18383/25000 [02:14<00:48, 136.57it/s]
Average Loss = -109.67:  74%|███████▎  | 18383/25000 [02:14<00:48, 136.57it/s]
Average Loss = -109.67:  74%|███████▎  | 18383/25000 [02:14<00:48, 136.57it/s]
Average Loss = -109.67:  74%|███████▎  | 18397/25000 [02:14<00:48, 136.91it/s]
Average Loss = -109.65:  74%|███████▎  | 18397/25000 [02:14<00:48, 136.91it/s]
Average Loss = -109.65:  74%|███████▎  | 18397/25000 [02:14<00:48, 136.91it/s]
Average Loss = -109.73:  74%|███████▎  | 18397/25000 [02:14<00:48, 136.91it/s]
Average Loss = -109.73:  74%|███████▎  | 18397/25000 [02:14<00:48, 136.91it/s]
Average Loss = -109.73:  74%|███████▎  | 18411/25000 [02:14<00:48, 137.02it/s]
Average Loss = -109.76:  74%|███████▎  | 18411/25000 [02:14<00:48, 137.02it/s]
Average Loss = -109.76:  74%|███████▎  | 18411/25000 [02:14<00:48, 137.02it/s]
Average Loss = -109.76:  74%|███████▎  | 18425/25000 [02:14<00:47, 137.35it/s]
Average Loss = -109.76:  74%|███████▎  | 18425/25000 [02:14<00:47, 137.35it/s]
Average Loss = -109.76:  74%|███████▎  | 18425/25000 [02:14<00:47, 137.35it/s]
Average Loss = -109.76:  74%|███████▍  | 18439/25000 [02:14<00:51, 127.38it/s]
Average Loss = -109.75:  74%|███████▍  | 18439/25000 [02:14<00:51, 127.38it/s]
Average Loss = -109.75:  74%|███████▍  | 18439/25000 [02:14<00:51, 127.38it/s]
Average Loss = -109.87:  74%|███████▍  | 18439/25000 [02:14<00:51, 127.38it/s]
Average Loss = -109.87:  74%|███████▍  | 18439/25000 [02:14<00:51, 127.38it/s]
Average Loss = -109.87:  74%|███████▍  | 18452/25000 [02:14<00:57, 113.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18452/25000 [02:15<00:57, 113.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18452/25000 [02:15<00:57, 113.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18464/25000 [02:15<01:03, 103.09it/s]
Average Loss = -109.95:  74%|███████▍  | 18464/25000 [02:15<01:03, 103.09it/s]
Average Loss = -109.95:  74%|███████▍  | 18464/25000 [02:15<01:03, 103.09it/s]
Average Loss = -109.95:  74%|███████▍  | 18475/25000 [02:15<01:05, 99.35it/s] 
Average Loss = -109.96:  74%|███████▍  | 18475/25000 [02:15<01:05, 99.35it/s]
Average Loss = -109.96:  74%|███████▍  | 18475/25000 [02:15<01:05, 99.35it/s]
Average Loss = -109.96:  74%|███████▍  | 18486/25000 [02:15<01:07, 96.46it/s]
Average Loss = -109.99:  74%|███████▍  | 18486/25000 [02:15<01:07, 96.46it/s]
Average Loss = -109.99:  74%|███████▍  | 18486/25000 [02:15<01:07, 96.46it/s]
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Average Loss = -109.93:  74%|███████▍  | 18496/25000 [02:15<01:08, 94.72it/s]
Average Loss = -109.93:  74%|███████▍  | 18496/25000 [02:15<01:08, 94.72it/s]
Average Loss = -109.93:  74%|███████▍  | 18510/25000 [02:15<01:02, 104.37it/s]
Average Loss = -109.96:  74%|███████▍  | 18510/25000 [02:15<01:02, 104.37it/s]
Average Loss = -109.96:  74%|███████▍  | 18510/25000 [02:15<01:02, 104.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18510/25000 [02:15<01:02, 104.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18510/25000 [02:15<01:02, 104.37it/s]
Average Loss = -109.91:  74%|███████▍  | 18523/25000 [02:15<00:59, 108.84it/s]
Average Loss = -109.95:  74%|███████▍  | 18523/25000 [02:15<00:59, 108.84it/s]
Average Loss = -109.95:  74%|███████▍  | 18523/25000 [02:15<00:59, 108.84it/s]
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Average Loss = -110.01:  74%|███████▍  | 18535/25000 [02:15<01:02, 102.76it/s]
Average Loss = -110.01:  74%|███████▍  | 18535/25000 [02:15<01:02, 102.76it/s]
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Average Loss = -110.14:  74%|███████▍  | 18546/25000 [02:15<01:04, 99.50it/s]
Average Loss = -110.14:  74%|███████▍  | 18546/25000 [02:15<01:04, 99.50it/s]
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Average Loss = -110.13:  74%|███████▍  | 18558/25000 [02:16<01:02, 103.34it/s]
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Average Loss = -110.15:  74%|███████▍  | 18569/25000 [02:16<01:05, 98.91it/s]
Average Loss = -110.15:  74%|███████▍  | 18569/25000 [02:16<01:05, 98.91it/s]
Average Loss = -110.15:  74%|███████▍  | 18580/25000 [02:16<01:05, 98.21it/s]
Average Loss = -110.14:  74%|███████▍  | 18580/25000 [02:16<01:05, 98.21it/s]
Average Loss = -110.14:  74%|███████▍  | 18580/25000 [02:16<01:05, 98.21it/s]
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Average Loss = -110.1:  74%|███████▍  | 18594/25000 [02:16<00:59, 107.35it/s] 
Average Loss = -110.1:  74%|███████▍  | 18594/25000 [02:16<00:59, 107.35it/s]
Average Loss = -110.1:  74%|███████▍  | 18606/25000 [02:16<00:58, 108.84it/s]
Average Loss = -110.05:  74%|███████▍  | 18606/25000 [02:16<00:58, 108.84it/s]
Average Loss = -110.05:  74%|███████▍  | 18606/25000 [02:16<00:58, 108.84it/s]
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Average Loss = -110.05:  74%|███████▍  | 18618/25000 [02:16<00:58, 109.29it/s]
Average Loss = -110.05:  74%|███████▍  | 18618/25000 [02:16<00:58, 109.29it/s]
Average Loss = -110.01:  74%|███████▍  | 18618/25000 [02:16<00:58, 109.29it/s]
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Average Loss = -110.05:  75%|███████▍  | 18632/25000 [02:16<00:54, 116.61it/s]
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Average Loss = -110.02:  75%|███████▍  | 18646/25000 [02:16<00:51, 122.31it/s]
Average Loss = -110.02:  75%|███████▍  | 18646/25000 [02:16<00:51, 122.31it/s]
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Average Loss = -110:  75%|███████▍  | 18660/25000 [02:16<00:50, 126.67it/s]
Average Loss = -109.99:  75%|███████▍  | 18660/25000 [02:16<00:50, 126.67it/s]
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Average Loss = -110.4:  75%|███████▌  | 18786/25000 [02:17<00:44, 138.21it/s]
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Average Loss = -110.6:  75%|███████▌  | 18842/25000 [02:18<00:45, 136.66it/s]
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Average Loss = -110.75:  76%|███████▌  | 18884/25000 [02:18<00:44, 137.55it/s]
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Average Loss = -110.77:  76%|███████▌  | 18898/25000 [02:18<00:44, 137.95it/s]
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Average Loss = -110.83:  76%|███████▌  | 18912/25000 [02:18<00:44, 137.63it/s]
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Average Loss = -110.89:  76%|███████▌  | 18940/25000 [02:18<00:43, 138.15it/s]
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Average Loss = -110.95:  76%|███████▌  | 18940/25000 [02:19<00:43, 138.15it/s]
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Average Loss = -110.96:  76%|███████▌  | 18968/25000 [02:19<00:43, 137.79it/s]
Average Loss = -110.99:  76%|███████▌  | 18968/25000 [02:19<00:43, 137.79it/s]
Average Loss = -110.99:  76%|███████▌  | 18968/25000 [02:19<00:43, 137.79it/s]
Average Loss = -111.05:  76%|███████▌  | 18968/25000 [02:19<00:43, 137.79it/s]
Average Loss = -111.05:  76%|███████▌  | 18968/25000 [02:19<00:43, 137.79it/s]
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Average Loss = -110.99:  76%|███████▌  | 18982/25000 [02:19<00:43, 137.88it/s]
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Average Loss = -111.02:  76%|███████▌  | 18996/25000 [02:19<00:43, 138.08it/s]
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Average Loss = -111.03:  76%|███████▌  | 19010/25000 [02:19<00:43, 138.15it/s]
Average Loss = -111.03:  76%|███████▌  | 19010/25000 [02:19<00:43, 138.15it/s]
Average Loss = -111.02:  76%|███████▌  | 19010/25000 [02:19<00:43, 138.15it/s]
Average Loss = -111.02:  76%|███████▌  | 19010/25000 [02:19<00:43, 138.15it/s]
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Average Loss = -111.06:  76%|███████▌  | 19024/25000 [02:19<00:43, 137.95it/s]
Average Loss = -111.06:  76%|███████▌  | 19024/25000 [02:19<00:43, 137.95it/s]
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Average Loss = -111.07:  76%|███████▌  | 19038/25000 [02:19<00:43, 137.84it/s]
Average Loss = -111.08:  76%|███████▌  | 19038/25000 [02:19<00:43, 137.84it/s]
Average Loss = -111.08:  76%|███████▌  | 19038/25000 [02:19<00:43, 137.84it/s]
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Average Loss = -111.1:  76%|███████▌  | 19052/25000 [02:19<00:43, 137.91it/s] 
Average Loss = -111.1:  76%|███████▌  | 19052/25000 [02:19<00:43, 137.91it/s]
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Average Loss = -111.09:  76%|███████▋  | 19066/25000 [02:19<00:42, 138.46it/s]
Average Loss = -111.09:  76%|███████▋  | 19066/25000 [02:19<00:42, 138.46it/s]
Average Loss = -111.09:  76%|███████▋  | 19080/25000 [02:19<00:42, 138.21it/s]
Average Loss = -111.11:  76%|███████▋  | 19080/25000 [02:19<00:42, 138.21it/s]
Average Loss = -111.11:  76%|███████▋  | 19080/25000 [02:19<00:42, 138.21it/s]
Average Loss = -111.09:  76%|███████▋  | 19080/25000 [02:20<00:42, 138.21it/s]
Average Loss = -111.09:  76%|███████▋  | 19080/25000 [02:20<00:42, 138.21it/s]
Average Loss = -111.09:  76%|███████▋  | 19094/25000 [02:20<00:42, 137.88it/s]
Average Loss = -111.11:  76%|███████▋  | 19094/25000 [02:20<00:42, 137.88it/s]
Average Loss = -111.11:  76%|███████▋  | 19094/25000 [02:20<00:42, 137.88it/s]
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Average Loss = -111.15:  76%|███████▋  | 19108/25000 [02:20<00:42, 138.08it/s]
Average Loss = -111.15:  76%|███████▋  | 19108/25000 [02:20<00:42, 138.08it/s]
Average Loss = -111.2:  76%|███████▋  | 19108/25000 [02:20<00:42, 138.08it/s] 
Average Loss = -111.2:  76%|███████▋  | 19108/25000 [02:20<00:42, 138.08it/s]
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Average Loss = -111.24:  76%|███████▋  | 19122/25000 [02:20<00:42, 137.77it/s]
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Average Loss = -111.67:  77%|███████▋  | 19346/25000 [02:21<00:40, 138.11it/s]
Average Loss = -111.72:  77%|███████▋  | 19346/25000 [02:21<00:40, 138.11it/s]
Average Loss = -111.72:  77%|███████▋  | 19346/25000 [02:21<00:40, 138.11it/s]
Average Loss = -111.72:  77%|███████▋  | 19360/25000 [02:21<00:40, 138.31it/s]
Average Loss = -111.72:  77%|███████▋  | 19360/25000 [02:21<00:40, 138.31it/s]
Average Loss = -111.72:  77%|███████▋  | 19360/25000 [02:21<00:40, 138.31it/s]
Average Loss = -111.72:  77%|███████▋  | 19360/25000 [02:22<00:40, 138.31it/s]
Average Loss = -111.72:  77%|███████▋  | 19360/25000 [02:22<00:40, 138.31it/s]
Average Loss = -111.72:  77%|███████▋  | 19374/25000 [02:22<00:40, 137.81it/s]
Average Loss = -111.77:  77%|███████▋  | 19374/25000 [02:22<00:40, 137.81it/s]
Average Loss = -111.77:  77%|███████▋  | 19374/25000 [02:22<00:40, 137.81it/s]
Average Loss = -111.77:  78%|███████▊  | 19388/25000 [02:22<00:40, 138.12it/s]
Average Loss = -111.78:  78%|███████▊  | 19388/25000 [02:22<00:40, 138.12it/s]
Average Loss = -111.78:  78%|███████▊  | 19388/25000 [02:22<00:40, 138.12it/s]
Average Loss = -111.83:  78%|███████▊  | 19388/25000 [02:22<00:40, 138.12it/s]
Average Loss = -111.83:  78%|███████▊  | 19388/25000 [02:22<00:40, 138.12it/s]
Average Loss = -111.83:  78%|███████▊  | 19402/25000 [02:22<00:40, 137.75it/s]
Average Loss = -111.85:  78%|███████▊  | 19402/25000 [02:22<00:40, 137.75it/s]
Average Loss = -111.85:  78%|███████▊  | 19402/25000 [02:22<00:40, 137.75it/s]
Average Loss = -111.85:  78%|███████▊  | 19416/25000 [02:22<00:40, 137.77it/s]
Average Loss = -111.85:  78%|███████▊  | 19416/25000 [02:22<00:40, 137.77it/s]
Average Loss = -111.85:  78%|███████▊  | 19416/25000 [02:22<00:40, 137.77it/s]
Average Loss = -111.85:  78%|███████▊  | 19430/25000 [02:22<00:40, 137.76it/s]
Average Loss = -111.82:  78%|███████▊  | 19430/25000 [02:22<00:40, 137.76it/s]
Average Loss = -111.82:  78%|███████▊  | 19430/25000 [02:22<00:40, 137.76it/s]
Average Loss = -111.85:  78%|███████▊  | 19430/25000 [02:22<00:40, 137.76it/s]
Average Loss = -111.85:  78%|███████▊  | 19430/25000 [02:22<00:40, 137.76it/s]
Average Loss = -111.85:  78%|███████▊  | 19444/25000 [02:22<00:40, 137.70it/s]
Average Loss = -111.9:  78%|███████▊  | 19444/25000 [02:22<00:40, 137.70it/s] 
Average Loss = -111.9:  78%|███████▊  | 19444/25000 [02:22<00:40, 137.70it/s]
Average Loss = -111.9:  78%|███████▊  | 19458/25000 [02:22<00:40, 138.23it/s]
Average Loss = -111.97:  78%|███████▊  | 19458/25000 [02:22<00:40, 138.23it/s]
Average Loss = -111.97:  78%|███████▊  | 19458/25000 [02:22<00:40, 138.23it/s]
Average Loss = -111.99:  78%|███████▊  | 19458/25000 [02:22<00:40, 138.23it/s]
Average Loss = -111.99:  78%|███████▊  | 19458/25000 [02:22<00:40, 138.23it/s]
Average Loss = -111.99:  78%|███████▊  | 19472/25000 [02:22<00:40, 137.94it/s]
Average Loss = -112.02:  78%|███████▊  | 19472/25000 [02:22<00:40, 137.94it/s]
Average Loss = -112.02:  78%|███████▊  | 19472/25000 [02:22<00:40, 137.94it/s]
Average Loss = -112.02:  78%|███████▊  | 19486/25000 [02:22<00:39, 138.26it/s]
Average Loss = -112.01:  78%|███████▊  | 19486/25000 [02:22<00:39, 138.26it/s]
Average Loss = -112.01:  78%|███████▊  | 19486/25000 [02:22<00:39, 138.26it/s]
Average Loss = -112.01:  78%|███████▊  | 19500/25000 [02:23<00:39, 138.43it/s]
Average Loss = -112.08:  78%|███████▊  | 19500/25000 [02:23<00:39, 138.43it/s]
Average Loss = -112.08:  78%|███████▊  | 19500/25000 [02:23<00:39, 138.43it/s]
Average Loss = -112.05:  78%|███████▊  | 19500/25000 [02:23<00:39, 138.43it/s]
Average Loss = -112.05:  78%|███████▊  | 19500/25000 [02:23<00:39, 138.43it/s]
Average Loss = -112.05:  78%|███████▊  | 19514/25000 [02:23<00:39, 138.02it/s]
Average Loss = -112.11:  78%|███████▊  | 19514/25000 [02:23<00:39, 138.02it/s]
Average Loss = -112.11:  78%|███████▊  | 19514/25000 [02:23<00:39, 138.02it/s]
Average Loss = -112.11:  78%|███████▊  | 19528/25000 [02:23<00:39, 138.12it/s]
Average Loss = -112.12:  78%|███████▊  | 19528/25000 [02:23<00:39, 138.12it/s]
Average Loss = -112.12:  78%|███████▊  | 19528/25000 [02:23<00:39, 138.12it/s]
Average Loss = -112.1:  78%|███████▊  | 19528/25000 [02:23<00:39, 138.12it/s] 
Average Loss = -112.1:  78%|███████▊  | 19528/25000 [02:23<00:39, 138.12it/s]
Average Loss = -112.1:  78%|███████▊  | 19542/25000 [02:23<00:39, 138.13it/s]
Average Loss = -112.11:  78%|███████▊  | 19542/25000 [02:23<00:39, 138.13it/s]
Average Loss = -112.11:  78%|███████▊  | 19542/25000 [02:23<00:39, 138.13it/s]
Average Loss = -112.11:  78%|███████▊  | 19556/25000 [02:23<00:39, 138.05it/s]
Average Loss = -112.13:  78%|███████▊  | 19556/25000 [02:23<00:39, 138.05it/s]
Average Loss = -112.13:  78%|███████▊  | 19556/25000 [02:23<00:39, 138.05it/s]
Average Loss = -112.13:  78%|███████▊  | 19570/25000 [02:23<00:39, 138.20it/s]
Average Loss = -112.05:  78%|███████▊  | 19570/25000 [02:23<00:39, 138.20it/s]
Average Loss = -112.05:  78%|███████▊  | 19570/25000 [02:23<00:39, 138.20it/s]
Average Loss = -112.05:  78%|███████▊  | 19570/25000 [02:23<00:39, 138.20it/s]
Average Loss = -112.05:  78%|███████▊  | 19570/25000 [02:23<00:39, 138.20it/s]
Average Loss = -112.05:  78%|███████▊  | 19584/25000 [02:23<00:39, 137.95it/s]
Average Loss = -112.06:  78%|███████▊  | 19584/25000 [02:23<00:39, 137.95it/s]
Average Loss = -112.06:  78%|███████▊  | 19584/25000 [02:23<00:39, 137.95it/s]
Average Loss = -112.06:  78%|███████▊  | 19598/25000 [02:23<00:39, 137.79it/s]
Average Loss = -112.12:  78%|███████▊  | 19598/25000 [02:23<00:39, 137.79it/s]
Average Loss = -112.12:  78%|███████▊  | 19598/25000 [02:23<00:39, 137.79it/s]
Average Loss = -112.22:  78%|███████▊  | 19598/25000 [02:23<00:39, 137.79it/s]
Average Loss = -112.22:  78%|███████▊  | 19598/25000 [02:23<00:39, 137.79it/s]
Average Loss = -112.22:  78%|███████▊  | 19612/25000 [02:23<00:39, 137.56it/s]
Average Loss = -112.25:  78%|███████▊  | 19612/25000 [02:23<00:39, 137.56it/s]
Average Loss = -112.25:  78%|███████▊  | 19612/25000 [02:23<00:39, 137.56it/s]
Average Loss = -112.25:  79%|███████▊  | 19626/25000 [02:23<00:39, 137.50it/s]
Average Loss = -112.29:  79%|███████▊  | 19626/25000 [02:23<00:39, 137.50it/s]
Average Loss = -112.29:  79%|███████▊  | 19626/25000 [02:23<00:39, 137.50it/s]
Average Loss = -112.29:  79%|███████▊  | 19640/25000 [02:24<00:38, 137.80it/s]
Average Loss = -112.29:  79%|███████▊  | 19640/25000 [02:24<00:38, 137.80it/s]
Average Loss = -112.29:  79%|███████▊  | 19640/25000 [02:24<00:38, 137.80it/s]
Average Loss = -112.26:  79%|███████▊  | 19640/25000 [02:24<00:38, 137.80it/s]
Average Loss = -112.26:  79%|███████▊  | 19640/25000 [02:24<00:38, 137.80it/s]
Average Loss = -112.26:  79%|███████▊  | 19654/25000 [02:24<00:38, 137.60it/s]
Average Loss = -112.29:  79%|███████▊  | 19654/25000 [02:24<00:38, 137.60it/s]
Average Loss = -112.29:  79%|███████▊  | 19654/25000 [02:24<00:38, 137.60it/s]
Average Loss = -112.29:  79%|███████▊  | 19668/25000 [02:24<00:38, 136.88it/s]
Average Loss = -112.31:  79%|███████▊  | 19668/25000 [02:24<00:38, 136.88it/s]
Average Loss = -112.31:  79%|███████▊  | 19668/25000 [02:24<00:38, 136.88it/s]
Average Loss = -112.31:  79%|███████▊  | 19668/25000 [02:24<00:38, 136.88it/s]
Average Loss = -112.31:  79%|███████▊  | 19668/25000 [02:24<00:38, 136.88it/s]
Average Loss = -112.31:  79%|███████▊  | 19682/25000 [02:24<00:38, 137.30it/s]
Average Loss = -112.29:  79%|███████▊  | 19682/25000 [02:24<00:38, 137.30it/s]
Average Loss = -112.29:  79%|███████▊  | 19682/25000 [02:24<00:38, 137.30it/s]
Average Loss = -112.29:  79%|███████▉  | 19696/25000 [02:24<00:38, 137.68it/s]
Average Loss = -112.29:  79%|███████▉  | 19696/25000 [02:24<00:38, 137.68it/s]
Average Loss = -112.29:  79%|███████▉  | 19696/25000 [02:24<00:38, 137.68it/s]
Average Loss = -112.29:  79%|███████▉  | 19710/25000 [02:24<00:38, 137.93it/s]
Average Loss = -112.31:  79%|███████▉  | 19710/25000 [02:24<00:38, 137.93it/s]
Average Loss = -112.31:  79%|███████▉  | 19710/25000 [02:24<00:38, 137.93it/s]
Average Loss = -112.33:  79%|███████▉  | 19710/25000 [02:24<00:38, 137.93it/s]
Average Loss = -112.33:  79%|███████▉  | 19710/25000 [02:24<00:38, 137.93it/s]
Average Loss = -112.33:  79%|███████▉  | 19724/25000 [02:24<00:38, 137.73it/s]
Average Loss = -112.32:  79%|███████▉  | 19724/25000 [02:24<00:38, 137.73it/s]
Average Loss = -112.32:  79%|███████▉  | 19724/25000 [02:24<00:38, 137.73it/s]
Average Loss = -112.32:  79%|███████▉  | 19738/25000 [02:24<00:38, 137.82it/s]
Average Loss = -112.33:  79%|███████▉  | 19738/25000 [02:24<00:38, 137.82it/s]
Average Loss = -112.33:  79%|███████▉  | 19738/25000 [02:24<00:38, 137.82it/s]
Average Loss = -112.35:  79%|███████▉  | 19738/25000 [02:24<00:38, 137.82it/s]
Average Loss = -112.35:  79%|███████▉  | 19738/25000 [02:24<00:38, 137.82it/s]
Average Loss = -112.35:  79%|███████▉  | 19752/25000 [02:24<00:38, 137.56it/s]
Average Loss = -112.32:  79%|███████▉  | 19752/25000 [02:24<00:38, 137.56it/s]
Average Loss = -112.32:  79%|███████▉  | 19752/25000 [02:24<00:38, 137.56it/s]
Average Loss = -112.32:  79%|███████▉  | 19766/25000 [02:24<00:38, 137.71it/s]
Average Loss = -112.31:  79%|███████▉  | 19766/25000 [02:24<00:38, 137.71it/s]
Average Loss = -112.31:  79%|███████▉  | 19766/25000 [02:24<00:38, 137.71it/s]
Average Loss = -112.31:  79%|███████▉  | 19780/25000 [02:25<00:37, 137.67it/s]
Average Loss = -112.33:  79%|███████▉  | 19780/25000 [02:25<00:37, 137.67it/s]
Average Loss = -112.33:  79%|███████▉  | 19780/25000 [02:25<00:37, 137.67it/s]
Average Loss = -112.3:  79%|███████▉  | 19780/25000 [02:25<00:37, 137.67it/s] 
Average Loss = -112.3:  79%|███████▉  | 19780/25000 [02:25<00:37, 137.67it/s]
Average Loss = -112.3:  79%|███████▉  | 19794/25000 [02:25<00:37, 137.77it/s]
Average Loss = -112.34:  79%|███████▉  | 19794/25000 [02:25<00:37, 137.77it/s]
Average Loss = -112.34:  79%|███████▉  | 19794/25000 [02:25<00:37, 137.77it/s]
Average Loss = -112.34:  79%|███████▉  | 19808/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.35:  79%|███████▉  | 19808/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.35:  79%|███████▉  | 19808/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.35:  79%|███████▉  | 19808/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.35:  79%|███████▉  | 19808/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.35:  79%|███████▉  | 19822/25000 [02:25<00:37, 137.90it/s]
Average Loss = -112.35:  79%|███████▉  | 19822/25000 [02:25<00:37, 137.90it/s]
Average Loss = -112.35:  79%|███████▉  | 19822/25000 [02:25<00:37, 137.90it/s]
Average Loss = -112.35:  79%|███████▉  | 19836/25000 [02:25<00:37, 138.03it/s]
Average Loss = -112.42:  79%|███████▉  | 19836/25000 [02:25<00:37, 138.03it/s]
Average Loss = -112.42:  79%|███████▉  | 19836/25000 [02:25<00:37, 138.03it/s]
Average Loss = -112.42:  79%|███████▉  | 19850/25000 [02:25<00:37, 138.28it/s]
Average Loss = -112.49:  79%|███████▉  | 19850/25000 [02:25<00:37, 138.28it/s]
Average Loss = -112.49:  79%|███████▉  | 19850/25000 [02:25<00:37, 138.28it/s]
Average Loss = -112.48:  79%|███████▉  | 19850/25000 [02:25<00:37, 138.28it/s]
Average Loss = -112.48:  79%|███████▉  | 19850/25000 [02:25<00:37, 138.28it/s]
Average Loss = -112.48:  79%|███████▉  | 19864/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.47:  79%|███████▉  | 19864/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.47:  79%|███████▉  | 19864/25000 [02:25<00:37, 138.17it/s]
Average Loss = -112.47:  80%|███████▉  | 19879/25000 [02:25<00:36, 138.94it/s]
Average Loss = -112.46:  80%|███████▉  | 19879/25000 [02:25<00:36, 138.94it/s]
Average Loss = -112.46:  80%|███████▉  | 19879/25000 [02:25<00:36, 138.94it/s]
Average Loss = -112.42:  80%|███████▉  | 19879/25000 [02:25<00:36, 138.94it/s]
Average Loss = -112.42:  80%|███████▉  | 19879/25000 [02:25<00:36, 138.94it/s]
Average Loss = -112.42:  80%|███████▉  | 19893/25000 [02:25<00:36, 138.98it/s]
Average Loss = -112.43:  80%|███████▉  | 19893/25000 [02:25<00:36, 138.98it/s]
Average Loss = -112.43:  80%|███████▉  | 19893/25000 [02:25<00:36, 138.98it/s]
Average Loss = -112.43:  80%|███████▉  | 19907/25000 [02:25<00:36, 139.18it/s]
Average Loss = -112.45:  80%|███████▉  | 19907/25000 [02:25<00:36, 139.18it/s]
Average Loss = -112.45:  80%|███████▉  | 19907/25000 [02:25<00:36, 139.18it/s]
Average Loss = -112.47:  80%|███████▉  | 19907/25000 [02:26<00:36, 139.18it/s]
Average Loss = -112.47:  80%|███████▉  | 19907/25000 [02:26<00:36, 139.18it/s]
Average Loss = -112.47:  80%|███████▉  | 19921/25000 [02:26<00:36, 138.99it/s]
Average Loss = -112.47:  80%|███████▉  | 19921/25000 [02:26<00:36, 138.99it/s]
Average Loss = -112.47:  80%|███████▉  | 19921/25000 [02:26<00:36, 138.99it/s]
Average Loss = -112.47:  80%|███████▉  | 19936/25000 [02:26<00:36, 139.37it/s]
Average Loss = -112.53:  80%|███████▉  | 19936/25000 [02:26<00:36, 139.37it/s]
Average Loss = -112.53:  80%|███████▉  | 19936/25000 [02:26<00:36, 139.37it/s]
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Average Loss = -112.53:  80%|███████▉  | 19950/25000 [02:26<00:36, 138.28it/s]
Average Loss = -112.53:  80%|███████▉  | 19950/25000 [02:26<00:36, 138.28it/s]
Average Loss = -112.52:  80%|███████▉  | 19950/25000 [02:26<00:36, 138.28it/s]
Average Loss = -112.52:  80%|███████▉  | 19950/25000 [02:26<00:36, 138.28it/s]
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Average Loss = -112.51:  80%|███████▉  | 19964/25000 [02:26<00:36, 138.54it/s]
Average Loss = -112.51:  80%|███████▉  | 19964/25000 [02:26<00:36, 138.54it/s]
Average Loss = -112.51:  80%|███████▉  | 19978/25000 [02:26<00:36, 138.85it/s]
Average Loss = -112.5:  80%|███████▉  | 19978/25000 [02:26<00:36, 138.85it/s] 
Average Loss = -112.5:  80%|███████▉  | 19978/25000 [02:26<00:36, 138.85it/s]
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Average Loss = -112.52:  80%|███████▉  | 19978/25000 [02:26<00:36, 138.85it/s]
Average Loss = -112.52:  80%|███████▉  | 19992/25000 [02:26<00:36, 138.83it/s]
Average Loss = -112.57:  80%|███████▉  | 19992/25000 [02:26<00:36, 138.83it/s]
Average Loss = -112.57:  80%|███████▉  | 19992/25000 [02:26<00:36, 138.83it/s]
Average Loss = -112.57:  80%|████████  | 20006/25000 [02:26<00:35, 139.12it/s]
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Average Loss = -112.63:  80%|████████  | 20021/25000 [02:26<00:35, 139.33it/s]
Average Loss = -112.67:  80%|████████  | 20021/25000 [02:26<00:35, 139.33it/s]
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Average Loss = -112.67:  80%|████████  | 20036/25000 [02:26<00:35, 139.65it/s]
Average Loss = -112.68:  80%|████████  | 20036/25000 [02:26<00:35, 139.65it/s]
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Average Loss = -114.05:  86%|████████▌ | 21559/25000 [02:37<00:24, 139.59it/s]
Average Loss = -114.07:  86%|████████▌ | 21559/25000 [02:37<00:24, 139.59it/s]
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Average Loss = -114.07:  86%|████████▋ | 21587/25000 [02:38<00:24, 139.48it/s]
Average Loss = -114.09:  86%|████████▋ | 21587/25000 [02:38<00:24, 139.48it/s]
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Average Loss = -114.09:  86%|████████▋ | 21616/25000 [02:38<00:24, 138.83it/s]
Average Loss = -114.09:  86%|████████▋ | 21616/25000 [02:38<00:24, 138.83it/s]
Average Loss = -114.1:  86%|████████▋ | 21616/25000 [02:38<00:24, 138.83it/s] 
Average Loss = -114.1:  86%|████████▋ | 21616/25000 [02:38<00:24, 138.83it/s]
Average Loss = -114.1:  87%|████████▋ | 21631/25000 [02:38<00:24, 139.34it/s]
Average Loss = -114.1:  87%|████████▋ | 21631/25000 [02:38<00:24, 139.34it/s]
Average Loss = -114.1:  87%|████████▋ | 21631/25000 [02:38<00:24, 139.34it/s]
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Average Loss = -114.13:  87%|████████▋ | 21645/25000 [02:38<00:24, 137.34it/s]
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Average Loss = -114.12:  87%|████████▋ | 21660/25000 [02:38<00:24, 138.46it/s]
Average Loss = -114.12:  87%|████████▋ | 21660/25000 [02:38<00:24, 138.46it/s]
Average Loss = -114.12:  87%|████████▋ | 21660/25000 [02:38<00:24, 138.46it/s]
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Average Loss = -114.13:  87%|████████▋ | 21674/25000 [02:38<00:24, 138.49it/s]
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Average Loss = -114.12:  87%|████████▋ | 21689/25000 [02:38<00:23, 139.00it/s]
Average Loss = -114.12:  87%|████████▋ | 21689/25000 [02:38<00:23, 139.00it/s]
Average Loss = -114.12:  87%|████████▋ | 21689/25000 [02:38<00:23, 139.00it/s]
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Average Loss = -114.13:  87%|████████▋ | 21718/25000 [02:38<00:23, 139.63it/s]
Average Loss = -114.18:  87%|████████▋ | 21718/25000 [02:39<00:23, 139.63it/s]
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Average Loss = -114.19:  87%|████████▋ | 21732/25000 [02:39<00:23, 139.49it/s]
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Average Loss = -114.25:  87%|████████▋ | 21806/25000 [02:39<00:22, 140.16it/s]
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Average Loss = -114.28:  87%|████████▋ | 21836/25000 [02:39<00:22, 140.00it/s]
Average Loss = -114.28:  87%|████████▋ | 21836/25000 [02:39<00:22, 140.00it/s]
Average Loss = -114.28:  87%|████████▋ | 21836/25000 [02:39<00:22, 140.00it/s]
Average Loss = -114.28:  87%|████████▋ | 21836/25000 [02:39<00:22, 140.00it/s]
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Average Loss = -114.27:  87%|████████▋ | 21851/25000 [02:39<00:22, 140.11it/s]
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Average Loss = -114.29:  88%|████████▊ | 21971/25000 [02:40<00:21, 139.97it/s]
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Average Loss = -114.3:  88%|████████▊ | 22015/25000 [02:41<00:21, 138.03it/s] 
Average Loss = -114.3:  88%|████████▊ | 22015/25000 [02:41<00:21, 138.03it/s]
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Average Loss = -114.39:  89%|████████▉ | 22200/25000 [02:42<00:20, 138.62it/s]
Average Loss = -114.4:  89%|████████▉ | 22200/25000 [02:42<00:20, 138.62it/s] 
Average Loss = -114.4:  89%|████████▉ | 22200/25000 [02:42<00:20, 138.62it/s]
Average Loss = -114.4:  89%|████████▉ | 22200/25000 [02:42<00:20, 138.62it/s]
Average Loss = -114.4:  89%|████████▉ | 22200/25000 [02:42<00:20, 138.62it/s]
Average Loss = -114.4:  89%|████████▉ | 22214/25000 [02:42<00:20, 138.64it/s]
Average Loss = -114.47:  89%|████████▉ | 22214/25000 [02:42<00:20, 138.64it/s]
Average Loss = -114.47:  89%|████████▉ | 22214/25000 [02:42<00:20, 138.64it/s]
Average Loss = -114.47:  89%|████████▉ | 22229/25000 [02:42<00:19, 139.13it/s]
Average Loss = -114.45:  89%|████████▉ | 22229/25000 [02:42<00:19, 139.13it/s]
Average Loss = -114.45:  89%|████████▉ | 22229/25000 [02:42<00:19, 139.13it/s]
Average Loss = -114.43:  89%|████████▉ | 22229/25000 [02:42<00:19, 139.13it/s]
Average Loss = -114.43:  89%|████████▉ | 22229/25000 [02:42<00:19, 139.13it/s]
Average Loss = -114.43:  89%|████████▉ | 22244/25000 [02:42<00:19, 139.54it/s]
Average Loss = -114.45:  89%|████████▉ | 22244/25000 [02:42<00:19, 139.54it/s]
Average Loss = -114.45:  89%|████████▉ | 22244/25000 [02:42<00:19, 139.54it/s]
Average Loss = -114.45:  89%|████████▉ | 22259/25000 [02:42<00:19, 140.00it/s]
Average Loss = -114.42:  89%|████████▉ | 22259/25000 [02:42<00:19, 140.00it/s]
Average Loss = -114.42:  89%|████████▉ | 22259/25000 [02:42<00:19, 140.00it/s]
Average Loss = -114.42:  89%|████████▉ | 22259/25000 [02:42<00:19, 140.00it/s]
Average Loss = -114.42:  89%|████████▉ | 22259/25000 [02:42<00:19, 140.00it/s]
Average Loss = -114.42:  89%|████████▉ | 22274/25000 [02:42<00:19, 139.66it/s]
Average Loss = -114.4:  89%|████████▉ | 22274/25000 [02:42<00:19, 139.66it/s] 
Average Loss = -114.4:  89%|████████▉ | 22274/25000 [02:42<00:19, 139.66it/s]
Average Loss = -114.4:  89%|████████▉ | 22288/25000 [02:43<00:19, 139.73it/s]
Average Loss = -114.39:  89%|████████▉ | 22288/25000 [02:43<00:19, 139.73it/s]
Average Loss = -114.39:  89%|████████▉ | 22288/25000 [02:43<00:19, 139.73it/s]
Average Loss = -114.37:  89%|████████▉ | 22288/25000 [02:43<00:19, 139.73it/s]
Average Loss = -114.37:  89%|████████▉ | 22288/25000 [02:43<00:19, 139.73it/s]
Average Loss = -114.37:  89%|████████▉ | 22302/25000 [02:43<00:19, 139.48it/s]
Average Loss = -114.35:  89%|████████▉ | 22302/25000 [02:43<00:19, 139.48it/s]
Average Loss = -114.35:  89%|████████▉ | 22302/25000 [02:43<00:19, 139.48it/s]
Average Loss = -114.35:  89%|████████▉ | 22316/25000 [02:43<00:19, 139.62it/s]
Average Loss = -114.33:  89%|████████▉ | 22316/25000 [02:43<00:19, 139.62it/s]
Average Loss = -114.33:  89%|████████▉ | 22316/25000 [02:43<00:19, 139.62it/s]
Average Loss = -114.33:  89%|████████▉ | 22330/25000 [02:43<00:19, 139.71it/s]
Average Loss = -114.39:  89%|████████▉ | 22330/25000 [02:43<00:19, 139.71it/s]
Average Loss = -114.39:  89%|████████▉ | 22330/25000 [02:43<00:19, 139.71it/s]
Average Loss = -114.37:  89%|████████▉ | 22330/25000 [02:43<00:19, 139.71it/s]
Average Loss = -114.37:  89%|████████▉ | 22330/25000 [02:43<00:19, 139.71it/s]
Average Loss = -114.37:  89%|████████▉ | 22345/25000 [02:43<00:18, 139.87it/s]
Average Loss = -114.41:  89%|████████▉ | 22345/25000 [02:43<00:18, 139.87it/s]
Average Loss = -114.41:  89%|████████▉ | 22345/25000 [02:43<00:18, 139.87it/s]
Average Loss = -114.41:  89%|████████▉ | 22359/25000 [02:43<00:18, 139.89it/s]
Average Loss = -114.4:  89%|████████▉ | 22359/25000 [02:43<00:18, 139.89it/s] 
Average Loss = -114.4:  89%|████████▉ | 22359/25000 [02:43<00:18, 139.89it/s]
Average Loss = -114.41:  89%|████████▉ | 22359/25000 [02:43<00:18, 139.89it/s]
Average Loss = -114.41:  89%|████████▉ | 22359/25000 [02:43<00:18, 139.89it/s]
Average Loss = -114.41:  89%|████████▉ | 22373/25000 [02:43<00:18, 139.63it/s]
Average Loss = -114.42:  89%|████████▉ | 22373/25000 [02:43<00:18, 139.63it/s]
Average Loss = -114.42:  89%|████████▉ | 22373/25000 [02:43<00:18, 139.63it/s]
Average Loss = -114.42:  90%|████████▉ | 22388/25000 [02:43<00:18, 140.09it/s]
Average Loss = -114.44:  90%|████████▉ | 22388/25000 [02:43<00:18, 140.09it/s]
Average Loss = -114.44:  90%|████████▉ | 22388/25000 [02:43<00:18, 140.09it/s]
Average Loss = -114.43:  90%|████████▉ | 22388/25000 [02:43<00:18, 140.09it/s]
Average Loss = -114.43:  90%|████████▉ | 22388/25000 [02:43<00:18, 140.09it/s]
Average Loss = -114.43:  90%|████████▉ | 22403/25000 [02:43<00:18, 139.81it/s]
Average Loss = -114.46:  90%|████████▉ | 22403/25000 [02:43<00:18, 139.81it/s]
Average Loss = -114.46:  90%|████████▉ | 22403/25000 [02:43<00:18, 139.81it/s]
Average Loss = -114.46:  90%|████████▉ | 22418/25000 [02:43<00:18, 140.21it/s]
Average Loss = -114.49:  90%|████████▉ | 22418/25000 [02:43<00:18, 140.21it/s]
Average Loss = -114.49:  90%|████████▉ | 22418/25000 [02:43<00:18, 140.21it/s]
Average Loss = -114.51:  90%|████████▉ | 22418/25000 [02:44<00:18, 140.21it/s]
Average Loss = -114.51:  90%|████████▉ | 22418/25000 [02:44<00:18, 140.21it/s]
Average Loss = -114.51:  90%|████████▉ | 22433/25000 [02:44<00:18, 139.84it/s]
Average Loss = -114.56:  90%|████████▉ | 22433/25000 [02:44<00:18, 139.84it/s]
Average Loss = -114.56:  90%|████████▉ | 22433/25000 [02:44<00:18, 139.84it/s]
Average Loss = -114.56:  90%|████████▉ | 22447/25000 [02:44<00:18, 139.86it/s]
Average Loss = -114.57:  90%|████████▉ | 22447/25000 [02:44<00:18, 139.86it/s]
Average Loss = -114.57:  90%|████████▉ | 22447/25000 [02:44<00:18, 139.86it/s]
Average Loss = -114.58:  90%|████████▉ | 22447/25000 [02:44<00:18, 139.86it/s]
Average Loss = -114.58:  90%|████████▉ | 22447/25000 [02:44<00:18, 139.86it/s]
Average Loss = -114.58:  90%|████████▉ | 22461/25000 [02:44<00:18, 138.51it/s]
Average Loss = -114.58:  90%|████████▉ | 22461/25000 [02:44<00:18, 138.51it/s]
Average Loss = -114.58:  90%|████████▉ | 22461/25000 [02:44<00:18, 138.51it/s]
Average Loss = -114.58:  90%|████████▉ | 22476/25000 [02:44<00:18, 139.14it/s]
Average Loss = -114.58:  90%|████████▉ | 22476/25000 [02:44<00:18, 139.14it/s]
Average Loss = -114.58:  90%|████████▉ | 22476/25000 [02:44<00:18, 139.14it/s]
Average Loss = -114.58:  90%|████████▉ | 22476/25000 [02:44<00:18, 139.14it/s]
Average Loss = -114.58:  90%|████████▉ | 22476/25000 [02:44<00:18, 139.14it/s]
Average Loss = -114.58:  90%|████████▉ | 22491/25000 [02:44<00:18, 139.36it/s]
Average Loss = -114.58:  90%|████████▉ | 22491/25000 [02:44<00:18, 139.36it/s]
Average Loss = -114.58:  90%|████████▉ | 22491/25000 [02:44<00:18, 139.36it/s]
Average Loss = -114.58:  90%|█████████ | 22506/25000 [02:44<00:17, 139.70it/s]
Average Loss = -114.58:  90%|█████████ | 22506/25000 [02:44<00:17, 139.70it/s]
Average Loss = -114.58:  90%|█████████ | 22506/25000 [02:44<00:17, 139.70it/s]
Average Loss = -114.6:  90%|█████████ | 22506/25000 [02:44<00:17, 139.70it/s] 
Average Loss = -114.6:  90%|█████████ | 22506/25000 [02:44<00:17, 139.70it/s]
Average Loss = -114.6:  90%|█████████ | 22521/25000 [02:44<00:17, 139.73it/s]
Average Loss = -114.63:  90%|█████████ | 22521/25000 [02:44<00:17, 139.73it/s]
Average Loss = -114.63:  90%|█████████ | 22521/25000 [02:44<00:17, 139.73it/s]
Average Loss = -114.63:  90%|█████████ | 22536/25000 [02:44<00:17, 140.02it/s]
Average Loss = -114.61:  90%|█████████ | 22536/25000 [02:44<00:17, 140.02it/s]
Average Loss = -114.61:  90%|█████████ | 22536/25000 [02:44<00:17, 140.02it/s]
Average Loss = -114.63:  90%|█████████ | 22536/25000 [02:44<00:17, 140.02it/s]
Average Loss = -114.63:  90%|█████████ | 22536/25000 [02:44<00:17, 140.02it/s]
Average Loss = -114.63:  90%|█████████ | 22551/25000 [02:44<00:17, 139.94it/s]
Average Loss = -114.62:  90%|█████████ | 22551/25000 [02:44<00:17, 139.94it/s]
Average Loss = -114.62:  90%|█████████ | 22551/25000 [02:44<00:17, 139.94it/s]
Average Loss = -114.62:  90%|█████████ | 22566/25000 [02:45<00:17, 140.11it/s]
Average Loss = -114.6:  90%|█████████ | 22566/25000 [02:45<00:17, 140.11it/s] 
Average Loss = -114.6:  90%|█████████ | 22566/25000 [02:45<00:17, 140.11it/s]
Average Loss = -114.62:  90%|█████████ | 22566/25000 [02:45<00:17, 140.11it/s]
Average Loss = -114.62:  90%|█████████ | 22566/25000 [02:45<00:17, 140.11it/s]
Average Loss = -114.62:  90%|█████████ | 22581/25000 [02:45<00:17, 139.99it/s]
Average Loss = -114.62:  90%|█████████ | 22581/25000 [02:45<00:17, 139.99it/s]
Average Loss = -114.62:  90%|█████████ | 22581/25000 [02:45<00:17, 139.99it/s]
Average Loss = -114.62:  90%|█████████ | 22596/25000 [02:45<00:17, 140.19it/s]
Average Loss = -114.62:  90%|█████████ | 22596/25000 [02:45<00:17, 140.19it/s]
Average Loss = -114.62:  90%|█████████ | 22596/25000 [02:45<00:17, 140.19it/s]
Average Loss = -114.63:  90%|█████████ | 22596/25000 [02:45<00:17, 140.19it/s]
Average Loss = -114.63:  90%|█████████ | 22596/25000 [02:45<00:17, 140.19it/s]
Average Loss = -114.63:  90%|█████████ | 22611/25000 [02:45<00:17, 140.12it/s]
Average Loss = -114.65:  90%|█████████ | 22611/25000 [02:45<00:17, 140.12it/s]
Average Loss = -114.65:  90%|█████████ | 22611/25000 [02:45<00:17, 140.12it/s]
Average Loss = -114.65:  91%|█████████ | 22626/25000 [02:45<00:16, 140.17it/s]
Average Loss = -114.67:  91%|█████████ | 22626/25000 [02:45<00:16, 140.17it/s]
Average Loss = -114.67:  91%|█████████ | 22626/25000 [02:45<00:16, 140.17it/s]
Average Loss = -114.68:  91%|█████████ | 22626/25000 [02:45<00:16, 140.17it/s]
Average Loss = -114.68:  91%|█████████ | 22626/25000 [02:45<00:16, 140.17it/s]
Average Loss = -114.68:  91%|█████████ | 22641/25000 [02:45<00:16, 140.09it/s]
Average Loss = -114.68:  91%|█████████ | 22641/25000 [02:45<00:16, 140.09it/s]
Average Loss = -114.68:  91%|█████████ | 22641/25000 [02:45<00:16, 140.09it/s]
Average Loss = -114.68:  91%|█████████ | 22656/25000 [02:45<00:16, 139.90it/s]
Average Loss = -114.68:  91%|█████████ | 22656/25000 [02:45<00:16, 139.90it/s]
Average Loss = -114.68:  91%|█████████ | 22656/25000 [02:45<00:16, 139.90it/s]
Average Loss = -114.68:  91%|█████████ | 22670/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.67:  91%|█████████ | 22670/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.67:  91%|█████████ | 22670/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.68:  91%|█████████ | 22670/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.68:  91%|█████████ | 22670/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.68:  91%|█████████ | 22684/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.69:  91%|█████████ | 22684/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.69:  91%|█████████ | 22684/25000 [02:45<00:16, 139.92it/s]
Average Loss = -114.69:  91%|█████████ | 22698/25000 [02:45<00:16, 139.89it/s]
Average Loss = -114.69:  91%|█████████ | 22698/25000 [02:45<00:16, 139.89it/s]
Average Loss = -114.69:  91%|█████████ | 22698/25000 [02:45<00:16, 139.89it/s]
Average Loss = -114.72:  91%|█████████ | 22698/25000 [02:46<00:16, 139.89it/s]
Average Loss = -114.72:  91%|█████████ | 22698/25000 [02:46<00:16, 139.89it/s]
Average Loss = -114.72:  91%|█████████ | 22712/25000 [02:46<00:16, 139.34it/s]
Average Loss = -114.7:  91%|█████████ | 22712/25000 [02:46<00:16, 139.34it/s] 
Average Loss = -114.7:  91%|█████████ | 22712/25000 [02:46<00:16, 139.34it/s]
Average Loss = -114.7:  91%|█████████ | 22727/25000 [02:46<00:16, 139.82it/s]
Average Loss = -114.69:  91%|█████████ | 22727/25000 [02:46<00:16, 139.82it/s]
Average Loss = -114.69:  91%|█████████ | 22727/25000 [02:46<00:16, 139.82it/s]
Average Loss = -114.68:  91%|█████████ | 22727/25000 [02:46<00:16, 139.82it/s]
Average Loss = -114.68:  91%|█████████ | 22727/25000 [02:46<00:16, 139.82it/s]
Average Loss = -114.68:  91%|█████████ | 22741/25000 [02:46<00:16, 139.32it/s]
Average Loss = -114.7:  91%|█████████ | 22741/25000 [02:46<00:16, 139.32it/s] 
Average Loss = -114.7:  91%|█████████ | 22741/25000 [02:46<00:16, 139.32it/s]
Average Loss = -114.7:  91%|█████████ | 22756/25000 [02:46<00:16, 139.69it/s]
Average Loss = -114.73:  91%|█████████ | 22756/25000 [02:46<00:16, 139.69it/s]
Average Loss = -114.73:  91%|█████████ | 22756/25000 [02:46<00:16, 139.69it/s]
Average Loss = -114.73:  91%|█████████ | 22770/25000 [02:46<00:15, 139.76it/s]
Average Loss = -114.73:  91%|█████████ | 22770/25000 [02:46<00:15, 139.76it/s]
Average Loss = -114.73:  91%|█████████ | 22770/25000 [02:46<00:15, 139.76it/s]
Average Loss = -114.73:  91%|█████████ | 22770/25000 [02:46<00:15, 139.76it/s]
Average Loss = -114.73:  91%|█████████ | 22770/25000 [02:46<00:15, 139.76it/s]
Average Loss = -114.73:  91%|█████████ | 22784/25000 [02:46<00:15, 139.41it/s]
Average Loss = -114.74:  91%|█████████ | 22784/25000 [02:46<00:15, 139.41it/s]
Average Loss = -114.74:  91%|█████████ | 22784/25000 [02:46<00:15, 139.41it/s]
Average Loss = -114.74:  91%|█████████ | 22799/25000 [02:46<00:15, 139.66it/s]
Average Loss = -114.74:  91%|█████████ | 22799/25000 [02:46<00:15, 139.66it/s]
Average Loss = -114.74:  91%|█████████ | 22799/25000 [02:46<00:15, 139.66it/s]
Average Loss = -114.74:  91%|█████████ | 22799/25000 [02:46<00:15, 139.66it/s]
Average Loss = -114.74:  91%|█████████ | 22799/25000 [02:46<00:15, 139.66it/s]
Average Loss = -114.74:  91%|█████████▏| 22813/25000 [02:46<00:15, 139.38it/s]
Average Loss = -114.76:  91%|█████████▏| 22813/25000 [02:46<00:15, 139.38it/s]
Average Loss = -114.76:  91%|█████████▏| 22813/25000 [02:46<00:15, 139.38it/s]
Average Loss = -114.76:  91%|█████████▏| 22827/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.76:  91%|█████████▏| 22827/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.76:  91%|█████████▏| 22827/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.75:  91%|█████████▏| 22827/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.75:  91%|█████████▏| 22827/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.75:  91%|█████████▏| 22841/25000 [02:46<00:15, 139.54it/s]
Average Loss = -114.74:  91%|█████████▏| 22841/25000 [02:47<00:15, 139.54it/s]
Average Loss = -114.74:  91%|█████████▏| 22841/25000 [02:47<00:15, 139.54it/s]
Average Loss = -114.74:  91%|█████████▏| 22856/25000 [02:47<00:15, 139.85it/s]
Average Loss = -114.74:  91%|█████████▏| 22856/25000 [02:47<00:15, 139.85it/s]
Average Loss = -114.74:  91%|█████████▏| 22856/25000 [02:47<00:15, 139.85it/s]
Average Loss = -114.78:  91%|█████████▏| 22856/25000 [02:47<00:15, 139.85it/s]
Average Loss = -114.78:  91%|█████████▏| 22856/25000 [02:47<00:15, 139.85it/s]
Average Loss = -114.78:  91%|█████████▏| 22871/25000 [02:47<00:15, 139.87it/s]
Average Loss = -114.77:  91%|█████████▏| 22871/25000 [02:47<00:15, 139.87it/s]
Average Loss = -114.77:  91%|█████████▏| 22871/25000 [02:47<00:15, 139.87it/s]
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Average Loss = -114.78:  92%|█████████▏| 22885/25000 [02:47<00:15, 137.55it/s]
Average Loss = -114.78:  92%|█████████▏| 22885/25000 [02:47<00:15, 137.55it/s]
Average Loss = -114.78:  92%|█████████▏| 22899/25000 [02:47<00:15, 138.21it/s]
Average Loss = -114.81:  92%|█████████▏| 22899/25000 [02:47<00:15, 138.21it/s]
Average Loss = -114.81:  92%|█████████▏| 22899/25000 [02:47<00:15, 138.21it/s]
Average Loss = -114.81:  92%|█████████▏| 22899/25000 [02:47<00:15, 138.21it/s]
Average Loss = -114.81:  92%|█████████▏| 22899/25000 [02:47<00:15, 138.21it/s]
Average Loss = -114.81:  92%|█████████▏| 22913/25000 [02:47<00:15, 138.48it/s]
Average Loss = -114.82:  92%|█████████▏| 22913/25000 [02:47<00:15, 138.48it/s]
Average Loss = -114.82:  92%|█████████▏| 22913/25000 [02:47<00:15, 138.48it/s]
Average Loss = -114.82:  92%|█████████▏| 22928/25000 [02:47<00:14, 139.30it/s]
Average Loss = -114.83:  92%|█████████▏| 22928/25000 [02:47<00:14, 139.30it/s]
Average Loss = -114.83:  92%|█████████▏| 22928/25000 [02:47<00:14, 139.30it/s]
Average Loss = -114.84:  92%|█████████▏| 22928/25000 [02:47<00:14, 139.30it/s]
Average Loss = -114.84:  92%|█████████▏| 22928/25000 [02:47<00:14, 139.30it/s]
Average Loss = -114.84:  92%|█████████▏| 22942/25000 [02:47<00:14, 139.12it/s]
Average Loss = -114.85:  92%|█████████▏| 22942/25000 [02:47<00:14, 139.12it/s]
Average Loss = -114.85:  92%|█████████▏| 22942/25000 [02:47<00:14, 139.12it/s]
Average Loss = -114.85:  92%|█████████▏| 22956/25000 [02:47<00:14, 139.37it/s]
Average Loss = -114.84:  92%|█████████▏| 22956/25000 [02:47<00:14, 139.37it/s]
Average Loss = -114.84:  92%|█████████▏| 22956/25000 [02:47<00:14, 139.37it/s]
Average Loss = -114.84:  92%|█████████▏| 22970/25000 [02:47<00:14, 139.53it/s]
Average Loss = -114.83:  92%|█████████▏| 22970/25000 [02:47<00:14, 139.53it/s]
Average Loss = -114.83:  92%|█████████▏| 22970/25000 [02:47<00:14, 139.53it/s]
Average Loss = -114.83:  92%|█████████▏| 22970/25000 [02:47<00:14, 139.53it/s]
Average Loss = -114.83:  92%|█████████▏| 22970/25000 [02:47<00:14, 139.53it/s]
Average Loss = -114.83:  92%|█████████▏| 22985/25000 [02:48<00:14, 139.73it/s]
Average Loss = -114.81:  92%|█████████▏| 22985/25000 [02:48<00:14, 139.73it/s]
Average Loss = -114.81:  92%|█████████▏| 22985/25000 [02:48<00:14, 139.73it/s]
Average Loss = -114.81:  92%|█████████▏| 23000/25000 [02:48<00:14, 139.91it/s]
Average Loss = -114.82:  92%|█████████▏| 23000/25000 [02:48<00:14, 139.91it/s]
Average Loss = -114.82:  92%|█████████▏| 23000/25000 [02:48<00:14, 139.91it/s]
Average Loss = -114.82:  92%|█████████▏| 23000/25000 [02:48<00:14, 139.91it/s]
Average Loss = -114.82:  92%|█████████▏| 23000/25000 [02:48<00:14, 139.91it/s]
Average Loss = -114.82:  92%|█████████▏| 23014/25000 [02:48<00:14, 139.50it/s]
Average Loss = -114.82:  92%|█████████▏| 23014/25000 [02:48<00:14, 139.50it/s]
Average Loss = -114.82:  92%|█████████▏| 23014/25000 [02:48<00:14, 139.50it/s]
Average Loss = -114.82:  92%|█████████▏| 23028/25000 [02:48<00:14, 139.61it/s]
Average Loss = -114.81:  92%|█████████▏| 23028/25000 [02:48<00:14, 139.61it/s]
Average Loss = -114.81:  92%|█████████▏| 23028/25000 [02:48<00:14, 139.61it/s]
Average Loss = -114.81:  92%|█████████▏| 23028/25000 [02:48<00:14, 139.61it/s]
Average Loss = -114.81:  92%|█████████▏| 23028/25000 [02:48<00:14, 139.61it/s]
Average Loss = -114.81:  92%|█████████▏| 23042/25000 [02:48<00:14, 139.35it/s]
Average Loss = -114.79:  92%|█████████▏| 23042/25000 [02:48<00:14, 139.35it/s]
Average Loss = -114.79:  92%|█████████▏| 23042/25000 [02:48<00:14, 139.35it/s]
Average Loss = -114.79:  92%|█████████▏| 23056/25000 [02:48<00:13, 139.48it/s]
Average Loss = -114.79:  92%|█████████▏| 23056/25000 [02:48<00:13, 139.48it/s]
Average Loss = -114.79:  92%|█████████▏| 23056/25000 [02:48<00:13, 139.48it/s]
Average Loss = -114.77:  92%|█████████▏| 23056/25000 [02:48<00:13, 139.48it/s]
Average Loss = -114.77:  92%|█████████▏| 23056/25000 [02:48<00:13, 139.48it/s]
Average Loss = -114.77:  92%|█████████▏| 23071/25000 [02:48<00:13, 139.57it/s]
Average Loss = -114.76:  92%|█████████▏| 23071/25000 [02:48<00:13, 139.57it/s]
Average Loss = -114.76:  92%|█████████▏| 23071/25000 [02:48<00:13, 139.57it/s]
Average Loss = -114.76:  92%|█████████▏| 23086/25000 [02:48<00:13, 139.90it/s]
Average Loss = -114.8:  92%|█████████▏| 23086/25000 [02:48<00:13, 139.90it/s] 
Average Loss = -114.8:  92%|█████████▏| 23086/25000 [02:48<00:13, 139.90it/s]
Average Loss = -114.8:  92%|█████████▏| 23100/25000 [02:48<00:13, 139.92it/s]
Average Loss = -114.8:  92%|█████████▏| 23100/25000 [02:48<00:13, 139.92it/s]
Average Loss = -114.8:  92%|█████████▏| 23100/25000 [02:48<00:13, 139.92it/s]
Average Loss = -114.81:  92%|█████████▏| 23100/25000 [02:48<00:13, 139.92it/s]
Average Loss = -114.81:  92%|█████████▏| 23100/25000 [02:48<00:13, 139.92it/s]
Average Loss = -114.81:  92%|█████████▏| 23114/25000 [02:48<00:13, 139.59it/s]
Average Loss = -114.79:  92%|█████████▏| 23114/25000 [02:49<00:13, 139.59it/s]
Average Loss = -114.79:  92%|█████████▏| 23114/25000 [02:49<00:13, 139.59it/s]
Average Loss = -114.79:  93%|█████████▎| 23128/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.79:  93%|█████████▎| 23128/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.79:  93%|█████████▎| 23128/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.76:  93%|█████████▎| 23128/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.76:  93%|█████████▎| 23128/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.76:  93%|█████████▎| 23142/25000 [02:49<00:13, 139.41it/s]
Average Loss = -114.75:  93%|█████████▎| 23142/25000 [02:49<00:13, 139.41it/s]
Average Loss = -114.75:  93%|█████████▎| 23142/25000 [02:49<00:13, 139.41it/s]
Average Loss = -114.75:  93%|█████████▎| 23156/25000 [02:49<00:13, 139.58it/s]
Average Loss = -114.73:  93%|█████████▎| 23156/25000 [02:49<00:13, 139.58it/s]
Average Loss = -114.73:  93%|█████████▎| 23156/25000 [02:49<00:13, 139.58it/s]
Average Loss = -114.73:  93%|█████████▎| 23170/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.74:  93%|█████████▎| 23170/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.74:  93%|█████████▎| 23170/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.75:  93%|█████████▎| 23170/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.75:  93%|█████████▎| 23170/25000 [02:49<00:13, 139.65it/s]
Average Loss = -114.75:  93%|█████████▎| 23184/25000 [02:49<00:13, 139.49it/s]
Average Loss = -114.74:  93%|█████████▎| 23184/25000 [02:49<00:13, 139.49it/s]
Average Loss = -114.74:  93%|█████████▎| 23184/25000 [02:49<00:13, 139.49it/s]
Average Loss = -114.74:  93%|█████████▎| 23199/25000 [02:49<00:12, 139.92it/s]
Average Loss = -114.74:  93%|█████████▎| 23199/25000 [02:49<00:12, 139.92it/s]
Average Loss = -114.74:  93%|█████████▎| 23199/25000 [02:49<00:12, 139.92it/s]
Average Loss = -114.75:  93%|█████████▎| 23199/25000 [02:49<00:12, 139.92it/s]
Average Loss = -114.75:  93%|█████████▎| 23199/25000 [02:49<00:12, 139.92it/s]
Average Loss = -114.75:  93%|█████████▎| 23213/25000 [02:49<00:12, 139.66it/s]
Average Loss = -114.74:  93%|█████████▎| 23213/25000 [02:49<00:12, 139.66it/s]
Average Loss = -114.74:  93%|█████████▎| 23213/25000 [02:49<00:12, 139.66it/s]
Average Loss = -114.74:  93%|█████████▎| 23228/25000 [02:49<00:12, 140.14it/s]
Average Loss = -114.75:  93%|█████████▎| 23228/25000 [02:49<00:12, 140.14it/s]
Average Loss = -114.75:  93%|█████████▎| 23228/25000 [02:49<00:12, 140.14it/s]
Average Loss = -114.76:  93%|█████████▎| 23228/25000 [02:49<00:12, 140.14it/s]
Average Loss = -114.76:  93%|█████████▎| 23228/25000 [02:49<00:12, 140.14it/s]
Average Loss = -114.76:  93%|█████████▎| 23243/25000 [02:49<00:12, 139.86it/s]
Average Loss = -114.76:  93%|█████████▎| 23243/25000 [02:49<00:12, 139.86it/s]
Average Loss = -114.76:  93%|█████████▎| 23243/25000 [02:49<00:12, 139.86it/s]
Average Loss = -114.76:  93%|█████████▎| 23258/25000 [02:49<00:12, 140.22it/s]
Average Loss = -114.74:  93%|█████████▎| 23258/25000 [02:50<00:12, 140.22it/s]
Average Loss = -114.74:  93%|█████████▎| 23258/25000 [02:50<00:12, 140.22it/s]
Average Loss = -114.75:  93%|█████████▎| 23258/25000 [02:50<00:12, 140.22it/s]
Average Loss = -114.75:  93%|█████████▎| 23258/25000 [02:50<00:12, 140.22it/s]
Average Loss = -114.75:  93%|█████████▎| 23273/25000 [02:50<00:12, 139.57it/s]
Average Loss = -114.74:  93%|█████████▎| 23273/25000 [02:50<00:12, 139.57it/s]
Average Loss = -114.74:  93%|█████████▎| 23273/25000 [02:50<00:12, 139.57it/s]
Average Loss = -114.74:  93%|█████████▎| 23287/25000 [02:50<00:12, 139.64it/s]
Average Loss = -114.82:  93%|█████████▎| 23287/25000 [02:50<00:12, 139.64it/s]
Average Loss = -114.82:  93%|█████████▎| 23287/25000 [02:50<00:12, 139.64it/s]
Average Loss = -114.82:  93%|█████████▎| 23287/25000 [02:50<00:12, 139.64it/s]
Average Loss = -114.82:  93%|█████████▎| 23287/25000 [02:50<00:12, 139.64it/s]
Average Loss = -114.82:  93%|█████████▎| 23301/25000 [02:50<00:12, 138.72it/s]
Average Loss = -114.83:  93%|█████████▎| 23301/25000 [02:50<00:12, 138.72it/s]
Average Loss = -114.83:  93%|█████████▎| 23301/25000 [02:50<00:12, 138.72it/s]
Average Loss = -114.83:  93%|█████████▎| 23316/25000 [02:50<00:12, 139.29it/s]
Average Loss = -114.88:  93%|█████████▎| 23316/25000 [02:50<00:12, 139.29it/s]
Average Loss = -114.88:  93%|█████████▎| 23316/25000 [02:50<00:12, 139.29it/s]
Average Loss = -114.88:  93%|█████████▎| 23330/25000 [02:50<00:11, 139.48it/s]
Average Loss = -114.89:  93%|█████████▎| 23330/25000 [02:50<00:11, 139.48it/s]
Average Loss = -114.89:  93%|█████████▎| 23330/25000 [02:50<00:11, 139.48it/s]
Average Loss = -114.92:  93%|█████████▎| 23330/25000 [02:50<00:11, 139.48it/s]
Average Loss = -114.92:  93%|█████████▎| 23330/25000 [02:50<00:11, 139.48it/s]
Average Loss = -114.92:  93%|█████████▎| 23344/25000 [02:50<00:11, 139.22it/s]
Average Loss = -114.91:  93%|█████████▎| 23344/25000 [02:50<00:11, 139.22it/s]
Average Loss = -114.91:  93%|█████████▎| 23344/25000 [02:50<00:11, 139.22it/s]
Average Loss = -114.91:  93%|█████████▎| 23358/25000 [02:50<00:11, 139.15it/s]
Average Loss = -114.93:  93%|█████████▎| 23358/25000 [02:50<00:11, 139.15it/s]
Average Loss = -114.93:  93%|█████████▎| 23358/25000 [02:50<00:11, 139.15it/s]
Average Loss = -114.93:  93%|█████████▎| 23358/25000 [02:50<00:11, 139.15it/s]
Average Loss = -114.93:  93%|█████████▎| 23358/25000 [02:50<00:11, 139.15it/s]
Average Loss = -114.93:  93%|█████████▎| 23372/25000 [02:50<00:11, 139.38it/s]
Average Loss = -114.94:  93%|█████████▎| 23372/25000 [02:50<00:11, 139.38it/s]
Average Loss = -114.94:  93%|█████████▎| 23372/25000 [02:50<00:11, 139.38it/s]
Average Loss = -114.94:  94%|█████████▎| 23386/25000 [02:50<00:11, 139.51it/s]
Average Loss = -114.91:  94%|█████████▎| 23386/25000 [02:50<00:11, 139.51it/s]
Average Loss = -114.91:  94%|█████████▎| 23386/25000 [02:50<00:11, 139.51it/s]
Average Loss = -114.91:  94%|█████████▎| 23400/25000 [02:51<00:11, 139.59it/s]
Average Loss = -114.92:  94%|█████████▎| 23400/25000 [02:51<00:11, 139.59it/s]
Average Loss = -114.92:  94%|█████████▎| 23400/25000 [02:51<00:11, 139.59it/s]
Average Loss = -114.92:  94%|█████████▎| 23400/25000 [02:51<00:11, 139.59it/s]
Average Loss = -114.92:  94%|█████████▎| 23400/25000 [02:51<00:11, 139.59it/s]
Average Loss = -114.92:  94%|█████████▎| 23414/25000 [02:51<00:11, 139.44it/s]
Average Loss = -114.9:  94%|█████████▎| 23414/25000 [02:51<00:11, 139.44it/s] 
Average Loss = -114.9:  94%|█████████▎| 23414/25000 [02:51<00:11, 139.44it/s]
Average Loss = -114.9:  94%|█████████▎| 23428/25000 [02:51<00:11, 139.53it/s]
Average Loss = -114.88:  94%|█████████▎| 23428/25000 [02:51<00:11, 139.53it/s]
Average Loss = -114.88:  94%|█████████▎| 23428/25000 [02:51<00:11, 139.53it/s]
Average Loss = -114.85:  94%|█████████▎| 23428/25000 [02:51<00:11, 139.53it/s]
Average Loss = -114.85:  94%|█████████▎| 23428/25000 [02:51<00:11, 139.53it/s]
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Average Loss = -114.83:  94%|█████████▍| 23442/25000 [02:51<00:11, 139.26it/s]
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Average Loss = -114.83:  94%|█████████▍| 23456/25000 [02:51<00:11, 139.42it/s]
Average Loss = -114.83:  94%|█████████▍| 23456/25000 [02:51<00:11, 139.42it/s]
Average Loss = -114.85:  94%|█████████▍| 23456/25000 [02:51<00:11, 139.42it/s]
Average Loss = -114.85:  94%|█████████▍| 23456/25000 [02:51<00:11, 139.42it/s]
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Average Loss = -114.85:  94%|█████████▍| 23471/25000 [02:51<00:10, 139.56it/s]
Average Loss = -114.85:  94%|█████████▍| 23471/25000 [02:51<00:10, 139.56it/s]
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Average Loss = -114.85:  94%|█████████▍| 23485/25000 [02:51<00:10, 139.41it/s]
Average Loss = -114.85:  94%|█████████▍| 23485/25000 [02:51<00:10, 139.41it/s]
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Average Loss = -114.86:  94%|█████████▍| 23500/25000 [02:51<00:10, 139.66it/s]
Average Loss = -114.86:  94%|█████████▍| 23500/25000 [02:51<00:10, 139.66it/s]
Average Loss = -114.88:  94%|█████████▍| 23500/25000 [02:51<00:10, 139.66it/s]
Average Loss = -114.88:  94%|█████████▍| 23500/25000 [02:51<00:10, 139.66it/s]
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Average Loss = -114.87:  94%|█████████▍| 23514/25000 [02:51<00:10, 139.45it/s]
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Average Loss = -114.87:  94%|█████████▍| 23529/25000 [02:51<00:10, 139.91it/s]
Average Loss = -114.87:  94%|█████████▍| 23529/25000 [02:51<00:10, 139.91it/s]
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Average Loss = -114.9:  94%|█████████▍| 23543/25000 [02:52<00:10, 139.58it/s] 
Average Loss = -114.9:  94%|█████████▍| 23543/25000 [02:52<00:10, 139.58it/s]
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Average Loss = -114.92:  94%|█████████▍| 23557/25000 [02:52<00:10, 139.53it/s]
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Average Loss = -114.9:  94%|█████████▍| 23600/25000 [02:52<00:10, 138.71it/s]
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Average Loss = -114.9:  94%|█████████▍| 23614/25000 [02:52<00:09, 139.07it/s]
Average Loss = -114.91:  94%|█████████▍| 23614/25000 [02:52<00:09, 139.07it/s]
Average Loss = -114.91:  94%|█████████▍| 23614/25000 [02:52<00:09, 139.07it/s]
Average Loss = -114.91:  95%|█████████▍| 23628/25000 [02:52<00:09, 139.31it/s]
Average Loss = -114.9:  95%|█████████▍| 23628/25000 [02:52<00:09, 139.31it/s] 
Average Loss = -114.9:  95%|█████████▍| 23628/25000 [02:52<00:09, 139.31it/s]
Average Loss = -114.89:  95%|█████████▍| 23628/25000 [02:52<00:09, 139.31it/s]
Average Loss = -114.89:  95%|█████████▍| 23628/25000 [02:52<00:09, 139.31it/s]
Average Loss = -114.89:  95%|█████████▍| 23642/25000 [02:52<00:09, 139.25it/s]
Average Loss = -114.87:  95%|█████████▍| 23642/25000 [02:52<00:09, 139.25it/s]
Average Loss = -114.87:  95%|█████████▍| 23642/25000 [02:52<00:09, 139.25it/s]
Average Loss = -114.87:  95%|█████████▍| 23657/25000 [02:52<00:09, 139.80it/s]
Average Loss = -114.87:  95%|█████████▍| 23657/25000 [02:52<00:09, 139.80it/s]
Average Loss = -114.87:  95%|█████████▍| 23657/25000 [02:52<00:09, 139.80it/s]
Average Loss = -114.9:  95%|█████████▍| 23657/25000 [02:52<00:09, 139.80it/s] 
Average Loss = -114.9:  95%|█████████▍| 23657/25000 [02:52<00:09, 139.80it/s]
Average Loss = -114.9:  95%|█████████▍| 23671/25000 [02:52<00:09, 139.74it/s]
Average Loss = -114.9:  95%|█████████▍| 23671/25000 [02:53<00:09, 139.74it/s]
Average Loss = -114.9:  95%|█████████▍| 23671/25000 [02:53<00:09, 139.74it/s]
Average Loss = -114.9:  95%|█████████▍| 23685/25000 [02:53<00:09, 139.70it/s]
Average Loss = -114.89:  95%|█████████▍| 23685/25000 [02:53<00:09, 139.70it/s]
Average Loss = -114.89:  95%|█████████▍| 23685/25000 [02:53<00:09, 139.70it/s]
Average Loss = -114.89:  95%|█████████▍| 23700/25000 [02:53<00:09, 139.90it/s]
Average Loss = -114.88:  95%|█████████▍| 23700/25000 [02:53<00:09, 139.90it/s]
Average Loss = -114.88:  95%|█████████▍| 23700/25000 [02:53<00:09, 139.90it/s]
Average Loss = -114.88:  95%|█████████▍| 23700/25000 [02:53<00:09, 139.90it/s]
Average Loss = -114.88:  95%|█████████▍| 23700/25000 [02:53<00:09, 139.90it/s]
Average Loss = -114.88:  95%|█████████▍| 23714/25000 [02:53<00:09, 139.83it/s]
Average Loss = -114.89:  95%|█████████▍| 23714/25000 [02:53<00:09, 139.83it/s]
Average Loss = -114.89:  95%|█████████▍| 23714/25000 [02:53<00:09, 139.83it/s]
Average Loss = -114.89:  95%|█████████▍| 23729/25000 [02:53<00:09, 140.22it/s]
Average Loss = -114.91:  95%|█████████▍| 23729/25000 [02:53<00:09, 140.22it/s]
Average Loss = -114.91:  95%|█████████▍| 23729/25000 [02:53<00:09, 140.22it/s]
Average Loss = -114.93:  95%|█████████▍| 23729/25000 [02:53<00:09, 140.22it/s]
Average Loss = -114.93:  95%|█████████▍| 23729/25000 [02:53<00:09, 140.22it/s]
Average Loss = -114.93:  95%|█████████▍| 23744/25000 [02:53<00:08, 139.80it/s]
Average Loss = -114.92:  95%|█████████▍| 23744/25000 [02:53<00:08, 139.80it/s]
Average Loss = -114.92:  95%|█████████▍| 23744/25000 [02:53<00:08, 139.80it/s]
Average Loss = -114.92:  95%|█████████▌| 23759/25000 [02:53<00:08, 139.96it/s]
Average Loss = -114.92:  95%|█████████▌| 23759/25000 [02:53<00:08, 139.96it/s]
Average Loss = -114.92:  95%|█████████▌| 23759/25000 [02:53<00:08, 139.96it/s]
Average Loss = -114.91:  95%|█████████▌| 23759/25000 [02:53<00:08, 139.96it/s]
Average Loss = -114.91:  95%|█████████▌| 23759/25000 [02:53<00:08, 139.96it/s]
Average Loss = -114.91:  95%|█████████▌| 23773/25000 [02:53<00:08, 139.53it/s]
Average Loss = -114.91:  95%|█████████▌| 23773/25000 [02:53<00:08, 139.53it/s]
Average Loss = -114.91:  95%|█████████▌| 23773/25000 [02:53<00:08, 139.53it/s]
Average Loss = -114.91:  95%|█████████▌| 23787/25000 [02:53<00:08, 139.66it/s]
Average Loss = -114.91:  95%|█████████▌| 23787/25000 [02:53<00:08, 139.66it/s]
Average Loss = -114.91:  95%|█████████▌| 23787/25000 [02:53<00:08, 139.66it/s]
Average Loss = -114.91:  95%|█████████▌| 23787/25000 [02:53<00:08, 139.66it/s]
Average Loss = -114.91:  95%|█████████▌| 23787/25000 [02:53<00:08, 139.66it/s]
Average Loss = -114.91:  95%|█████████▌| 23801/25000 [02:53<00:08, 139.62it/s]
Average Loss = -114.91:  95%|█████████▌| 23801/25000 [02:53<00:08, 139.62it/s]
Average Loss = -114.91:  95%|█████████▌| 23801/25000 [02:53<00:08, 139.62it/s]
Average Loss = -114.91:  95%|█████████▌| 23816/25000 [02:53<00:08, 139.95it/s]
Average Loss = -114.91:  95%|█████████▌| 23816/25000 [02:54<00:08, 139.95it/s]
Average Loss = -114.91:  95%|█████████▌| 23816/25000 [02:54<00:08, 139.95it/s]
Average Loss = -114.91:  95%|█████████▌| 23830/25000 [02:54<00:08, 139.96it/s]
Average Loss = -114.91:  95%|█████████▌| 23830/25000 [02:54<00:08, 139.96it/s]
Average Loss = -114.91:  95%|█████████▌| 23830/25000 [02:54<00:08, 139.96it/s]
Average Loss = -114.89:  95%|█████████▌| 23830/25000 [02:54<00:08, 139.96it/s]
Average Loss = -114.89:  95%|█████████▌| 23830/25000 [02:54<00:08, 139.96it/s]
Average Loss = -114.89:  95%|█████████▌| 23844/25000 [02:54<00:08, 139.52it/s]
Average Loss = -114.9:  95%|█████████▌| 23844/25000 [02:54<00:08, 139.52it/s] 
Average Loss = -114.9:  95%|█████████▌| 23844/25000 [02:54<00:08, 139.52it/s]
Average Loss = -114.9:  95%|█████████▌| 23858/25000 [02:54<00:08, 139.25it/s]
Average Loss = -114.9:  95%|█████████▌| 23858/25000 [02:54<00:08, 139.25it/s]
Average Loss = -114.9:  95%|█████████▌| 23858/25000 [02:54<00:08, 139.25it/s]
Average Loss = -114.89:  95%|█████████▌| 23858/25000 [02:54<00:08, 139.25it/s]
Average Loss = -114.89:  95%|█████████▌| 23858/25000 [02:54<00:08, 139.25it/s]
Average Loss = -114.89:  95%|█████████▌| 23872/25000 [02:54<00:08, 139.21it/s]
Average Loss = -114.91:  95%|█████████▌| 23872/25000 [02:54<00:08, 139.21it/s]
Average Loss = -114.91:  95%|█████████▌| 23872/25000 [02:54<00:08, 139.21it/s]
Average Loss = -114.91:  96%|█████████▌| 23887/25000 [02:54<00:07, 139.76it/s]
Average Loss = -114.9:  96%|█████████▌| 23887/25000 [02:54<00:07, 139.76it/s] 
Average Loss = -114.9:  96%|█████████▌| 23887/25000 [02:54<00:07, 139.76it/s]
Average Loss = -114.89:  96%|█████████▌| 23887/25000 [02:54<00:07, 139.76it/s]
Average Loss = -114.89:  96%|█████████▌| 23887/25000 [02:54<00:07, 139.76it/s]
Average Loss = -114.89:  96%|█████████▌| 23901/25000 [02:54<00:07, 138.03it/s]
Average Loss = -114.89:  96%|█████████▌| 23901/25000 [02:54<00:07, 138.03it/s]
Average Loss = -114.89:  96%|█████████▌| 23901/25000 [02:54<00:07, 138.03it/s]
Average Loss = -114.89:  96%|█████████▌| 23915/25000 [02:54<00:07, 138.39it/s]
Average Loss = -114.89:  96%|█████████▌| 23915/25000 [02:54<00:07, 138.39it/s]
Average Loss = -114.89:  96%|█████████▌| 23915/25000 [02:54<00:07, 138.39it/s]
Average Loss = -114.89:  96%|█████████▌| 23929/25000 [02:54<00:07, 138.81it/s]
Average Loss = -114.88:  96%|█████████▌| 23929/25000 [02:54<00:07, 138.81it/s]
Average Loss = -114.88:  96%|█████████▌| 23929/25000 [02:54<00:07, 138.81it/s]
Average Loss = -114.88:  96%|█████████▌| 23929/25000 [02:54<00:07, 138.81it/s]
Average Loss = -114.88:  96%|█████████▌| 23929/25000 [02:54<00:07, 138.81it/s]
Average Loss = -114.88:  96%|█████████▌| 23943/25000 [02:54<00:07, 138.88it/s]
Average Loss = -114.9:  96%|█████████▌| 23943/25000 [02:54<00:07, 138.88it/s] 
Average Loss = -114.9:  96%|█████████▌| 23943/25000 [02:54<00:07, 138.88it/s]
Average Loss = -114.9:  96%|█████████▌| 23958/25000 [02:55<00:07, 139.29it/s]
Average Loss = -114.91:  96%|█████████▌| 23958/25000 [02:55<00:07, 139.29it/s]
Average Loss = -114.91:  96%|█████████▌| 23958/25000 [02:55<00:07, 139.29it/s]
Average Loss = -114.93:  96%|█████████▌| 23958/25000 [02:55<00:07, 139.29it/s]
Average Loss = -114.93:  96%|█████████▌| 23958/25000 [02:55<00:07, 139.29it/s]
Average Loss = -114.93:  96%|█████████▌| 23972/25000 [02:55<00:07, 139.10it/s]
Average Loss = -114.93:  96%|█████████▌| 23972/25000 [02:55<00:07, 139.10it/s]
Average Loss = -114.93:  96%|█████████▌| 23972/25000 [02:55<00:07, 139.10it/s]
Average Loss = -114.93:  96%|█████████▌| 23986/25000 [02:55<00:07, 139.27it/s]
Average Loss = -114.95:  96%|█████████▌| 23986/25000 [02:55<00:07, 139.27it/s]
Average Loss = -114.95:  96%|█████████▌| 23986/25000 [02:55<00:07, 139.27it/s]
Average Loss = -114.95:  96%|█████████▌| 24000/25000 [02:55<00:07, 139.47it/s]
Average Loss = -114.94:  96%|█████████▌| 24000/25000 [02:55<00:07, 139.47it/s]
Average Loss = -114.94:  96%|█████████▌| 24000/25000 [02:55<00:07, 139.47it/s]
Average Loss = -114.96:  96%|█████████▌| 24000/25000 [02:55<00:07, 139.47it/s]
Average Loss = -114.96:  96%|█████████▌| 24000/25000 [02:55<00:07, 139.47it/s]
Average Loss = -114.96:  96%|█████████▌| 24014/25000 [02:55<00:07, 139.20it/s]
Average Loss = -114.96:  96%|█████████▌| 24014/25000 [02:55<00:07, 139.20it/s]
Average Loss = -114.96:  96%|█████████▌| 24014/25000 [02:55<00:07, 139.20it/s]
Average Loss = -114.96:  96%|█████████▌| 24028/25000 [02:55<00:06, 139.42it/s]
Average Loss = -114.98:  96%|█████████▌| 24028/25000 [02:55<00:06, 139.42it/s]
Average Loss = -114.98:  96%|█████████▌| 24028/25000 [02:55<00:06, 139.42it/s]
Average Loss = -114.97:  96%|█████████▌| 24028/25000 [02:55<00:06, 139.42it/s]
Average Loss = -114.97:  96%|█████████▌| 24028/25000 [02:55<00:06, 139.42it/s]
Average Loss = -114.97:  96%|█████████▌| 24042/25000 [02:55<00:06, 139.32it/s]
Average Loss = -114.96:  96%|█████████▌| 24042/25000 [02:55<00:06, 139.32it/s]
Average Loss = -114.96:  96%|█████████▌| 24042/25000 [02:55<00:06, 139.32it/s]
Average Loss = -114.96:  96%|█████████▌| 24057/25000 [02:55<00:06, 139.84it/s]
Average Loss = -114.96:  96%|█████████▌| 24057/25000 [02:55<00:06, 139.84it/s]
Average Loss = -114.96:  96%|█████████▌| 24057/25000 [02:55<00:06, 139.84it/s]
Average Loss = -114.96:  96%|█████████▌| 24057/25000 [02:55<00:06, 139.84it/s]
Average Loss = -114.96:  96%|█████████▌| 24057/25000 [02:55<00:06, 139.84it/s]
Average Loss = -114.96:  96%|█████████▋| 24071/25000 [02:55<00:06, 139.78it/s]
Average Loss = -114.96:  96%|█████████▋| 24071/25000 [02:55<00:06, 139.78it/s]
Average Loss = -114.96:  96%|█████████▋| 24071/25000 [02:55<00:06, 139.78it/s]
Average Loss = -114.96:  96%|█████████▋| 24086/25000 [02:55<00:06, 140.03it/s]
Average Loss = -114.96:  96%|█████████▋| 24086/25000 [02:55<00:06, 140.03it/s]
Average Loss = -114.96:  96%|█████████▋| 24086/25000 [02:55<00:06, 140.03it/s]
Average Loss = -114.93:  96%|█████████▋| 24086/25000 [02:56<00:06, 140.03it/s]
Average Loss = -114.93:  96%|█████████▋| 24086/25000 [02:56<00:06, 140.03it/s]
Average Loss = -114.93:  96%|█████████▋| 24101/25000 [02:56<00:06, 139.93it/s]
Average Loss = -114.9:  96%|█████████▋| 24101/25000 [02:56<00:06, 139.93it/s] 
Average Loss = -114.9:  96%|█████████▋| 24101/25000 [02:56<00:06, 139.93it/s]
Average Loss = -114.9:  96%|█████████▋| 24116/25000 [02:56<00:06, 140.18it/s]
Average Loss = -114.91:  96%|█████████▋| 24116/25000 [02:56<00:06, 140.18it/s]
Average Loss = -114.91:  96%|█████████▋| 24116/25000 [02:56<00:06, 140.18it/s]
Average Loss = -114.93:  96%|█████████▋| 24116/25000 [02:56<00:06, 140.18it/s]
Average Loss = -114.93:  96%|█████████▋| 24116/25000 [02:56<00:06, 140.18it/s]
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Average Loss = -114.96:  97%|█████████▋| 24131/25000 [02:56<00:06, 138.88it/s]
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Average Loss = -114.96:  97%|█████████▋| 24146/25000 [02:56<00:06, 139.36it/s]
Average Loss = -114.96:  97%|█████████▋| 24146/25000 [02:56<00:06, 139.36it/s]
Average Loss = -115:  97%|█████████▋| 24146/25000 [02:56<00:06, 139.36it/s]   
Average Loss = -115:  97%|█████████▋| 24146/25000 [02:56<00:06, 139.36it/s]
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Average Loss = -115.01:  97%|█████████▋| 24161/25000 [02:56<00:06, 139.49it/s]
Average Loss = -115.01:  97%|█████████▋| 24161/25000 [02:56<00:06, 139.49it/s]
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Average Loss = -115.02:  97%|█████████▋| 24176/25000 [02:56<00:05, 139.84it/s]
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Average Loss = -115:  97%|█████████▋| 24191/25000 [02:56<00:05, 139.79it/s]
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Average Loss = -114.98:  97%|█████████▋| 24206/25000 [02:56<00:05, 140.04it/s]
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Average Loss = -115:  97%|█████████▋| 24306/25000 [02:57<00:04, 139.55it/s]
Average Loss = -115:  97%|█████████▋| 24320/25000 [02:57<00:04, 139.61it/s]
Average Loss = -115.01:  97%|█████████▋| 24320/25000 [02:57<00:04, 139.61it/s]
Average Loss = -115.01:  97%|█████████▋| 24320/25000 [02:57<00:04, 139.61it/s]
Average Loss = -115:  97%|█████████▋| 24320/25000 [02:57<00:04, 139.61it/s]   
Average Loss = -115:  97%|█████████▋| 24320/25000 [02:57<00:04, 139.61it/s]
Average Loss = -115:  97%|█████████▋| 24334/25000 [02:57<00:04, 139.45it/s]
Average Loss = -115.01:  97%|█████████▋| 24334/25000 [02:57<00:04, 139.45it/s]
Average Loss = -115.01:  97%|█████████▋| 24334/25000 [02:57<00:04, 139.45it/s]
Average Loss = -115.01:  97%|█████████▋| 24348/25000 [02:57<00:05, 124.73it/s]
Average Loss = -115:  97%|█████████▋| 24348/25000 [02:57<00:05, 124.73it/s]   
Average Loss = -115:  97%|█████████▋| 24348/25000 [02:57<00:05, 124.73it/s]
Average Loss = -115:  97%|█████████▋| 24348/25000 [02:57<00:05, 124.73it/s]
Average Loss = -115:  97%|█████████▋| 24348/25000 [02:57<00:05, 124.73it/s]
Average Loss = -115:  97%|█████████▋| 24361/25000 [02:57<00:05, 118.46it/s]
Average Loss = -114.98:  97%|█████████▋| 24361/25000 [02:58<00:05, 118.46it/s]
Average Loss = -114.98:  97%|█████████▋| 24361/25000 [02:58<00:05, 118.46it/s]
Average Loss = -114.98:  98%|█████████▊| 24376/25000 [02:58<00:05, 124.34it/s]
Average Loss = -114.99:  98%|█████████▊| 24376/25000 [02:58<00:05, 124.34it/s]
Average Loss = -114.99:  98%|█████████▊| 24376/25000 [02:58<00:05, 124.34it/s]
Average Loss = -114.99:  98%|█████████▊| 24389/25000 [02:58<00:05, 116.96it/s]
Average Loss = -114.99:  98%|█████████▊| 24389/25000 [02:58<00:05, 116.96it/s]
Average Loss = -114.99:  98%|█████████▊| 24389/25000 [02:58<00:05, 116.96it/s]
Average Loss = -115.01:  98%|█████████▊| 24389/25000 [02:58<00:05, 116.96it/s]
Average Loss = -115.01:  98%|█████████▊| 24389/25000 [02:58<00:05, 116.96it/s]
Average Loss = -115.01:  98%|█████████▊| 24401/25000 [02:58<00:05, 108.20it/s]
Average Loss = -115:  98%|█████████▊| 24401/25000 [02:58<00:05, 108.20it/s]   
Average Loss = -115:  98%|█████████▊| 24401/25000 [02:58<00:05, 108.20it/s]
Average Loss = -115:  98%|█████████▊| 24413/25000 [02:58<00:05, 102.93it/s]
Average Loss = -115.02:  98%|█████████▊| 24413/25000 [02:58<00:05, 102.93it/s]
Average Loss = -115.02:  98%|█████████▊| 24413/25000 [02:58<00:05, 102.93it/s]
Average Loss = -115.02:  98%|█████████▊| 24424/25000 [02:58<00:05, 100.04it/s]
Average Loss = -115.03:  98%|█████████▊| 24424/25000 [02:58<00:05, 100.04it/s]
Average Loss = -115.03:  98%|█████████▊| 24424/25000 [02:58<00:05, 100.04it/s]
Average Loss = -115.03:  98%|█████████▊| 24435/25000 [02:58<00:05, 97.66it/s] 
Average Loss = -115.05:  98%|█████████▊| 24435/25000 [02:58<00:05, 97.66it/s]
Average Loss = -115.05:  98%|█████████▊| 24435/25000 [02:58<00:05, 97.66it/s]
Average Loss = -115.05:  98%|█████████▊| 24445/25000 [02:58<00:05, 95.84it/s]
Average Loss = -115.07:  98%|█████████▊| 24445/25000 [02:58<00:05, 95.84it/s]
Average Loss = -115.07:  98%|█████████▊| 24445/25000 [02:58<00:05, 95.84it/s]
Average Loss = -115.07:  98%|█████████▊| 24455/25000 [02:58<00:05, 95.20it/s]
Average Loss = -115.06:  98%|█████████▊| 24455/25000 [02:58<00:05, 95.20it/s]
Average Loss = -115.06:  98%|█████████▊| 24455/25000 [02:58<00:05, 95.20it/s]
Average Loss = -115.06:  98%|█████████▊| 24465/25000 [02:59<00:05, 94.35it/s]
Average Loss = -115.06:  98%|█████████▊| 24465/25000 [02:59<00:05, 94.35it/s]
Average Loss = -115.06:  98%|█████████▊| 24465/25000 [02:59<00:05, 94.35it/s]
Average Loss = -115.06:  98%|█████████▊| 24475/25000 [02:59<00:05, 93.45it/s]
Average Loss = -115.06:  98%|█████████▊| 24475/25000 [02:59<00:05, 93.45it/s]
Average Loss = -115.06:  98%|█████████▊| 24475/25000 [02:59<00:05, 93.45it/s]
Average Loss = -115.06:  98%|█████████▊| 24485/25000 [02:59<00:05, 93.15it/s]
Average Loss = -115.06:  98%|█████████▊| 24485/25000 [02:59<00:05, 93.15it/s]
Average Loss = -115.06:  98%|█████████▊| 24485/25000 [02:59<00:05, 93.15it/s]
Average Loss = -115.06:  98%|█████████▊| 24495/25000 [02:59<00:05, 92.76it/s]
Average Loss = -115.05:  98%|█████████▊| 24495/25000 [02:59<00:05, 92.76it/s]
Average Loss = -115.05:  98%|█████████▊| 24495/25000 [02:59<00:05, 92.76it/s]
Average Loss = -115.05:  98%|█████████▊| 24505/25000 [02:59<00:05, 92.65it/s]
Average Loss = -115.05:  98%|█████████▊| 24505/25000 [02:59<00:05, 92.65it/s]
Average Loss = -115.05:  98%|█████████▊| 24505/25000 [02:59<00:05, 92.65it/s]
Average Loss = -115.05:  98%|█████████▊| 24515/25000 [02:59<00:05, 92.73it/s]
Average Loss = -115.06:  98%|█████████▊| 24515/25000 [02:59<00:05, 92.73it/s]
Average Loss = -115.06:  98%|█████████▊| 24515/25000 [02:59<00:05, 92.73it/s]
Average Loss = -115.06:  98%|█████████▊| 24525/25000 [02:59<00:05, 93.43it/s]
Average Loss = -115.05:  98%|█████████▊| 24525/25000 [02:59<00:05, 93.43it/s]
Average Loss = -115.05:  98%|█████████▊| 24525/25000 [02:59<00:05, 93.43it/s]
Average Loss = -115.05:  98%|█████████▊| 24535/25000 [02:59<00:04, 93.55it/s]
Average Loss = -115.05:  98%|█████████▊| 24535/25000 [02:59<00:04, 93.55it/s]
Average Loss = -115.05:  98%|█████████▊| 24535/25000 [02:59<00:04, 93.55it/s]
Average Loss = -115.05:  98%|█████████▊| 24545/25000 [02:59<00:04, 93.63it/s]
Average Loss = -115.06:  98%|█████████▊| 24545/25000 [02:59<00:04, 93.63it/s]
Average Loss = -115.06:  98%|█████████▊| 24545/25000 [02:59<00:04, 93.63it/s]
Average Loss = -115.06:  98%|█████████▊| 24557/25000 [02:59<00:04, 99.81it/s]
Average Loss = -115.07:  98%|█████████▊| 24557/25000 [03:00<00:04, 99.81it/s]
Average Loss = -115.07:  98%|█████████▊| 24557/25000 [03:00<00:04, 99.81it/s]
Average Loss = -115.08:  98%|█████████▊| 24557/25000 [03:00<00:04, 99.81it/s]
Average Loss = -115.08:  98%|█████████▊| 24557/25000 [03:00<00:04, 99.81it/s]
Average Loss = -115.08:  98%|█████████▊| 24571/25000 [03:00<00:03, 108.59it/s]
Average Loss = -115.09:  98%|█████████▊| 24571/25000 [03:00<00:03, 108.59it/s]
Average Loss = -115.09:  98%|█████████▊| 24571/25000 [03:00<00:03, 108.59it/s]
Average Loss = -115.09:  98%|█████████▊| 24585/25000 [03:00<00:03, 115.85it/s]
Average Loss = -115.08:  98%|█████████▊| 24585/25000 [03:00<00:03, 115.85it/s]
Average Loss = -115.08:  98%|█████████▊| 24585/25000 [03:00<00:03, 115.85it/s]
Average Loss = -115.08:  98%|█████████▊| 24599/25000 [03:00<00:03, 120.35it/s]
Average Loss = -115.1:  98%|█████████▊| 24599/25000 [03:00<00:03, 120.35it/s] 
Average Loss = -115.1:  98%|█████████▊| 24599/25000 [03:00<00:03, 120.35it/s]
Average Loss = -115.08:  98%|█████████▊| 24599/25000 [03:00<00:03, 120.35it/s]
Average Loss = -115.08:  98%|█████████▊| 24599/25000 [03:00<00:03, 120.35it/s]
Average Loss = -115.08:  98%|█████████▊| 24613/25000 [03:00<00:03, 124.62it/s]
Average Loss = -115.08:  98%|█████████▊| 24613/25000 [03:00<00:03, 124.62it/s]
Average Loss = -115.08:  98%|█████████▊| 24613/25000 [03:00<00:03, 124.62it/s]
Average Loss = -115.08:  99%|█████████▊| 24627/25000 [03:00<00:02, 128.24it/s]
Average Loss = -115.07:  99%|█████████▊| 24627/25000 [03:00<00:02, 128.24it/s]
Average Loss = -115.07:  99%|█████████▊| 24627/25000 [03:00<00:02, 128.24it/s]
Average Loss = -115.1:  99%|█████████▊| 24627/25000 [03:00<00:02, 128.24it/s] 
Average Loss = -115.1:  99%|█████████▊| 24627/25000 [03:00<00:02, 128.24it/s]
Average Loss = -115.1:  99%|█████████▊| 24641/25000 [03:00<00:02, 130.62it/s]
Average Loss = -115.11:  99%|█████████▊| 24641/25000 [03:00<00:02, 130.62it/s]
Average Loss = -115.11:  99%|█████████▊| 24641/25000 [03:00<00:02, 130.62it/s]
Average Loss = -115.11:  99%|█████████▊| 24655/25000 [03:00<00:02, 132.51it/s]
Average Loss = -115.12:  99%|█████████▊| 24655/25000 [03:00<00:02, 132.51it/s]
Average Loss = -115.12:  99%|█████████▊| 24655/25000 [03:00<00:02, 132.51it/s]
Average Loss = -115.12:  99%|█████████▊| 24669/25000 [03:00<00:02, 133.81it/s]
Average Loss = -115.1:  99%|█████████▊| 24669/25000 [03:00<00:02, 133.81it/s] 
Average Loss = -115.1:  99%|█████████▊| 24669/25000 [03:00<00:02, 133.81it/s]
Average Loss = -115.11:  99%|█████████▊| 24669/25000 [03:00<00:02, 133.81it/s]
Average Loss = -115.11:  99%|█████████▊| 24669/25000 [03:00<00:02, 133.81it/s]
Average Loss = -115.11:  99%|█████████▊| 24683/25000 [03:00<00:02, 134.60it/s]
Average Loss = -115.13:  99%|█████████▊| 24683/25000 [03:00<00:02, 134.60it/s]
Average Loss = -115.13:  99%|█████████▊| 24683/25000 [03:00<00:02, 134.60it/s]
Average Loss = -115.13:  99%|█████████▉| 24697/25000 [03:01<00:02, 135.45it/s]
Average Loss = -115.14:  99%|█████████▉| 24697/25000 [03:01<00:02, 135.45it/s]
Average Loss = -115.14:  99%|█████████▉| 24697/25000 [03:01<00:02, 135.45it/s]
Average Loss = -115.15:  99%|█████████▉| 24697/25000 [03:01<00:02, 135.45it/s]
Average Loss = -115.15:  99%|█████████▉| 24697/25000 [03:01<00:02, 135.45it/s]
Average Loss = -115.15:  99%|█████████▉| 24711/25000 [03:01<00:02, 135.48it/s]
Average Loss = -115.14:  99%|█████████▉| 24711/25000 [03:01<00:02, 135.48it/s]
Average Loss = -115.14:  99%|█████████▉| 24711/25000 [03:01<00:02, 135.48it/s]
Average Loss = -115.14:  99%|█████████▉| 24725/25000 [03:01<00:02, 136.06it/s]
Average Loss = -115.14:  99%|█████████▉| 24725/25000 [03:01<00:02, 136.06it/s]
Average Loss = -115.14:  99%|█████████▉| 24725/25000 [03:01<00:02, 136.06it/s]
Average Loss = -115.14:  99%|█████████▉| 24739/25000 [03:01<00:01, 136.50it/s]
Average Loss = -115.14:  99%|█████████▉| 24739/25000 [03:01<00:01, 136.50it/s]
Average Loss = -115.14:  99%|█████████▉| 24739/25000 [03:01<00:01, 136.50it/s]
Average Loss = -115.13:  99%|█████████▉| 24739/25000 [03:01<00:01, 136.50it/s]
Average Loss = -115.13:  99%|█████████▉| 24739/25000 [03:01<00:01, 136.50it/s]
Average Loss = -115.13:  99%|█████████▉| 24753/25000 [03:01<00:01, 136.65it/s]
Average Loss = -115.11:  99%|█████████▉| 24753/25000 [03:01<00:01, 136.65it/s]
Average Loss = -115.11:  99%|█████████▉| 24753/25000 [03:01<00:01, 136.65it/s]
Average Loss = -115.11:  99%|█████████▉| 24767/25000 [03:01<00:01, 136.91it/s]
Average Loss = -115.12:  99%|█████████▉| 24767/25000 [03:01<00:01, 136.91it/s]
Average Loss = -115.12:  99%|█████████▉| 24767/25000 [03:01<00:01, 136.91it/s]
Average Loss = -115.13:  99%|█████████▉| 24767/25000 [03:01<00:01, 136.91it/s]
Average Loss = -115.13:  99%|█████████▉| 24767/25000 [03:01<00:01, 136.91it/s]
Average Loss = -115.13:  99%|█████████▉| 24781/25000 [03:01<00:01, 136.94it/s]
Average Loss = -115.14:  99%|█████████▉| 24781/25000 [03:01<00:01, 136.94it/s]
Average Loss = -115.14:  99%|█████████▉| 24781/25000 [03:01<00:01, 136.94it/s]
Average Loss = -115.14:  99%|█████████▉| 24795/25000 [03:01<00:01, 137.02it/s]
Average Loss = -115.12:  99%|█████████▉| 24795/25000 [03:01<00:01, 137.02it/s]
Average Loss = -115.12:  99%|█████████▉| 24795/25000 [03:01<00:01, 137.02it/s]
Average Loss = -115.12:  99%|█████████▉| 24809/25000 [03:01<00:01, 137.04it/s]
Average Loss = -115.13:  99%|█████████▉| 24809/25000 [03:01<00:01, 137.04it/s]
Average Loss = -115.13:  99%|█████████▉| 24809/25000 [03:01<00:01, 137.04it/s]
Average Loss = -115.12:  99%|█████████▉| 24809/25000 [03:01<00:01, 137.04it/s]
Average Loss = -115.12:  99%|█████████▉| 24809/25000 [03:01<00:01, 137.04it/s]
Average Loss = -115.12:  99%|█████████▉| 24823/25000 [03:01<00:01, 136.85it/s]
Average Loss = -115.13:  99%|█████████▉| 24823/25000 [03:01<00:01, 136.85it/s]
Average Loss = -115.13:  99%|█████████▉| 24823/25000 [03:01<00:01, 136.85it/s]
Average Loss = -115.13:  99%|█████████▉| 24837/25000 [03:02<00:01, 136.89it/s]
Average Loss = -115.15:  99%|█████████▉| 24837/25000 [03:02<00:01, 136.89it/s]
Average Loss = -115.15:  99%|█████████▉| 24837/25000 [03:02<00:01, 136.89it/s]
Average Loss = -115.14:  99%|█████████▉| 24837/25000 [03:02<00:01, 136.89it/s]
Average Loss = -115.14:  99%|█████████▉| 24837/25000 [03:02<00:01, 136.89it/s]
Average Loss = -115.14:  99%|█████████▉| 24851/25000 [03:02<00:01, 136.60it/s]
Average Loss = -115.14:  99%|█████████▉| 24851/25000 [03:02<00:01, 136.60it/s]
Average Loss = -115.14:  99%|█████████▉| 24851/25000 [03:02<00:01, 136.60it/s]
Average Loss = -115.14:  99%|█████████▉| 24865/25000 [03:02<00:00, 135.94it/s]
Average Loss = -115.12:  99%|█████████▉| 24865/25000 [03:02<00:00, 135.94it/s]
Average Loss = -115.12:  99%|█████████▉| 24865/25000 [03:02<00:00, 135.94it/s]
Average Loss = -115.12: 100%|█████████▉| 24879/25000 [03:02<00:00, 136.39it/s]
Average Loss = -115.12: 100%|█████████▉| 24879/25000 [03:02<00:00, 136.39it/s]
Average Loss = -115.12: 100%|█████████▉| 24879/25000 [03:02<00:00, 136.39it/s]
Average Loss = -115.11: 100%|█████████▉| 24879/25000 [03:02<00:00, 136.39it/s]
Average Loss = -115.11: 100%|█████████▉| 24879/25000 [03:02<00:00, 136.39it/s]
Average Loss = -115.11: 100%|█████████▉| 24893/25000 [03:02<00:00, 136.27it/s]
Average Loss = -115.11: 100%|█████████▉| 24893/25000 [03:02<00:00, 136.27it/s]
Average Loss = -115.11: 100%|█████████▉| 24893/25000 [03:02<00:00, 136.27it/s]
Average Loss = -115.11: 100%|█████████▉| 24907/25000 [03:02<00:00, 136.71it/s]
Average Loss = -115.12: 100%|█████████▉| 24907/25000 [03:02<00:00, 136.71it/s]
Average Loss = -115.12: 100%|█████████▉| 24907/25000 [03:02<00:00, 136.71it/s]
Average Loss = -115.12: 100%|█████████▉| 24907/25000 [03:02<00:00, 136.71it/s]
Average Loss = -115.12: 100%|█████████▉| 24907/25000 [03:02<00:00, 136.71it/s]
Average Loss = -115.12: 100%|█████████▉| 24921/25000 [03:02<00:00, 136.59it/s]
Average Loss = -115.12: 100%|█████████▉| 24921/25000 [03:02<00:00, 136.59it/s]
Average Loss = -115.12: 100%|█████████▉| 24921/25000 [03:02<00:00, 136.59it/s]
Average Loss = -115.12: 100%|█████████▉| 24935/25000 [03:02<00:00, 136.77it/s]
Average Loss = -115.11: 100%|█████████▉| 24935/25000 [03:02<00:00, 136.77it/s]
Average Loss = -115.11: 100%|█████████▉| 24935/25000 [03:02<00:00, 136.77it/s]
Average Loss = -115.11: 100%|█████████▉| 24949/25000 [03:02<00:00, 137.07it/s]
Average Loss = -115.08: 100%|█████████▉| 24949/25000 [03:02<00:00, 137.07it/s]
Average Loss = -115.08: 100%|█████████▉| 24949/25000 [03:02<00:00, 137.07it/s]
Average Loss = -115.05: 100%|█████████▉| 24949/25000 [03:02<00:00, 137.07it/s]
Average Loss = -115.05: 100%|█████████▉| 24949/25000 [03:02<00:00, 137.07it/s]
Average Loss = -115.05: 100%|█████████▉| 24963/25000 [03:02<00:00, 136.82it/s]
Average Loss = -115.05: 100%|█████████▉| 24963/25000 [03:03<00:00, 136.82it/s]
Average Loss = -115.05: 100%|█████████▉| 24963/25000 [03:03<00:00, 136.82it/s]
Average Loss = -115.05: 100%|█████████▉| 24977/25000 [03:03<00:00, 136.90it/s]
Average Loss = -115.05: 100%|█████████▉| 24977/25000 [03:03<00:00, 136.90it/s]
Average Loss = -115.05: 100%|█████████▉| 24977/25000 [03:03<00:00, 136.90it/s]
Average Loss = -115.05: 100%|█████████▉| 24977/25000 [03:03<00:00, 136.90it/s]
Average Loss = -115.05: 100%|█████████▉| 24977/25000 [03:03<00:00, 136.90it/s]
Average Loss = -115.05: 100%|█████████▉| 24991/25000 [03:03<00:00, 137.08it/s]
Average Loss = -115.05: 100%|██████████| 25000/25000 [03:03<00:00, 136.45it/s]
Finished [100%]: Average Loss = -115.05

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------------------------------ Captured log call -------------------------------
INFO     pymc3.variational.inference:inference.py:211 Finished [100%]: Average Loss = -115.05
_____ TestStudentsTProcessRegressorFit.test_advi_fit_returns_correct_model _____

self = <pmlearn.gaussian_process.tests.test_gpr.TestStudentsTProcessRegressorFit object at 0x7f4e3f4f3978>

    def test_advi_fit_returns_correct_model(self):
        # This print statement ensures PyMC3 output won't overwrite
        # the test name
        print('')
        self.advi_stpr.fit(self.X_train, self.y_train,
                           inference_args={"n": 25000})
    
        npt.assert_equal(self.num_pred, self.advi_stpr.num_pred)
        npt.assert_almost_equal(
            self.signal_variance,
            self.advi_stpr.summary['mean']['signal_variance__0'],
            0)
        npt.assert_almost_equal(
            self.length_scale,
            self.advi_stpr.summary['mean']['length_scale__0_0'],
>           0)
E       AssertionError: 
E       Arrays are not almost equal to 0 decimals
E        ACTUAL: 1.0
E        DESIRED: 4.358881842280538

pmlearn/gaussian_process/tests/test_gpr.py:200: AssertionError
----------------------------- Captured stdout call -----------------------------

----------------------------- Captured stderr call -----------------------------

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Average Loss = 683.64:   2%|▏         | 496/25000 [00:09<07:21, 55.55it/s]
Average Loss = 681.95:   2%|▏         | 496/25000 [00:10<07:21, 55.55it/s]
Average Loss = 681.95:   2%|▏         | 496/25000 [00:10<07:21, 55.55it/s]
Average Loss = 681.95:   2%|▏         | 502/25000 [00:10<07:21, 55.46it/s]
Average Loss = 681.95:   2%|▏         | 508/25000 [00:10<07:20, 55.56it/s]
Average Loss = 683.05:   2%|▏         | 508/25000 [00:10<07:20, 55.56it/s]
Average Loss = 683.05:   2%|▏         | 508/25000 [00:10<07:20, 55.56it/s]
Average Loss = 683.05:   2%|▏         | 514/25000 [00:10<07:20, 55.58it/s]
Average Loss = 683.05:   2%|▏         | 520/25000 [00:10<07:20, 55.59it/s]
Average Loss = 680.87:   2%|▏         | 520/25000 [00:10<07:20, 55.59it/s]
Average Loss = 680.87:   2%|▏         | 520/25000 [00:10<07:20, 55.59it/s]
Average Loss = 680.87:   2%|▏         | 526/25000 [00:10<07:20, 55.57it/s]
Average Loss = 680.5:   2%|▏         | 526/25000 [00:10<07:20, 55.57it/s] 
Average Loss = 680.5:   2%|▏         | 526/25000 [00:10<07:20, 55.57it/s]
Average Loss = 680.5:   2%|▏         | 532/25000 [00:10<07:21, 55.47it/s]
Average Loss = 680.5:   2%|▏         | 538/25000 [00:10<07:19, 55.65it/s]
Average Loss = 681.23:   2%|▏         | 538/25000 [00:10<07:19, 55.65it/s]
Average Loss = 681.23:   2%|▏         | 538/25000 [00:10<07:19, 55.65it/s]
Average Loss = 681.23:   2%|▏         | 544/25000 [00:10<07:19, 55.62it/s]
Average Loss = 681.23:   2%|▏         | 550/25000 [00:10<07:19, 55.68it/s]
Average Loss = 679.65:   2%|▏         | 550/25000 [00:10<07:19, 55.68it/s]
Average Loss = 679.65:   2%|▏         | 550/25000 [00:10<07:19, 55.68it/s]
Average Loss = 679.65:   2%|▏         | 556/25000 [00:11<07:20, 55.55it/s]
Average Loss = 678.47:   2%|▏         | 556/25000 [00:11<07:20, 55.55it/s]
Average Loss = 678.47:   2%|▏         | 556/25000 [00:11<07:20, 55.55it/s]
Average Loss = 678.47:   2%|▏         | 562/25000 [00:11<07:20, 55.51it/s]
Average Loss = 678.47:   2%|▏         | 568/25000 [00:11<07:20, 55.52it/s]
Average Loss = 676.23:   2%|▏         | 568/25000 [00:11<07:20, 55.52it/s]
Average Loss = 676.23:   2%|▏         | 568/25000 [00:11<07:20, 55.52it/s]
Average Loss = 676.23:   2%|▏         | 574/25000 [00:11<07:20, 55.43it/s]
Average Loss = 676.23:   2%|▏         | 580/25000 [00:11<07:19, 55.55it/s]
Average Loss = 675.99:   2%|▏         | 580/25000 [00:11<07:19, 55.55it/s]
Average Loss = 675.99:   2%|▏         | 580/25000 [00:11<07:19, 55.55it/s]
Average Loss = 675.99:   2%|▏         | 586/25000 [00:11<07:19, 55.56it/s]
Average Loss = 674.08:   2%|▏         | 586/25000 [00:11<07:19, 55.56it/s]
Average Loss = 674.08:   2%|▏         | 586/25000 [00:11<07:19, 55.56it/s]
Average Loss = 674.08:   2%|▏         | 592/25000 [00:11<07:20, 55.47it/s]
Average Loss = 674.08:   2%|▏         | 598/25000 [00:11<07:19, 55.58it/s]
Average Loss = 672.75:   2%|▏         | 598/25000 [00:11<07:19, 55.58it/s]
Average Loss = 672.75:   2%|▏         | 598/25000 [00:11<07:19, 55.58it/s]
Average Loss = 672.75:   2%|▏         | 604/25000 [00:11<07:19, 55.51it/s]
Average Loss = 672.75:   2%|▏         | 610/25000 [00:12<07:18, 55.59it/s]
Average Loss = 671.81:   2%|▏         | 610/25000 [00:12<07:18, 55.59it/s]
Average Loss = 671.81:   2%|▏         | 610/25000 [00:12<07:18, 55.59it/s]
Average Loss = 671.81:   2%|▏         | 616/25000 [00:12<07:18, 55.57it/s]
Average Loss = 670.95:   2%|▏         | 616/25000 [00:12<07:18, 55.57it/s]
Average Loss = 670.95:   2%|▏         | 616/25000 [00:12<07:18, 55.57it/s]
Average Loss = 670.95:   2%|▏         | 622/25000 [00:12<07:19, 55.48it/s]
Average Loss = 670.95:   3%|▎         | 628/25000 [00:12<07:18, 55.57it/s]
Average Loss = 668.64:   3%|▎         | 628/25000 [00:12<07:18, 55.57it/s]
Average Loss = 668.64:   3%|▎         | 628/25000 [00:12<07:18, 55.57it/s]
Average Loss = 668.64:   3%|▎         | 634/25000 [00:12<07:18, 55.57it/s]
Average Loss = 668.64:   3%|▎         | 640/25000 [00:12<07:18, 55.61it/s]
Average Loss = 667.2:   3%|▎         | 640/25000 [00:12<07:18, 55.61it/s] 
Average Loss = 667.2:   3%|▎         | 640/25000 [00:12<07:18, 55.61it/s]
Average Loss = 667.2:   3%|▎         | 646/25000 [00:12<07:18, 55.55it/s]
Average Loss = 666.91:   3%|▎         | 646/25000 [00:12<07:18, 55.55it/s]
Average Loss = 666.91:   3%|▎         | 646/25000 [00:12<07:18, 55.55it/s]
Average Loss = 666.91:   3%|▎         | 652/25000 [00:12<07:18, 55.50it/s]
Average Loss = 666.91:   3%|▎         | 658/25000 [00:12<07:17, 55.61it/s]
Average Loss = 666.7:   3%|▎         | 658/25000 [00:12<07:17, 55.61it/s] 
Average Loss = 666.7:   3%|▎         | 658/25000 [00:12<07:17, 55.61it/s]
Average Loss = 666.7:   3%|▎         | 664/25000 [00:12<07:17, 55.57it/s]
Average Loss = 666.7:   3%|▎         | 670/25000 [00:13<07:17, 55.57it/s]
Average Loss = 666.57:   3%|▎         | 670/25000 [00:13<07:17, 55.57it/s]
Average Loss = 666.57:   3%|▎         | 670/25000 [00:13<07:17, 55.57it/s]
Average Loss = 666.57:   3%|▎         | 676/25000 [00:13<07:17, 55.54it/s]
Average Loss = 665.93:   3%|▎         | 676/25000 [00:13<07:17, 55.54it/s]
Average Loss = 665.93:   3%|▎         | 676/25000 [00:13<07:17, 55.54it/s]
Average Loss = 665.93:   3%|▎         | 682/25000 [00:13<07:18, 55.50it/s]
Average Loss = 665.93:   3%|▎         | 688/25000 [00:13<07:17, 55.60it/s]
Average Loss = 666.2:   3%|▎         | 688/25000 [00:13<07:17, 55.60it/s] 
Average Loss = 666.2:   3%|▎         | 688/25000 [00:13<07:17, 55.60it/s]
Average Loss = 666.2:   3%|▎         | 694/25000 [00:13<07:17, 55.56it/s]
Average Loss = 666.2:   3%|▎         | 700/25000 [00:13<07:17, 55.59it/s]
Average Loss = 665.61:   3%|▎         | 700/25000 [00:13<07:17, 55.59it/s]
Average Loss = 665.61:   3%|▎         | 700/25000 [00:13<07:17, 55.59it/s]
Average Loss = 665.61:   3%|▎         | 706/25000 [00:13<07:16, 55.62it/s]
Average Loss = 665.44:   3%|▎         | 706/25000 [00:13<07:16, 55.62it/s]
Average Loss = 665.44:   3%|▎         | 706/25000 [00:13<07:16, 55.62it/s]
Average Loss = 665.44:   3%|▎         | 712/25000 [00:13<07:17, 55.46it/s]
Average Loss = 665.44:   3%|▎         | 718/25000 [00:13<07:16, 55.58it/s]
Average Loss = 663.42:   3%|▎         | 718/25000 [00:14<07:16, 55.58it/s]
Average Loss = 663.42:   3%|▎         | 718/25000 [00:14<07:16, 55.58it/s]
Average Loss = 663.42:   3%|▎         | 724/25000 [00:14<07:16, 55.56it/s]
Average Loss = 663.42:   3%|▎         | 730/25000 [00:14<07:16, 55.58it/s]
Average Loss = 664.22:   3%|▎         | 730/25000 [00:14<07:16, 55.58it/s]
Average Loss = 664.22:   3%|▎         | 730/25000 [00:14<07:16, 55.58it/s]
Average Loss = 664.22:   3%|▎         | 736/25000 [00:14<07:16, 55.56it/s]
Average Loss = 664.84:   3%|▎         | 736/25000 [00:14<07:16, 55.56it/s]
Average Loss = 664.84:   3%|▎         | 736/25000 [00:14<07:16, 55.56it/s]
Average Loss = 664.84:   3%|▎         | 742/25000 [00:14<07:19, 55.24it/s]
Average Loss = 664.84:   3%|▎         | 748/25000 [00:14<07:18, 55.34it/s]
Average Loss = 665.25:   3%|▎         | 748/25000 [00:14<07:18, 55.34it/s]
Average Loss = 665.25:   3%|▎         | 748/25000 [00:14<07:18, 55.34it/s]
Average Loss = 665.25:   3%|▎         | 754/25000 [00:14<07:17, 55.36it/s]
Average Loss = 665.25:   3%|▎         | 760/25000 [00:14<07:17, 55.45it/s]
Average Loss = 665.76:   3%|▎         | 760/25000 [00:14<07:17, 55.45it/s]
Average Loss = 665.76:   3%|▎         | 760/25000 [00:14<07:17, 55.45it/s]
Average Loss = 665.76:   3%|▎         | 766/25000 [00:14<07:17, 55.45it/s]
Average Loss = 666.81:   3%|▎         | 766/25000 [00:14<07:17, 55.45it/s]
Average Loss = 666.81:   3%|▎         | 766/25000 [00:14<07:17, 55.45it/s]
Average Loss = 666.81:   3%|▎         | 772/25000 [00:14<07:16, 55.50it/s]
Average Loss = 666.81:   3%|▎         | 778/25000 [00:15<07:15, 55.58it/s]
Average Loss = 667.13:   3%|▎         | 778/25000 [00:15<07:15, 55.58it/s]
Average Loss = 667.13:   3%|▎         | 778/25000 [00:15<07:15, 55.58it/s]
Average Loss = 667.13:   3%|▎         | 784/25000 [00:15<07:16, 55.50it/s]
Average Loss = 667.13:   3%|▎         | 790/25000 [00:15<07:15, 55.58it/s]
Average Loss = 667.2:   3%|▎         | 790/25000 [00:15<07:15, 55.58it/s] 
Average Loss = 667.2:   3%|▎         | 790/25000 [00:15<07:15, 55.58it/s]
Average Loss = 667.2:   3%|▎         | 796/25000 [00:15<07:15, 55.56it/s]
Average Loss = 667.61:   3%|▎         | 796/25000 [00:15<07:15, 55.56it/s]
Average Loss = 667.61:   3%|▎         | 796/25000 [00:15<07:15, 55.56it/s]
Average Loss = 667.61:   3%|▎         | 802/25000 [00:15<07:15, 55.52it/s]
Average Loss = 667.61:   3%|▎         | 808/25000 [00:15<07:15, 55.58it/s]
Average Loss = 666.27:   3%|▎         | 808/25000 [00:15<07:15, 55.58it/s]
Average Loss = 666.27:   3%|▎         | 808/25000 [00:15<07:15, 55.58it/s]
Average Loss = 666.27:   3%|▎         | 814/25000 [00:15<07:15, 55.50it/s]
Average Loss = 666.27:   3%|▎         | 820/25000 [00:15<07:14, 55.60it/s]
Average Loss = 665.35:   3%|▎         | 820/25000 [00:15<07:14, 55.60it/s]
Average Loss = 665.35:   3%|▎         | 820/25000 [00:15<07:14, 55.60it/s]
Average Loss = 665.35:   3%|▎         | 826/25000 [00:15<07:15, 55.57it/s]
Average Loss = 664.33:   3%|▎         | 826/25000 [00:15<07:15, 55.57it/s]
Average Loss = 664.33:   3%|▎         | 826/25000 [00:15<07:15, 55.57it/s]
Average Loss = 664.33:   3%|▎         | 832/25000 [00:16<07:15, 55.53it/s]
Average Loss = 664.33:   3%|▎         | 838/25000 [00:16<07:14, 55.58it/s]
Average Loss = 662.82:   3%|▎         | 838/25000 [00:16<07:14, 55.58it/s]
Average Loss = 662.82:   3%|▎         | 838/25000 [00:16<07:14, 55.58it/s]
Average Loss = 662.82:   3%|▎         | 844/25000 [00:16<07:15, 55.52it/s]
Average Loss = 662.82:   3%|▎         | 850/25000 [00:16<07:14, 55.56it/s]
Average Loss = 662.91:   3%|▎         | 850/25000 [00:16<07:14, 55.56it/s]
Average Loss = 662.91:   3%|▎         | 850/25000 [00:16<07:14, 55.56it/s]
Average Loss = 662.91:   3%|▎         | 856/25000 [00:16<07:15, 55.40it/s]
Average Loss = 661.76:   3%|▎         | 856/25000 [00:16<07:15, 55.40it/s]
Average Loss = 661.76:   3%|▎         | 856/25000 [00:16<07:15, 55.40it/s]
Average Loss = 661.76:   3%|▎         | 862/25000 [00:16<07:16, 55.36it/s]
Average Loss = 661.76:   3%|▎         | 868/25000 [00:16<07:15, 55.38it/s]
Average Loss = 660.85:   3%|▎         | 868/25000 [00:16<07:15, 55.38it/s]
Average Loss = 660.85:   3%|▎         | 868/25000 [00:16<07:15, 55.38it/s]
Average Loss = 660.85:   3%|▎         | 874/25000 [00:16<07:15, 55.42it/s]
Average Loss = 660.85:   4%|▎         | 880/25000 [00:16<07:14, 55.47it/s]
Average Loss = 661.21:   4%|▎         | 880/25000 [00:16<07:14, 55.47it/s]
Average Loss = 661.21:   4%|▎         | 880/25000 [00:16<07:14, 55.47it/s]
Average Loss = 661.21:   4%|▎         | 886/25000 [00:16<07:14, 55.48it/s]
Average Loss = 660.44:   4%|▎         | 886/25000 [00:17<07:14, 55.48it/s]
Average Loss = 660.44:   4%|▎         | 886/25000 [00:17<07:14, 55.48it/s]
Average Loss = 660.44:   4%|▎         | 892/25000 [00:17<07:14, 55.43it/s]
Average Loss = 660.44:   4%|▎         | 898/25000 [00:17<07:14, 55.47it/s]
Average Loss = 660.32:   4%|▎         | 898/25000 [00:17<07:14, 55.47it/s]
Average Loss = 660.32:   4%|▎         | 898/25000 [00:17<07:14, 55.47it/s]
Average Loss = 660.32:   4%|▎         | 904/25000 [00:17<07:14, 55.47it/s]
Average Loss = 660.32:   4%|▎         | 910/25000 [00:17<07:14, 55.48it/s]
Average Loss = 659.55:   4%|▎         | 910/25000 [00:17<07:14, 55.48it/s]
Average Loss = 659.55:   4%|▎         | 910/25000 [00:17<07:14, 55.48it/s]
Average Loss = 659.55:   4%|▎         | 916/25000 [00:17<07:14, 55.48it/s]
Average Loss = 660.12:   4%|▎         | 916/25000 [00:17<07:14, 55.48it/s]
Average Loss = 660.12:   4%|▎         | 916/25000 [00:17<07:14, 55.48it/s]
Average Loss = 660.12:   4%|▎         | 922/25000 [00:17<07:14, 55.46it/s]
Average Loss = 660.12:   4%|▎         | 928/25000 [00:17<07:13, 55.59it/s]
Average Loss = 658.89:   4%|▎         | 928/25000 [00:17<07:13, 55.59it/s]
Average Loss = 658.89:   4%|▎         | 928/25000 [00:17<07:13, 55.59it/s]
Average Loss = 658.89:   4%|▎         | 934/25000 [00:17<07:13, 55.53it/s]
Average Loss = 658.89:   4%|▍         | 940/25000 [00:17<07:12, 55.60it/s]
Average Loss = 657.54:   4%|▍         | 940/25000 [00:17<07:12, 55.60it/s]
Average Loss = 657.54:   4%|▍         | 940/25000 [00:17<07:12, 55.60it/s]
Average Loss = 657.54:   4%|▍         | 946/25000 [00:18<07:13, 55.54it/s]
Average Loss = 656.79:   4%|▍         | 946/25000 [00:18<07:13, 55.54it/s]
Average Loss = 656.79:   4%|▍         | 946/25000 [00:18<07:13, 55.54it/s]
Average Loss = 656.79:   4%|▍         | 952/25000 [00:18<07:13, 55.42it/s]
Average Loss = 656.79:   4%|▍         | 958/25000 [00:18<07:14, 55.38it/s]
Average Loss = 655.15:   4%|▍         | 958/25000 [00:18<07:14, 55.38it/s]
Average Loss = 655.15:   4%|▍         | 958/25000 [00:18<07:14, 55.38it/s]
Average Loss = 655.15:   4%|▍         | 964/25000 [00:18<07:13, 55.39it/s]
Average Loss = 655.15:   4%|▍         | 970/25000 [00:18<07:13, 55.49it/s]
Average Loss = 653.8:   4%|▍         | 970/25000 [00:18<07:13, 55.49it/s] 
Average Loss = 653.8:   4%|▍         | 970/25000 [00:18<07:13, 55.49it/s]
Average Loss = 653.8:   4%|▍         | 976/25000 [00:18<07:13, 55.44it/s]
Average Loss = 652.81:   4%|▍         | 976/25000 [00:18<07:13, 55.44it/s]
Average Loss = 652.81:   4%|▍         | 976/25000 [00:18<07:13, 55.44it/s]
Average Loss = 652.81:   4%|▍         | 982/25000 [00:18<07:13, 55.43it/s]
Average Loss = 652.81:   4%|▍         | 988/25000 [00:18<07:13, 55.44it/s]
Average Loss = 651.87:   4%|▍         | 988/25000 [00:18<07:13, 55.44it/s]
Average Loss = 651.87:   4%|▍         | 988/25000 [00:18<07:13, 55.44it/s]
Average Loss = 651.87:   4%|▍         | 994/25000 [00:18<07:13, 55.43it/s]
Average Loss = 651.87:   4%|▍         | 1000/25000 [00:19<07:12, 55.49it/s]
Average Loss = 650.86:   4%|▍         | 1000/25000 [00:19<07:12, 55.49it/s]
Average Loss = 650.86:   4%|▍         | 1000/25000 [00:19<07:12, 55.49it/s]
Average Loss = 650.86:   4%|▍         | 1006/25000 [00:19<07:12, 55.43it/s]
Average Loss = 650.57:   4%|▍         | 1006/25000 [00:19<07:12, 55.43it/s]
Average Loss = 650.57:   4%|▍         | 1006/25000 [00:19<07:12, 55.43it/s]
Average Loss = 650.57:   4%|▍         | 1012/25000 [00:19<07:13, 55.32it/s]
Average Loss = 650.57:   4%|▍         | 1018/25000 [00:19<07:12, 55.48it/s]
Average Loss = 648.12:   4%|▍         | 1018/25000 [00:19<07:12, 55.48it/s]
Average Loss = 648.12:   4%|▍         | 1018/25000 [00:19<07:12, 55.48it/s]
Average Loss = 648.12:   4%|▍         | 1024/25000 [00:19<07:12, 55.42it/s]
Average Loss = 648.12:   4%|▍         | 1030/25000 [00:19<07:11, 55.54it/s]
Average Loss = 647:   4%|▍         | 1030/25000 [00:19<07:11, 55.54it/s]   
Average Loss = 647:   4%|▍         | 1030/25000 [00:19<07:11, 55.54it/s]
Average Loss = 647:   4%|▍         | 1036/25000 [00:19<07:11, 55.55it/s]
Average Loss = 644.8:   4%|▍         | 1036/25000 [00:19<07:11, 55.55it/s]
Average Loss = 644.8:   4%|▍         | 1036/25000 [00:19<07:11, 55.55it/s]
Average Loss = 644.8:   4%|▍         | 1042/25000 [00:19<07:11, 55.46it/s]
Average Loss = 644.8:   4%|▍         | 1048/25000 [00:19<07:11, 55.49it/s]
Average Loss = 643.42:   4%|▍         | 1048/25000 [00:19<07:11, 55.49it/s]
Average Loss = 643.42:   4%|▍         | 1048/25000 [00:19<07:11, 55.49it/s]
Average Loss = 643.42:   4%|▍         | 1054/25000 [00:20<07:12, 55.42it/s]
Average Loss = 643.42:   4%|▍         | 1060/25000 [00:20<07:11, 55.48it/s]
Average Loss = 642.55:   4%|▍         | 1060/25000 [00:20<07:11, 55.48it/s]
Average Loss = 642.55:   4%|▍         | 1060/25000 [00:20<07:11, 55.48it/s]
Average Loss = 642.55:   4%|▍         | 1066/25000 [00:20<07:12, 55.38it/s]
Average Loss = 637.38:   4%|▍         | 1066/25000 [00:20<07:12, 55.38it/s]
Average Loss = 637.38:   4%|▍         | 1066/25000 [00:20<07:12, 55.38it/s]
Average Loss = 637.38:   4%|▍         | 1072/25000 [00:20<07:12, 55.30it/s]
Average Loss = 637.38:   4%|▍         | 1078/25000 [00:20<07:11, 55.47it/s]
Average Loss = 637.59:   4%|▍         | 1078/25000 [00:20<07:11, 55.47it/s]
Average Loss = 637.59:   4%|▍         | 1078/25000 [00:20<07:11, 55.47it/s]
Average Loss = 637.59:   4%|▍         | 1084/25000 [00:20<07:11, 55.41it/s]
Average Loss = 637.59:   4%|▍         | 1090/25000 [00:20<07:10, 55.55it/s]
Average Loss = 635.45:   4%|▍         | 1090/25000 [00:20<07:10, 55.55it/s]
Average Loss = 635.45:   4%|▍         | 1090/25000 [00:20<07:10, 55.55it/s]
Average Loss = 635.45:   4%|▍         | 1096/25000 [00:20<07:10, 55.47it/s]
Average Loss = 633.79:   4%|▍         | 1096/25000 [00:20<07:10, 55.47it/s]
Average Loss = 633.79:   4%|▍         | 1096/25000 [00:20<07:10, 55.47it/s]
Average Loss = 633.79:   4%|▍         | 1102/25000 [00:20<07:10, 55.49it/s]
Average Loss = 633.79:   4%|▍         | 1108/25000 [00:20<07:09, 55.60it/s]
Average Loss = 631.42:   4%|▍         | 1108/25000 [00:21<07:09, 55.60it/s]
Average Loss = 631.42:   4%|▍         | 1108/25000 [00:21<07:09, 55.60it/s]
Average Loss = 631.42:   4%|▍         | 1114/25000 [00:21<07:10, 55.44it/s]
Average Loss = 631.42:   4%|▍         | 1120/25000 [00:21<07:09, 55.55it/s]
Average Loss = 629.5:   4%|▍         | 1120/25000 [00:21<07:09, 55.55it/s] 
Average Loss = 629.5:   4%|▍         | 1120/25000 [00:21<07:09, 55.55it/s]
Average Loss = 629.5:   5%|▍         | 1126/25000 [00:21<07:10, 55.47it/s]
Average Loss = 628.5:   5%|▍         | 1126/25000 [00:21<07:10, 55.47it/s]
Average Loss = 628.5:   5%|▍         | 1126/25000 [00:21<07:10, 55.47it/s]
Average Loss = 628.5:   5%|▍         | 1132/25000 [00:21<07:10, 55.44it/s]
Average Loss = 628.5:   5%|▍         | 1138/25000 [00:21<07:09, 55.53it/s]
Average Loss = 627.67:   5%|▍         | 1138/25000 [00:21<07:09, 55.53it/s]
Average Loss = 627.67:   5%|▍         | 1138/25000 [00:21<07:09, 55.53it/s]
Average Loss = 627.67:   5%|▍         | 1144/25000 [00:21<07:09, 55.52it/s]
Average Loss = 627.67:   5%|▍         | 1150/25000 [00:21<07:08, 55.64it/s]
Average Loss = 623.78:   5%|▍         | 1150/25000 [00:21<07:08, 55.64it/s]
Average Loss = 623.78:   5%|▍         | 1150/25000 [00:21<07:08, 55.64it/s]
Average Loss = 623.78:   5%|▍         | 1156/25000 [00:21<07:09, 55.53it/s]
Average Loss = 623.67:   5%|▍         | 1156/25000 [00:21<07:09, 55.53it/s]
Average Loss = 623.67:   5%|▍         | 1156/25000 [00:21<07:09, 55.53it/s]
Average Loss = 623.67:   5%|▍         | 1162/25000 [00:21<07:09, 55.49it/s]
Average Loss = 623.67:   5%|▍         | 1168/25000 [00:22<07:08, 55.56it/s]
Average Loss = 622.97:   5%|▍         | 1168/25000 [00:22<07:08, 55.56it/s]
Average Loss = 622.97:   5%|▍         | 1168/25000 [00:22<07:08, 55.56it/s]
Average Loss = 622.97:   5%|▍         | 1174/25000 [00:22<07:09, 55.52it/s]
Average Loss = 622.97:   5%|▍         | 1180/25000 [00:22<07:07, 55.69it/s]
Average Loss = 621.76:   5%|▍         | 1180/25000 [00:22<07:07, 55.69it/s]
Average Loss = 621.76:   5%|▍         | 1180/25000 [00:22<07:07, 55.69it/s]
Average Loss = 621.76:   5%|▍         | 1186/25000 [00:22<07:11, 55.19it/s]
Average Loss = 618.77:   5%|▍         | 1186/25000 [00:22<07:11, 55.19it/s]
Average Loss = 618.77:   5%|▍         | 1186/25000 [00:22<07:11, 55.19it/s]
Average Loss = 618.77:   5%|▍         | 1192/25000 [00:22<07:11, 55.21it/s]
Average Loss = 618.77:   5%|▍         | 1198/25000 [00:22<07:10, 55.28it/s]
Average Loss = 616.57:   5%|▍         | 1198/25000 [00:22<07:10, 55.28it/s]
Average Loss = 616.57:   5%|▍         | 1198/25000 [00:22<07:10, 55.28it/s]
Average Loss = 616.57:   5%|▍         | 1204/25000 [00:22<07:10, 55.33it/s]
Average Loss = 616.57:   5%|▍         | 1210/25000 [00:22<07:09, 55.44it/s]
Average Loss = 615.93:   5%|▍         | 1210/25000 [00:22<07:09, 55.44it/s]
Average Loss = 615.93:   5%|▍         | 1210/25000 [00:22<07:09, 55.44it/s]
Average Loss = 615.93:   5%|▍         | 1216/25000 [00:22<07:09, 55.43it/s]
Average Loss = 615.1:   5%|▍         | 1216/25000 [00:23<07:09, 55.43it/s] 
Average Loss = 615.1:   5%|▍         | 1216/25000 [00:23<07:09, 55.43it/s]
Average Loss = 615.1:   5%|▍         | 1222/25000 [00:23<07:09, 55.36it/s]
Average Loss = 615.1:   5%|▍         | 1228/25000 [00:23<07:08, 55.52it/s]
Average Loss = 615.24:   5%|▍         | 1228/25000 [00:23<07:08, 55.52it/s]
Average Loss = 615.24:   5%|▍         | 1228/25000 [00:23<07:08, 55.52it/s]
Average Loss = 615.24:   5%|▍         | 1234/25000 [00:23<07:08, 55.41it/s]
Average Loss = 615.24:   5%|▍         | 1240/25000 [00:23<07:07, 55.62it/s]
Average Loss = 614.75:   5%|▍         | 1240/25000 [00:23<07:07, 55.62it/s]
Average Loss = 614.75:   5%|▍         | 1240/25000 [00:23<07:07, 55.62it/s]
Average Loss = 614.75:   5%|▍         | 1246/25000 [00:23<07:07, 55.53it/s]
Average Loss = 612.85:   5%|▍         | 1246/25000 [00:23<07:07, 55.53it/s]
Average Loss = 612.85:   5%|▍         | 1246/25000 [00:23<07:07, 55.53it/s]
Average Loss = 612.85:   5%|▌         | 1252/25000 [00:23<07:07, 55.52it/s]
Average Loss = 612.85:   5%|▌         | 1258/25000 [00:23<07:06, 55.60it/s]
Average Loss = 610.38:   5%|▌         | 1258/25000 [00:23<07:06, 55.60it/s]
Average Loss = 610.38:   5%|▌         | 1258/25000 [00:23<07:06, 55.60it/s]
Average Loss = 610.38:   5%|▌         | 1264/25000 [00:23<07:07, 55.51it/s]
Average Loss = 610.38:   5%|▌         | 1270/25000 [00:23<07:06, 55.57it/s]
Average Loss = 607.88:   5%|▌         | 1270/25000 [00:23<07:06, 55.57it/s]
Average Loss = 607.88:   5%|▌         | 1270/25000 [00:23<07:06, 55.57it/s]
Average Loss = 607.88:   5%|▌         | 1276/25000 [00:24<07:07, 55.52it/s]
Average Loss = 608.2:   5%|▌         | 1276/25000 [00:24<07:07, 55.52it/s] 
Average Loss = 608.2:   5%|▌         | 1276/25000 [00:24<07:07, 55.52it/s]
Average Loss = 608.2:   5%|▌         | 1282/25000 [00:24<07:07, 55.53it/s]
Average Loss = 608.2:   5%|▌         | 1288/25000 [00:24<07:06, 55.62it/s]
Average Loss = 607.37:   5%|▌         | 1288/25000 [00:24<07:06, 55.62it/s]
Average Loss = 607.37:   5%|▌         | 1288/25000 [00:24<07:06, 55.62it/s]
Average Loss = 607.37:   5%|▌         | 1294/25000 [00:24<07:06, 55.55it/s]
Average Loss = 607.37:   5%|▌         | 1300/25000 [00:24<07:06, 55.61it/s]
Average Loss = 605.26:   5%|▌         | 1300/25000 [00:24<07:06, 55.61it/s]
Average Loss = 605.26:   5%|▌         | 1300/25000 [00:24<07:06, 55.61it/s]
Average Loss = 605.26:   5%|▌         | 1306/25000 [00:24<07:09, 55.21it/s]
Average Loss = 603.26:   5%|▌         | 1306/25000 [00:24<07:09, 55.21it/s]
Average Loss = 603.26:   5%|▌         | 1306/25000 [00:24<07:09, 55.21it/s]
Average Loss = 603.26:   5%|▌         | 1312/25000 [00:24<07:10, 55.08it/s]
Average Loss = 603.26:   5%|▌         | 1318/25000 [00:24<07:09, 55.18it/s]
Average Loss = 601.05:   5%|▌         | 1318/25000 [00:24<07:09, 55.18it/s]
Average Loss = 601.05:   5%|▌         | 1318/25000 [00:24<07:09, 55.18it/s]
Average Loss = 601.05:   5%|▌         | 1324/25000 [00:24<07:08, 55.30it/s]
Average Loss = 601.05:   5%|▌         | 1330/25000 [00:24<07:07, 55.42it/s]
Average Loss = 601.07:   5%|▌         | 1330/25000 [00:24<07:07, 55.42it/s]
Average Loss = 601.07:   5%|▌         | 1330/25000 [00:24<07:07, 55.42it/s]
Average Loss = 601.07:   5%|▌         | 1336/25000 [00:25<07:06, 55.44it/s]
Average Loss = 600.78:   5%|▌         | 1336/25000 [00:25<07:06, 55.44it/s]
Average Loss = 600.78:   5%|▌         | 1336/25000 [00:25<07:06, 55.44it/s]
Average Loss = 600.78:   5%|▌         | 1342/25000 [00:25<07:06, 55.46it/s]
Average Loss = 600.78:   5%|▌         | 1348/25000 [00:25<07:05, 55.54it/s]
Average Loss = 602.57:   5%|▌         | 1348/25000 [00:25<07:05, 55.54it/s]
Average Loss = 602.57:   5%|▌         | 1348/25000 [00:25<07:05, 55.54it/s]
Average Loss = 602.57:   5%|▌         | 1354/25000 [00:25<07:05, 55.52it/s]
Average Loss = 602.57:   5%|▌         | 1360/25000 [00:25<07:05, 55.55it/s]
Average Loss = 602.7:   5%|▌         | 1360/25000 [00:25<07:05, 55.55it/s] 
Average Loss = 602.7:   5%|▌         | 1360/25000 [00:25<07:05, 55.55it/s]
Average Loss = 602.7:   5%|▌         | 1366/25000 [00:25<07:06, 55.47it/s]
Average Loss = 601.23:   5%|▌         | 1366/25000 [00:25<07:06, 55.47it/s]
Average Loss = 601.23:   5%|▌         | 1366/25000 [00:25<07:06, 55.47it/s]
Average Loss = 601.23:   5%|▌         | 1372/25000 [00:25<07:06, 55.42it/s]
Average Loss = 601.23:   6%|▌         | 1378/25000 [00:25<07:05, 55.55it/s]
Average Loss = 601.22:   6%|▌         | 1378/25000 [00:25<07:05, 55.55it/s]
Average Loss = 601.22:   6%|▌         | 1378/25000 [00:25<07:05, 55.55it/s]
Average Loss = 601.22:   6%|▌         | 1384/25000 [00:25<07:04, 55.57it/s]
Average Loss = 601.22:   6%|▌         | 1390/25000 [00:26<07:03, 55.70it/s]
Average Loss = 603.59:   6%|▌         | 1390/25000 [00:26<07:03, 55.70it/s]
Average Loss = 603.59:   6%|▌         | 1390/25000 [00:26<07:03, 55.70it/s]
Average Loss = 603.59:   6%|▌         | 1396/25000 [00:26<07:04, 55.59it/s]
Average Loss = 602.64:   6%|▌         | 1396/25000 [00:26<07:04, 55.59it/s]
Average Loss = 602.64:   6%|▌         | 1396/25000 [00:26<07:04, 55.59it/s]
Average Loss = 602.64:   6%|▌         | 1402/25000 [00:26<07:05, 55.50it/s]
Average Loss = 602.64:   6%|▌         | 1408/25000 [00:26<07:10, 54.85it/s]
Average Loss = 601.53:   6%|▌         | 1408/25000 [00:26<07:10, 54.85it/s]
Average Loss = 601.53:   6%|▌         | 1408/25000 [00:26<07:10, 54.85it/s]
Average Loss = 601.53:   6%|▌         | 1414/25000 [00:26<07:09, 54.98it/s]
Average Loss = 601.53:   6%|▌         | 1420/25000 [00:26<07:06, 55.26it/s]
Average Loss = 601.2:   6%|▌         | 1420/25000 [00:26<07:06, 55.26it/s] 
Average Loss = 601.2:   6%|▌         | 1420/25000 [00:26<07:06, 55.26it/s]
Average Loss = 601.2:   6%|▌         | 1426/25000 [00:26<07:06, 55.27it/s]
Average Loss = 599.98:   6%|▌         | 1426/25000 [00:26<07:06, 55.27it/s]
Average Loss = 599.98:   6%|▌         | 1426/25000 [00:26<07:06, 55.27it/s]
Average Loss = 599.98:   6%|▌         | 1432/25000 [00:26<07:06, 55.27it/s]
Average Loss = 599.98:   6%|▌         | 1438/25000 [00:26<07:06, 55.30it/s]
Average Loss = 599.23:   6%|▌         | 1438/25000 [00:26<07:06, 55.30it/s]
Average Loss = 599.23:   6%|▌         | 1438/25000 [00:26<07:06, 55.30it/s]
Average Loss = 599.23:   6%|▌         | 1444/25000 [00:27<07:05, 55.31it/s]
Average Loss = 599.23:   6%|▌         | 1450/25000 [00:27<07:04, 55.44it/s]
Average Loss = 596.9:   6%|▌         | 1450/25000 [00:27<07:04, 55.44it/s] 
Average Loss = 596.9:   6%|▌         | 1450/25000 [00:27<07:04, 55.44it/s]
Average Loss = 596.9:   6%|▌         | 1456/25000 [00:27<07:04, 55.47it/s]
Average Loss = 592.17:   6%|▌         | 1456/25000 [00:27<07:04, 55.47it/s]
Average Loss = 592.17:   6%|▌         | 1456/25000 [00:27<07:04, 55.47it/s]
Average Loss = 592.17:   6%|▌         | 1462/25000 [00:27<07:04, 55.43it/s]
Average Loss = 592.17:   6%|▌         | 1468/25000 [00:27<07:03, 55.53it/s]
Average Loss = 589.19:   6%|▌         | 1468/25000 [00:27<07:03, 55.53it/s]
Average Loss = 589.19:   6%|▌         | 1468/25000 [00:27<07:03, 55.53it/s]
Average Loss = 589.19:   6%|▌         | 1474/25000 [00:27<07:04, 55.48it/s]
Average Loss = 589.19:   6%|▌         | 1480/25000 [00:27<07:03, 55.57it/s]
Average Loss = 588.94:   6%|▌         | 1480/25000 [00:27<07:03, 55.57it/s]
Average Loss = 588.94:   6%|▌         | 1480/25000 [00:27<07:03, 55.57it/s]
Average Loss = 588.94:   6%|▌         | 1486/25000 [00:27<07:03, 55.57it/s]
Average Loss = 587.51:   6%|▌         | 1486/25000 [00:27<07:03, 55.57it/s]
Average Loss = 587.51:   6%|▌         | 1486/25000 [00:27<07:03, 55.57it/s]
Average Loss = 587.51:   6%|▌         | 1492/25000 [00:27<07:03, 55.49it/s]
Average Loss = 587.51:   6%|▌         | 1498/25000 [00:28<07:13, 54.26it/s]
Average Loss = 586.76:   6%|▌         | 1498/25000 [00:28<07:13, 54.26it/s]
Average Loss = 586.76:   6%|▌         | 1498/25000 [00:28<07:13, 54.26it/s]
Average Loss = 586.76:   6%|▌         | 1504/25000 [00:28<08:16, 47.33it/s]
Average Loss = 586.76:   6%|▌         | 1510/25000 [00:28<07:56, 49.33it/s]
Average Loss = 584.08:   6%|▌         | 1510/25000 [00:28<07:56, 49.33it/s]
Average Loss = 584.08:   6%|▌         | 1510/25000 [00:28<07:56, 49.33it/s]
Average Loss = 584.08:   6%|▌         | 1516/25000 [00:28<07:45, 50.42it/s]
Average Loss = 584.05:   6%|▌         | 1516/25000 [00:28<07:45, 50.42it/s]
Average Loss = 584.05:   6%|▌         | 1516/25000 [00:28<07:45, 50.42it/s]
Average Loss = 584.05:   6%|▌         | 1522/25000 [00:28<08:37, 45.37it/s]
Average Loss = 584.05:   6%|▌         | 1527/25000 [00:28<08:42, 44.89it/s]
Average Loss = 582.52:   6%|▌         | 1527/25000 [00:28<08:42, 44.89it/s]
Average Loss = 582.52:   6%|▌         | 1527/25000 [00:28<08:42, 44.89it/s]
Average Loss = 582.52:   6%|▌         | 1533/25000 [00:28<08:13, 47.58it/s]
Average Loss = 582.52:   6%|▌         | 1538/25000 [00:28<08:12, 47.62it/s]
Average Loss = 580.04:   6%|▌         | 1538/25000 [00:28<08:12, 47.62it/s]
Average Loss = 580.04:   6%|▌         | 1538/25000 [00:28<08:12, 47.62it/s]
Average Loss = 580.04:   6%|▌         | 1543/25000 [00:29<08:54, 43.87it/s]
Average Loss = 580.04:   6%|▌         | 1548/25000 [00:29<08:54, 43.90it/s]
Average Loss = 578.84:   6%|▌         | 1548/25000 [00:29<08:54, 43.90it/s]
Average Loss = 578.84:   6%|▌         | 1548/25000 [00:29<08:54, 43.90it/s]
Average Loss = 578.84:   6%|▌         | 1554/25000 [00:29<08:21, 46.76it/s]
Average Loss = 578.84:   6%|▌         | 1559/25000 [00:29<08:29, 46.05it/s]
Average Loss = 577.78:   6%|▌         | 1559/25000 [00:29<08:29, 46.05it/s]
Average Loss = 577.78:   6%|▌         | 1559/25000 [00:29<08:29, 46.05it/s]
Average Loss = 577.78:   6%|▋         | 1564/25000 [00:29<09:07, 42.80it/s]
Average Loss = 577.78:   6%|▋         | 1569/25000 [00:29<08:57, 43.62it/s]
Average Loss = 576.81:   6%|▋         | 1569/25000 [00:29<08:57, 43.62it/s]
Average Loss = 576.81:   6%|▋         | 1569/25000 [00:29<08:57, 43.62it/s]
Average Loss = 576.81:   6%|▋         | 1575/25000 [00:29<08:22, 46.61it/s]
Average Loss = 575.54:   6%|▋         | 1575/25000 [00:29<08:22, 46.61it/s]
Average Loss = 575.54:   6%|▋         | 1575/25000 [00:29<08:22, 46.61it/s]
Average Loss = 575.54:   6%|▋         | 1581/25000 [00:29<07:58, 48.95it/s]
Average Loss = 575.54:   6%|▋         | 1587/25000 [00:29<07:40, 50.82it/s]
Average Loss = 575.98:   6%|▋         | 1587/25000 [00:30<07:40, 50.82it/s]
Average Loss = 575.98:   6%|▋         | 1587/25000 [00:30<07:40, 50.82it/s]
Average Loss = 575.98:   6%|▋         | 1593/25000 [00:30<07:29, 52.08it/s]
Average Loss = 575.98:   6%|▋         | 1599/25000 [00:30<07:20, 53.13it/s]
Average Loss = 574.23:   6%|▋         | 1599/25000 [00:30<07:20, 53.13it/s]
Average Loss = 574.23:   6%|▋         | 1599/25000 [00:30<07:20, 53.13it/s]
Average Loss = 574.23:   6%|▋         | 1605/25000 [00:30<07:14, 53.83it/s]
Average Loss = 572.41:   6%|▋         | 1605/25000 [00:30<07:14, 53.83it/s]
Average Loss = 572.41:   6%|▋         | 1605/25000 [00:30<07:14, 53.83it/s]
Average Loss = 572.41:   6%|▋         | 1611/25000 [00:30<07:15, 53.76it/s]
Average Loss = 572.41:   6%|▋         | 1617/25000 [00:30<07:09, 54.40it/s]
Average Loss = 571.67:   6%|▋         | 1617/25000 [00:30<07:09, 54.40it/s]
Average Loss = 571.67:   6%|▋         | 1617/25000 [00:30<07:09, 54.40it/s]
Average Loss = 571.67:   6%|▋         | 1623/25000 [00:30<07:07, 54.75it/s]
Average Loss = 571.67:   7%|▋         | 1629/25000 [00:30<07:04, 55.07it/s]
Average Loss = 571.07:   7%|▋         | 1629/25000 [00:30<07:04, 55.07it/s]
Average Loss = 571.07:   7%|▋         | 1629/25000 [00:30<07:04, 55.07it/s]
Average Loss = 571.07:   7%|▋         | 1635/25000 [00:30<07:03, 55.17it/s]
Average Loss = 570.99:   7%|▋         | 1635/25000 [00:30<07:03, 55.17it/s]
Average Loss = 570.99:   7%|▋         | 1635/25000 [00:30<07:03, 55.17it/s]
Average Loss = 570.99:   7%|▋         | 1641/25000 [00:30<07:02, 55.34it/s]
Average Loss = 570.99:   7%|▋         | 1647/25000 [00:31<07:00, 55.47it/s]
Average Loss = 570.56:   7%|▋         | 1647/25000 [00:31<07:00, 55.47it/s]
Average Loss = 570.56:   7%|▋         | 1647/25000 [00:31<07:00, 55.47it/s]
Average Loss = 570.56:   7%|▋         | 1653/25000 [00:31<07:01, 55.44it/s]
Average Loss = 570.56:   7%|▋         | 1659/25000 [00:31<06:59, 55.62it/s]
Average Loss = 570.46:   7%|▋         | 1659/25000 [00:31<06:59, 55.62it/s]
Average Loss = 570.46:   7%|▋         | 1659/25000 [00:31<06:59, 55.62it/s]
Average Loss = 570.46:   7%|▋         | 1665/25000 [00:31<07:00, 55.54it/s]
Average Loss = 569.23:   7%|▋         | 1665/25000 [00:31<07:00, 55.54it/s]
Average Loss = 569.23:   7%|▋         | 1665/25000 [00:31<07:00, 55.54it/s]
Average Loss = 569.23:   7%|▋         | 1671/25000 [00:31<07:00, 55.53it/s]
Average Loss = 569.23:   7%|▋         | 1677/25000 [00:31<06:59, 55.56it/s]
Average Loss = 567.76:   7%|▋         | 1677/25000 [00:31<06:59, 55.56it/s]
Average Loss = 567.76:   7%|▋         | 1677/25000 [00:31<06:59, 55.56it/s]
Average Loss = 567.76:   7%|▋         | 1683/25000 [00:31<06:59, 55.54it/s]
Average Loss = 567.76:   7%|▋         | 1689/25000 [00:31<06:59, 55.60it/s]
Average Loss = 565.85:   7%|▋         | 1689/25000 [00:31<06:59, 55.60it/s]
Average Loss = 565.85:   7%|▋         | 1689/25000 [00:31<06:59, 55.60it/s]
Average Loss = 565.85:   7%|▋         | 1695/25000 [00:31<06:59, 55.51it/s]
Average Loss = 563.93:   7%|▋         | 1695/25000 [00:32<06:59, 55.51it/s]
Average Loss = 563.93:   7%|▋         | 1695/25000 [00:32<06:59, 55.51it/s]
Average Loss = 563.93:   7%|▋         | 1701/25000 [00:32<08:21, 46.42it/s]
Average Loss = 563.93:   7%|▋         | 1707/25000 [00:32<07:58, 48.71it/s]
Average Loss = 563.66:   7%|▋         | 1707/25000 [00:32<07:58, 48.71it/s]
Average Loss = 563.66:   7%|▋         | 1707/25000 [00:32<07:58, 48.71it/s]
Average Loss = 563.66:   7%|▋         | 1713/25000 [00:32<07:41, 50.49it/s]
Average Loss = 563.66:   7%|▋         | 1719/25000 [00:32<07:33, 51.39it/s]
Average Loss = 563.32:   7%|▋         | 1719/25000 [00:32<07:33, 51.39it/s]
Average Loss = 563.32:   7%|▋         | 1719/25000 [00:32<07:33, 51.39it/s]
Average Loss = 563.32:   7%|▋         | 1725/25000 [00:32<07:22, 52.55it/s]
Average Loss = 561.12:   7%|▋         | 1725/25000 [00:32<07:22, 52.55it/s]
Average Loss = 561.12:   7%|▋         | 1725/25000 [00:32<07:22, 52.55it/s]
Average Loss = 561.12:   7%|▋         | 1731/25000 [00:32<07:15, 53.42it/s]
Average Loss = 561.12:   7%|▋         | 1737/25000 [00:32<07:09, 54.11it/s]
Average Loss = 559.39:   7%|▋         | 1737/25000 [00:32<07:09, 54.11it/s]
Average Loss = 559.39:   7%|▋         | 1737/25000 [00:32<07:09, 54.11it/s]
Average Loss = 559.39:   7%|▋         | 1743/25000 [00:32<07:06, 54.48it/s]
Average Loss = 559.39:   7%|▋         | 1749/25000 [00:32<07:03, 54.87it/s]
Average Loss = 556.99:   7%|▋         | 1749/25000 [00:32<07:03, 54.87it/s]
Average Loss = 556.99:   7%|▋         | 1749/25000 [00:32<07:03, 54.87it/s]
Average Loss = 556.99:   7%|▋         | 1755/25000 [00:33<07:02, 55.03it/s]
Average Loss = 555.08:   7%|▋         | 1755/25000 [00:33<07:02, 55.03it/s]
Average Loss = 555.08:   7%|▋         | 1755/25000 [00:33<07:02, 55.03it/s]
Average Loss = 555.08:   7%|▋         | 1761/25000 [00:33<07:01, 55.19it/s]
Average Loss = 555.08:   7%|▋         | 1767/25000 [00:33<06:59, 55.32it/s]
Average Loss = 553.12:   7%|▋         | 1767/25000 [00:33<06:59, 55.32it/s]
Average Loss = 553.12:   7%|▋         | 1767/25000 [00:33<06:59, 55.32it/s]
Average Loss = 553.12:   7%|▋         | 1773/25000 [00:33<06:59, 55.41it/s]
Average Loss = 553.12:   7%|▋         | 1779/25000 [00:33<06:58, 55.48it/s]
Average Loss = 551.22:   7%|▋         | 1779/25000 [00:33<06:58, 55.48it/s]
Average Loss = 551.22:   7%|▋         | 1779/25000 [00:33<06:58, 55.48it/s]
Average Loss = 551.22:   7%|▋         | 1785/25000 [00:33<06:58, 55.47it/s]
Average Loss = 549.17:   7%|▋         | 1785/25000 [00:33<06:58, 55.47it/s]
Average Loss = 549.17:   7%|▋         | 1785/25000 [00:33<06:58, 55.47it/s]
Average Loss = 549.17:   7%|▋         | 1791/25000 [00:33<06:58, 55.52it/s]
Average Loss = 549.17:   7%|▋         | 1797/25000 [00:33<06:56, 55.67it/s]
Average Loss = 546.59:   7%|▋         | 1797/25000 [00:33<06:56, 55.67it/s]
Average Loss = 546.59:   7%|▋         | 1797/25000 [00:33<06:56, 55.67it/s]
Average Loss = 546.59:   7%|▋         | 1803/25000 [00:33<06:57, 55.63it/s]
Average Loss = 546.59:   7%|▋         | 1809/25000 [00:34<06:56, 55.72it/s]
Average Loss = 545.84:   7%|▋         | 1809/25000 [00:34<06:56, 55.72it/s]
Average Loss = 545.84:   7%|▋         | 1809/25000 [00:34<06:56, 55.72it/s]
Average Loss = 545.84:   7%|▋         | 1815/25000 [00:34<06:56, 55.70it/s]
Average Loss = 545.21:   7%|▋         | 1815/25000 [00:34<06:56, 55.70it/s]
Average Loss = 545.21:   7%|▋         | 1815/25000 [00:34<06:56, 55.70it/s]
Average Loss = 545.21:   7%|▋         | 1821/25000 [00:34<06:56, 55.63it/s]
Average Loss = 545.21:   7%|▋         | 1827/25000 [00:34<06:56, 55.66it/s]
Average Loss = 544.37:   7%|▋         | 1827/25000 [00:34<06:56, 55.66it/s]
Average Loss = 544.37:   7%|▋         | 1827/25000 [00:34<06:56, 55.66it/s]
Average Loss = 544.37:   7%|▋         | 1833/25000 [00:34<07:01, 54.92it/s]
Average Loss = 544.37:   7%|▋         | 1839/25000 [00:34<06:59, 55.21it/s]
Average Loss = 543.5:   7%|▋         | 1839/25000 [00:34<06:59, 55.21it/s] 
Average Loss = 543.5:   7%|▋         | 1839/25000 [00:34<06:59, 55.21it/s]
Average Loss = 543.5:   7%|▋         | 1845/25000 [00:34<06:58, 55.30it/s]
Average Loss = 541.59:   7%|▋         | 1845/25000 [00:34<06:58, 55.30it/s]
Average Loss = 541.59:   7%|▋         | 1845/25000 [00:34<06:58, 55.30it/s]
Average Loss = 541.59:   7%|▋         | 1851/25000 [00:34<06:58, 55.35it/s]
Average Loss = 541.59:   7%|▋         | 1857/25000 [00:34<06:57, 55.44it/s]
Average Loss = 541.65:   7%|▋         | 1857/25000 [00:34<06:57, 55.44it/s]
Average Loss = 541.65:   7%|▋         | 1857/25000 [00:34<06:57, 55.44it/s]
Average Loss = 541.65:   7%|▋         | 1863/25000 [00:34<06:57, 55.43it/s]
Average Loss = 541.65:   7%|▋         | 1869/25000 [00:35<06:56, 55.52it/s]
Average Loss = 542.16:   7%|▋         | 1869/25000 [00:35<06:56, 55.52it/s]
Average Loss = 542.16:   7%|▋         | 1869/25000 [00:35<06:56, 55.52it/s]
Average Loss = 542.16:   8%|▊         | 1875/25000 [00:35<06:56, 55.53it/s]
Average Loss = 539.43:   8%|▊         | 1875/25000 [00:35<06:56, 55.53it/s]
Average Loss = 539.43:   8%|▊         | 1875/25000 [00:35<06:56, 55.53it/s]
Average Loss = 539.43:   8%|▊         | 1881/25000 [00:35<06:56, 55.50it/s]
Average Loss = 539.43:   8%|▊         | 1887/25000 [00:35<06:56, 55.52it/s]
Average Loss = 539.17:   8%|▊         | 1887/25000 [00:35<06:56, 55.52it/s]
Average Loss = 539.17:   8%|▊         | 1887/25000 [00:35<06:56, 55.52it/s]
Average Loss = 539.17:   8%|▊         | 1893/25000 [00:35<06:56, 55.46it/s]
Average Loss = 539.17:   8%|▊         | 1899/25000 [00:35<06:55, 55.56it/s]
Average Loss = 538.07:   8%|▊         | 1899/25000 [00:35<06:55, 55.56it/s]
Average Loss = 538.07:   8%|▊         | 1899/25000 [00:35<06:55, 55.56it/s]
Average Loss = 538.07:   8%|▊         | 1905/25000 [00:35<06:56, 55.50it/s]
Average Loss = 537:   8%|▊         | 1905/25000 [00:35<06:56, 55.50it/s]   
Average Loss = 537:   8%|▊         | 1905/25000 [00:35<06:56, 55.50it/s]
Average Loss = 537:   8%|▊         | 1911/25000 [00:35<06:55, 55.52it/s]
Average Loss = 537:   8%|▊         | 1917/25000 [00:35<06:55, 55.55it/s]
Average Loss = 535.26:   8%|▊         | 1917/25000 [00:36<06:55, 55.55it/s]
Average Loss = 535.26:   8%|▊         | 1917/25000 [00:36<06:55, 55.55it/s]
Average Loss = 535.26:   8%|▊         | 1923/25000 [00:36<06:56, 55.46it/s]
Average Loss = 535.26:   8%|▊         | 1929/25000 [00:36<06:54, 55.64it/s]
Average Loss = 534.94:   8%|▊         | 1929/25000 [00:36<06:54, 55.64it/s]
Average Loss = 534.94:   8%|▊         | 1929/25000 [00:36<06:54, 55.64it/s]
Average Loss = 534.94:   8%|▊         | 1935/25000 [00:36<06:54, 55.58it/s]
Average Loss = 534.3:   8%|▊         | 1935/25000 [00:36<06:54, 55.58it/s] 
Average Loss = 534.3:   8%|▊         | 1935/25000 [00:36<06:54, 55.58it/s]
Average Loss = 534.3:   8%|▊         | 1941/25000 [00:36<06:58, 55.04it/s]
Average Loss = 534.3:   8%|▊         | 1947/25000 [00:36<06:57, 55.18it/s]
Average Loss = 533.71:   8%|▊         | 1947/25000 [00:36<06:57, 55.18it/s]
Average Loss = 533.71:   8%|▊         | 1947/25000 [00:36<06:57, 55.18it/s]
Average Loss = 533.71:   8%|▊         | 1953/25000 [00:36<06:57, 55.25it/s]
Average Loss = 533.71:   8%|▊         | 1959/25000 [00:36<06:56, 55.38it/s]
Average Loss = 533.37:   8%|▊         | 1959/25000 [00:36<06:56, 55.38it/s]
Average Loss = 533.37:   8%|▊         | 1959/25000 [00:36<06:56, 55.38it/s]
Average Loss = 533.37:   8%|▊         | 1965/25000 [00:36<06:55, 55.40it/s]
Average Loss = 532.81:   8%|▊         | 1965/25000 [00:36<06:55, 55.40it/s]
Average Loss = 532.81:   8%|▊         | 1965/25000 [00:36<06:55, 55.40it/s]
Average Loss = 532.81:   8%|▊         | 1971/25000 [00:36<06:55, 55.44it/s]
Average Loss = 532.81:   8%|▊         | 1977/25000 [00:37<06:54, 55.50it/s]
Average Loss = 532.33:   8%|▊         | 1977/25000 [00:37<06:54, 55.50it/s]
Average Loss = 532.33:   8%|▊         | 1977/25000 [00:37<06:54, 55.50it/s]
Average Loss = 532.33:   8%|▊         | 1983/25000 [00:37<06:54, 55.46it/s]
Average Loss = 532.33:   8%|▊         | 1989/25000 [00:37<06:54, 55.56it/s]
Average Loss = 531.42:   8%|▊         | 1989/25000 [00:37<06:54, 55.56it/s]
Average Loss = 531.42:   8%|▊         | 1989/25000 [00:37<06:54, 55.56it/s]
Average Loss = 531.42:   8%|▊         | 1995/25000 [00:37<06:54, 55.50it/s]
Average Loss = 530.5:   8%|▊         | 1995/25000 [00:37<06:54, 55.50it/s] 
Average Loss = 530.5:   8%|▊         | 1995/25000 [00:37<06:54, 55.50it/s]
Average Loss = 530.5:   8%|▊         | 2001/25000 [00:37<06:54, 55.53it/s]
Average Loss = 530.5:   8%|▊         | 2007/25000 [00:37<06:53, 55.57it/s]
Average Loss = 529.52:   8%|▊         | 2007/25000 [00:37<06:53, 55.57it/s]
Average Loss = 529.52:   8%|▊         | 2007/25000 [00:37<06:53, 55.57it/s]
Average Loss = 529.52:   8%|▊         | 2013/25000 [00:37<06:54, 55.50it/s]
Average Loss = 529.52:   8%|▊         | 2019/25000 [00:37<06:53, 55.61it/s]
Average Loss = 530.1:   8%|▊         | 2019/25000 [00:37<06:53, 55.61it/s] 
Average Loss = 530.1:   8%|▊         | 2019/25000 [00:37<06:53, 55.61it/s]
Average Loss = 530.1:   8%|▊         | 2025/25000 [00:37<06:53, 55.53it/s]
Average Loss = 529.96:   8%|▊         | 2025/25000 [00:38<06:53, 55.53it/s]
Average Loss = 529.96:   8%|▊         | 2025/25000 [00:38<06:53, 55.53it/s]
Average Loss = 529.96:   8%|▊         | 2031/25000 [00:38<06:53, 55.51it/s]
Average Loss = 529.96:   8%|▊         | 2037/25000 [00:38<06:53, 55.58it/s]
Average Loss = 529.16:   8%|▊         | 2037/25000 [00:38<06:53, 55.58it/s]
Average Loss = 529.16:   8%|▊         | 2037/25000 [00:38<06:53, 55.58it/s]
Average Loss = 529.16:   8%|▊         | 2043/25000 [00:38<06:53, 55.54it/s]
Average Loss = 529.16:   8%|▊         | 2049/25000 [00:38<06:52, 55.57it/s]
Average Loss = 529.05:   8%|▊         | 2049/25000 [00:38<06:52, 55.57it/s]
Average Loss = 529.05:   8%|▊         | 2049/25000 [00:38<06:52, 55.57it/s]
Average Loss = 529.05:   8%|▊         | 2055/25000 [00:38<06:57, 54.95it/s]
Average Loss = 528.52:   8%|▊         | 2055/25000 [00:38<06:57, 54.95it/s]
Average Loss = 528.52:   8%|▊         | 2055/25000 [00:38<06:57, 54.95it/s]
Average Loss = 528.52:   8%|▊         | 2061/25000 [00:38<06:56, 55.11it/s]
Average Loss = 528.52:   8%|▊         | 2067/25000 [00:38<06:54, 55.27it/s]
Average Loss = 527.41:   8%|▊         | 2067/25000 [00:38<06:54, 55.27it/s]
Average Loss = 527.41:   8%|▊         | 2067/25000 [00:38<06:54, 55.27it/s]
Average Loss = 527.41:   8%|▊         | 2073/25000 [00:38<06:54, 55.31it/s]
Average Loss = 527.41:   8%|▊         | 2079/25000 [00:38<06:53, 55.45it/s]
Average Loss = 526.59:   8%|▊         | 2079/25000 [00:38<06:53, 55.45it/s]
Average Loss = 526.59:   8%|▊         | 2079/25000 [00:38<06:53, 55.45it/s]
Average Loss = 526.59:   8%|▊         | 2085/25000 [00:38<06:53, 55.43it/s]
Average Loss = 526.11:   8%|▊         | 2085/25000 [00:39<06:53, 55.43it/s]
Average Loss = 526.11:   8%|▊         | 2085/25000 [00:39<06:53, 55.43it/s]
Average Loss = 526.11:   8%|▊         | 2091/25000 [00:39<06:53, 55.46it/s]
Average Loss = 526.11:   8%|▊         | 2097/25000 [00:39<06:52, 55.54it/s]
Average Loss = 524.82:   8%|▊         | 2097/25000 [00:39<06:52, 55.54it/s]
Average Loss = 524.82:   8%|▊         | 2097/25000 [00:39<06:52, 55.54it/s]
Average Loss = 524.82:   8%|▊         | 2103/25000 [00:39<06:52, 55.51it/s]
Average Loss = 524.82:   8%|▊         | 2109/25000 [00:39<06:51, 55.59it/s]
Average Loss = 525.26:   8%|▊         | 2109/25000 [00:39<06:51, 55.59it/s]
Average Loss = 525.26:   8%|▊         | 2109/25000 [00:39<06:51, 55.59it/s]
Average Loss = 525.26:   8%|▊         | 2115/25000 [00:39<06:52, 55.54it/s]
Average Loss = 525.65:   8%|▊         | 2115/25000 [00:39<06:52, 55.54it/s]
Average Loss = 525.65:   8%|▊         | 2115/25000 [00:39<06:52, 55.54it/s]
Average Loss = 525.65:   8%|▊         | 2121/25000 [00:39<06:52, 55.51it/s]
Average Loss = 525.65:   9%|▊         | 2127/25000 [00:39<06:51, 55.56it/s]
Average Loss = 524.9:   9%|▊         | 2127/25000 [00:39<06:51, 55.56it/s] 
Average Loss = 524.9:   9%|▊         | 2127/25000 [00:39<06:51, 55.56it/s]
Average Loss = 524.9:   9%|▊         | 2133/25000 [00:39<06:52, 55.42it/s]
Average Loss = 524.9:   9%|▊         | 2139/25000 [00:39<06:51, 55.58it/s]
Average Loss = 524.68:   9%|▊         | 2139/25000 [00:39<06:51, 55.58it/s]
Average Loss = 524.68:   9%|▊         | 2139/25000 [00:39<06:51, 55.58it/s]
Average Loss = 524.68:   9%|▊         | 2145/25000 [00:40<06:51, 55.51it/s]
Average Loss = 523.35:   9%|▊         | 2145/25000 [00:40<06:51, 55.51it/s]
Average Loss = 523.35:   9%|▊         | 2145/25000 [00:40<06:51, 55.51it/s]
Average Loss = 523.35:   9%|▊         | 2151/25000 [00:40<06:51, 55.56it/s]
Average Loss = 523.35:   9%|▊         | 2157/25000 [00:40<06:50, 55.59it/s]
Average Loss = 521.88:   9%|▊         | 2157/25000 [00:40<06:50, 55.59it/s]
Average Loss = 521.88:   9%|▊         | 2157/25000 [00:40<06:50, 55.59it/s]
Average Loss = 521.88:   9%|▊         | 2163/25000 [00:40<06:55, 55.00it/s]
Average Loss = 521.88:   9%|▊         | 2169/25000 [00:40<06:53, 55.17it/s]
Average Loss = 521.93:   9%|▊         | 2169/25000 [00:40<06:53, 55.17it/s]
Average Loss = 521.93:   9%|▊         | 2169/25000 [00:40<06:53, 55.17it/s]
Average Loss = 521.93:   9%|▊         | 2175/25000 [00:40<06:53, 55.24it/s]
Average Loss = 521.01:   9%|▊         | 2175/25000 [00:40<06:53, 55.24it/s]
Average Loss = 521.01:   9%|▊         | 2175/25000 [00:40<06:53, 55.24it/s]
Average Loss = 521.01:   9%|▊         | 2181/25000 [00:40<06:54, 55.01it/s]
Average Loss = 521.01:   9%|▊         | 2187/25000 [00:40<06:53, 55.11it/s]
Average Loss = 520.25:   9%|▊         | 2187/25000 [00:40<06:53, 55.11it/s]
Average Loss = 520.25:   9%|▊         | 2187/25000 [00:40<06:53, 55.11it/s]
Average Loss = 520.25:   9%|▉         | 2193/25000 [00:40<06:53, 55.18it/s]
Average Loss = 520.25:   9%|▉         | 2199/25000 [00:41<06:51, 55.38it/s]
Average Loss = 519.56:   9%|▉         | 2199/25000 [00:41<06:51, 55.38it/s]
Average Loss = 519.56:   9%|▉         | 2199/25000 [00:41<06:51, 55.38it/s]
Average Loss = 519.56:   9%|▉         | 2205/25000 [00:41<06:51, 55.40it/s]
Average Loss = 518.42:   9%|▉         | 2205/25000 [00:41<06:51, 55.40it/s]
Average Loss = 518.42:   9%|▉         | 2205/25000 [00:41<06:51, 55.40it/s]
Average Loss = 518.42:   9%|▉         | 2211/25000 [00:41<06:51, 55.39it/s]
Average Loss = 518.42:   9%|▉         | 2217/25000 [00:41<06:50, 55.51it/s]
Average Loss = 517.17:   9%|▉         | 2217/25000 [00:41<06:50, 55.51it/s]
Average Loss = 517.17:   9%|▉         | 2217/25000 [00:41<06:50, 55.51it/s]
Average Loss = 517.17:   9%|▉         | 2223/25000 [00:41<06:50, 55.46it/s]
Average Loss = 517.17:   9%|▉         | 2229/25000 [00:41<06:49, 55.55it/s]
Average Loss = 515.41:   9%|▉         | 2229/25000 [00:41<06:49, 55.55it/s]
Average Loss = 515.41:   9%|▉         | 2229/25000 [00:41<06:49, 55.55it/s]
Average Loss = 515.41:   9%|▉         | 2235/25000 [00:41<06:49, 55.55it/s]
Average Loss = 514.63:   9%|▉         | 2235/25000 [00:41<06:49, 55.55it/s]
Average Loss = 514.63:   9%|▉         | 2235/25000 [00:41<06:49, 55.55it/s]
Average Loss = 514.63:   9%|▉         | 2241/25000 [00:41<06:49, 55.61it/s]
Average Loss = 514.63:   9%|▉         | 2247/25000 [00:41<06:49, 55.56it/s]
Average Loss = 513.14:   9%|▉         | 2247/25000 [00:41<06:49, 55.56it/s]
Average Loss = 513.14:   9%|▉         | 2247/25000 [00:41<06:49, 55.56it/s]
Average Loss = 513.14:   9%|▉         | 2253/25000 [00:42<06:49, 55.49it/s]
Average Loss = 513.14:   9%|▉         | 2259/25000 [00:42<06:49, 55.59it/s]
Average Loss = 512.94:   9%|▉         | 2259/25000 [00:42<06:49, 55.59it/s]
Average Loss = 512.94:   9%|▉         | 2259/25000 [00:42<06:49, 55.59it/s]
Average Loss = 512.94:   9%|▉         | 2265/25000 [00:42<06:49, 55.53it/s]
Average Loss = 512.39:   9%|▉         | 2265/25000 [00:42<06:49, 55.53it/s]
Average Loss = 512.39:   9%|▉         | 2265/25000 [00:42<06:49, 55.53it/s]
Average Loss = 512.39:   9%|▉         | 2271/25000 [00:42<07:07, 53.18it/s]
Average Loss = 512.39:   9%|▉         | 2277/25000 [00:42<07:38, 49.56it/s]
Average Loss = 512.29:   9%|▉         | 2277/25000 [00:42<07:38, 49.56it/s]
Average Loss = 512.29:   9%|▉         | 2277/25000 [00:42<07:38, 49.56it/s]
Average Loss = 512.29:   9%|▉         | 2283/25000 [00:42<07:24, 51.14it/s]
Average Loss = 512.29:   9%|▉         | 2289/25000 [00:42<07:13, 52.38it/s]
Average Loss = 511.63:   9%|▉         | 2289/25000 [00:42<07:13, 52.38it/s]
Average Loss = 511.63:   9%|▉         | 2289/25000 [00:42<07:13, 52.38it/s]
Average Loss = 511.63:   9%|▉         | 2295/25000 [00:42<07:06, 53.23it/s]
Average Loss = 511.36:   9%|▉         | 2295/25000 [00:42<07:06, 53.23it/s]
Average Loss = 511.36:   9%|▉         | 2295/25000 [00:42<07:06, 53.23it/s]
Average Loss = 511.36:   9%|▉         | 2301/25000 [00:42<07:01, 53.86it/s]
Average Loss = 511.36:   9%|▉         | 2307/25000 [00:43<06:57, 54.36it/s]
Average Loss = 511.2:   9%|▉         | 2307/25000 [00:43<06:57, 54.36it/s] 
Average Loss = 511.2:   9%|▉         | 2307/25000 [00:43<06:57, 54.36it/s]
Average Loss = 511.2:   9%|▉         | 2313/25000 [00:43<06:54, 54.71it/s]
Average Loss = 511.2:   9%|▉         | 2319/25000 [00:43<06:51, 55.06it/s]
Average Loss = 509.89:   9%|▉         | 2319/25000 [00:43<06:51, 55.06it/s]
Average Loss = 509.89:   9%|▉         | 2319/25000 [00:43<06:51, 55.06it/s]
Average Loss = 509.89:   9%|▉         | 2325/25000 [00:43<06:51, 55.16it/s]
Average Loss = 507.72:   9%|▉         | 2325/25000 [00:43<06:51, 55.16it/s]
Average Loss = 507.72:   9%|▉         | 2325/25000 [00:43<06:51, 55.16it/s]
Average Loss = 507.72:   9%|▉         | 2331/25000 [00:43<06:49, 55.30it/s]
Average Loss = 507.72:   9%|▉         | 2337/25000 [00:43<06:48, 55.43it/s]
Average Loss = 506.36:   9%|▉         | 2337/25000 [00:43<06:48, 55.43it/s]
Average Loss = 506.36:   9%|▉         | 2337/25000 [00:43<06:48, 55.43it/s]
Average Loss = 506.36:   9%|▉         | 2343/25000 [00:43<06:49, 55.38it/s]
Average Loss = 506.36:   9%|▉         | 2349/25000 [00:43<06:48, 55.48it/s]
Average Loss = 502.96:   9%|▉         | 2349/25000 [00:43<06:48, 55.48it/s]
Average Loss = 502.96:   9%|▉         | 2349/25000 [00:43<06:48, 55.48it/s]
Average Loss = 502.96:   9%|▉         | 2355/25000 [00:43<06:48, 55.46it/s]
Average Loss = 501.28:   9%|▉         | 2355/25000 [00:44<06:48, 55.46it/s]
Average Loss = 501.28:   9%|▉         | 2355/25000 [00:44<06:48, 55.46it/s]
Average Loss = 501.28:   9%|▉         | 2361/25000 [00:44<06:48, 55.47it/s]
Average Loss = 501.28:   9%|▉         | 2367/25000 [00:44<06:47, 55.52it/s]
Average Loss = 501.36:   9%|▉         | 2367/25000 [00:44<06:47, 55.52it/s]
Average Loss = 501.36:   9%|▉         | 2367/25000 [00:44<06:47, 55.52it/s]
Average Loss = 501.36:   9%|▉         | 2373/25000 [00:44<06:48, 55.42it/s]
Average Loss = 501.36:  10%|▉         | 2379/25000 [00:44<06:47, 55.45it/s]
Average Loss = 502.33:  10%|▉         | 2379/25000 [00:44<06:47, 55.45it/s]
Average Loss = 502.33:  10%|▉         | 2379/25000 [00:44<06:47, 55.45it/s]
Average Loss = 502.33:  10%|▉         | 2385/25000 [00:44<06:53, 54.74it/s]
Average Loss = 498.12:  10%|▉         | 2385/25000 [00:44<06:53, 54.74it/s]
Average Loss = 498.12:  10%|▉         | 2385/25000 [00:44<06:53, 54.74it/s]
Average Loss = 498.12:  10%|▉         | 2391/25000 [00:44<06:51, 54.91it/s]
Average Loss = 498.12:  10%|▉         | 2398/25000 [00:44<06:29, 58.04it/s]
Average Loss = 497.29:  10%|▉         | 2398/25000 [00:44<06:29, 58.04it/s]
Average Loss = 497.29:  10%|▉         | 2398/25000 [00:44<06:29, 58.04it/s]
Average Loss = 497.29:  10%|▉         | 2408/25000 [00:44<05:45, 65.40it/s]
Average Loss = 496.71:  10%|▉         | 2408/25000 [00:44<05:45, 65.40it/s]
Average Loss = 496.71:  10%|▉         | 2408/25000 [00:44<05:45, 65.40it/s]
Average Loss = 496.71:  10%|▉         | 2416/25000 [00:44<05:37, 66.83it/s]
Average Loss = 496.15:  10%|▉         | 2416/25000 [00:44<05:37, 66.83it/s]
Average Loss = 496.15:  10%|▉         | 2416/25000 [00:44<05:37, 66.83it/s]
Average Loss = 496.15:  10%|▉         | 2423/25000 [00:45<06:10, 60.86it/s]
Average Loss = 495.36:  10%|▉         | 2423/25000 [00:45<06:10, 60.86it/s]
Average Loss = 495.36:  10%|▉         | 2423/25000 [00:45<06:10, 60.86it/s]
Average Loss = 495.36:  10%|▉         | 2432/25000 [00:45<05:36, 67.09it/s]
Average Loss = 494.01:  10%|▉         | 2432/25000 [00:45<05:36, 67.09it/s]
Average Loss = 494.01:  10%|▉         | 2432/25000 [00:45<05:36, 67.09it/s]
Average Loss = 494.01:  10%|▉         | 2442/25000 [00:45<05:08, 73.14it/s]
Average Loss = 494.01:  10%|▉         | 2450/25000 [00:45<05:22, 69.86it/s]
Average Loss = 492.17:  10%|▉         | 2450/25000 [00:45<05:22, 69.86it/s]
Average Loss = 492.17:  10%|▉         | 2450/25000 [00:45<05:22, 69.86it/s]
Average Loss = 492.17:  10%|▉         | 2458/25000 [00:45<06:00, 62.56it/s]
Average Loss = 490.8:  10%|▉         | 2458/25000 [00:45<06:00, 62.56it/s] 
Average Loss = 490.8:  10%|▉         | 2458/25000 [00:45<06:00, 62.56it/s]
Average Loss = 490.8:  10%|▉         | 2465/25000 [00:45<06:27, 58.18it/s]
Average Loss = 491.46:  10%|▉         | 2465/25000 [00:45<06:27, 58.18it/s]
Average Loss = 491.46:  10%|▉         | 2465/25000 [00:45<06:27, 58.18it/s]
Average Loss = 491.46:  10%|▉         | 2472/25000 [00:45<06:08, 61.06it/s]
Average Loss = 491.35:  10%|▉         | 2472/25000 [00:45<06:08, 61.06it/s]
Average Loss = 491.35:  10%|▉         | 2472/25000 [00:45<06:08, 61.06it/s]
Average Loss = 491.35:  10%|▉         | 2482/25000 [00:45<05:30, 68.06it/s]
Average Loss = 491.04:  10%|▉         | 2482/25000 [00:45<05:30, 68.06it/s]
Average Loss = 491.04:  10%|▉         | 2482/25000 [00:45<05:30, 68.06it/s]
Average Loss = 491.04:  10%|▉         | 2491/25000 [00:45<05:21, 70.08it/s]
Average Loss = 491.04:  10%|▉         | 2499/25000 [00:46<05:59, 62.62it/s]
Average Loss = 490.09:  10%|▉         | 2499/25000 [00:46<05:59, 62.62it/s]
Average Loss = 490.09:  10%|▉         | 2499/25000 [00:46<05:59, 62.62it/s]
Average Loss = 490.09:  10%|█         | 2508/25000 [00:46<05:31, 67.90it/s]
Average Loss = 491.01:  10%|█         | 2508/25000 [00:46<05:31, 67.90it/s]
Average Loss = 491.01:  10%|█         | 2508/25000 [00:46<05:31, 67.90it/s]
Average Loss = 491.01:  10%|█         | 2518/25000 [00:46<05:06, 73.27it/s]
Average Loss = 490.72:  10%|█         | 2518/25000 [00:46<05:06, 73.27it/s]
Average Loss = 490.72:  10%|█         | 2518/25000 [00:46<05:06, 73.27it/s]
Average Loss = 490.72:  10%|█         | 2526/25000 [00:46<05:32, 67.62it/s]
Average Loss = 489.53:  10%|█         | 2526/25000 [00:46<05:32, 67.62it/s]
Average Loss = 489.53:  10%|█         | 2526/25000 [00:46<05:32, 67.62it/s]
Average Loss = 489.53:  10%|█         | 2534/25000 [00:46<06:06, 61.23it/s]
Average Loss = 489.04:  10%|█         | 2534/25000 [00:46<06:06, 61.23it/s]
Average Loss = 489.04:  10%|█         | 2534/25000 [00:46<06:06, 61.23it/s]
Average Loss = 489.04:  10%|█         | 2541/25000 [00:46<06:31, 57.43it/s]
Average Loss = 489.04:  10%|█         | 2549/25000 [00:46<05:57, 62.72it/s]
Average Loss = 488.16:  10%|█         | 2549/25000 [00:46<05:57, 62.72it/s]
Average Loss = 488.16:  10%|█         | 2549/25000 [00:46<05:57, 62.72it/s]
Average Loss = 488.16:  10%|█         | 2559/25000 [00:47<05:23, 69.45it/s]
Average Loss = 488.35:  10%|█         | 2559/25000 [00:47<05:23, 69.45it/s]
Average Loss = 488.35:  10%|█         | 2559/25000 [00:47<05:23, 69.45it/s]
Average Loss = 488.35:  10%|█         | 2567/25000 [00:47<05:20, 70.07it/s]
Average Loss = 486.84:  10%|█         | 2567/25000 [00:47<05:20, 70.07it/s]
Average Loss = 486.84:  10%|█         | 2567/25000 [00:47<05:20, 70.07it/s]
Average Loss = 486.84:  10%|█         | 2575/25000 [00:47<05:33, 67.25it/s]
Average Loss = 486.29:  10%|█         | 2575/25000 [00:47<05:33, 67.25it/s]
Average Loss = 486.29:  10%|█         | 2575/25000 [00:47<05:33, 67.25it/s]
Average Loss = 486.29:  10%|█         | 2585/25000 [00:47<05:06, 73.23it/s]
Average Loss = 484.72:  10%|█         | 2585/25000 [00:47<05:06, 73.23it/s]
Average Loss = 484.72:  10%|█         | 2585/25000 [00:47<05:06, 73.23it/s]
Average Loss = 484.72:  10%|█         | 2594/25000 [00:47<04:56, 75.51it/s]
Average Loss = 485.21:  10%|█         | 2594/25000 [00:47<04:56, 75.51it/s]
Average Loss = 485.21:  10%|█         | 2594/25000 [00:47<04:56, 75.51it/s]
Average Loss = 485.21:  10%|█         | 2602/25000 [00:47<05:29, 67.89it/s]
Average Loss = 485.21:  10%|█         | 2610/25000 [00:47<05:33, 67.13it/s]
Average Loss = 485.41:  10%|█         | 2610/25000 [00:47<05:33, 67.13it/s]
Average Loss = 485.41:  10%|█         | 2610/25000 [00:47<05:33, 67.13it/s]
Average Loss = 485.41:  10%|█         | 2617/25000 [00:47<05:55, 63.03it/s]
Average Loss = 485.31:  10%|█         | 2617/25000 [00:47<05:55, 63.03it/s]
Average Loss = 485.31:  10%|█         | 2617/25000 [00:47<05:55, 63.03it/s]
Average Loss = 485.31:  10%|█         | 2624/25000 [00:47<06:10, 60.42it/s]
Average Loss = 484.23:  10%|█         | 2624/25000 [00:48<06:10, 60.42it/s]
Average Loss = 484.23:  10%|█         | 2624/25000 [00:48<06:10, 60.42it/s]
Average Loss = 484.23:  11%|█         | 2631/25000 [00:48<06:20, 58.82it/s]
Average Loss = 484.23:  11%|█         | 2638/25000 [00:48<06:27, 57.77it/s]
Average Loss = 482.8:  11%|█         | 2638/25000 [00:48<06:27, 57.77it/s] 
Average Loss = 482.8:  11%|█         | 2638/25000 [00:48<06:27, 57.77it/s]
Average Loss = 482.8:  11%|█         | 2644/25000 [00:48<06:32, 56.92it/s]
Average Loss = 482.8:  11%|█         | 2650/25000 [00:48<06:40, 55.80it/s]
Average Loss = 482.03:  11%|█         | 2650/25000 [00:48<06:40, 55.80it/s]
Average Loss = 482.03:  11%|█         | 2650/25000 [00:48<06:40, 55.80it/s]
Average Loss = 482.03:  11%|█         | 2656/25000 [00:48<06:42, 55.58it/s]
Average Loss = 478.93:  11%|█         | 2656/25000 [00:48<06:42, 55.58it/s]
Average Loss = 478.93:  11%|█         | 2656/25000 [00:48<06:42, 55.58it/s]
Average Loss = 478.93:  11%|█         | 2662/25000 [00:48<06:42, 55.48it/s]
Average Loss = 478.93:  11%|█         | 2668/25000 [00:48<06:42, 55.44it/s]
Average Loss = 478.27:  11%|█         | 2668/25000 [00:48<06:42, 55.44it/s]
Average Loss = 478.27:  11%|█         | 2668/25000 [00:48<06:42, 55.44it/s]
Average Loss = 478.27:  11%|█         | 2674/25000 [00:48<06:42, 55.40it/s]
Average Loss = 478.27:  11%|█         | 2680/25000 [00:49<06:42, 55.39it/s]
Average Loss = 477.72:  11%|█         | 2680/25000 [00:49<06:42, 55.39it/s]
Average Loss = 477.72:  11%|█         | 2680/25000 [00:49<06:42, 55.39it/s]
Average Loss = 477.72:  11%|█         | 2686/25000 [00:49<06:43, 55.28it/s]
Average Loss = 477.47:  11%|█         | 2686/25000 [00:49<06:43, 55.28it/s]
Average Loss = 477.47:  11%|█         | 2686/25000 [00:49<06:43, 55.28it/s]
Average Loss = 477.47:  11%|█         | 2692/25000 [00:49<06:44, 55.16it/s]
Average Loss = 477.47:  11%|█         | 2698/25000 [00:49<06:43, 55.31it/s]
Average Loss = 477.44:  11%|█         | 2698/25000 [00:49<06:43, 55.31it/s]
Average Loss = 477.44:  11%|█         | 2698/25000 [00:49<06:43, 55.31it/s]
Average Loss = 477.44:  11%|█         | 2704/25000 [00:49<06:43, 55.22it/s]
Average Loss = 477.44:  11%|█         | 2710/25000 [00:49<06:42, 55.31it/s]
Average Loss = 476.07:  11%|█         | 2710/25000 [00:49<06:42, 55.31it/s]
Average Loss = 476.07:  11%|█         | 2710/25000 [00:49<06:42, 55.31it/s]
Average Loss = 476.07:  11%|█         | 2716/25000 [00:49<06:42, 55.38it/s]
Average Loss = 476.22:  11%|█         | 2716/25000 [00:49<06:42, 55.38it/s]
Average Loss = 476.22:  11%|█         | 2716/25000 [00:49<06:42, 55.38it/s]
Average Loss = 476.22:  11%|█         | 2722/25000 [00:49<06:42, 55.35it/s]
Average Loss = 476.22:  11%|█         | 2728/25000 [00:49<06:41, 55.43it/s]
Average Loss = 475.1:  11%|█         | 2728/25000 [00:49<06:41, 55.43it/s] 
Average Loss = 475.1:  11%|█         | 2728/25000 [00:49<06:41, 55.43it/s]
Average Loss = 475.1:  11%|█         | 2734/25000 [00:49<06:42, 55.38it/s]
Average Loss = 475.1:  11%|█         | 2740/25000 [00:50<06:41, 55.39it/s]
Average Loss = 474.3:  11%|█         | 2740/25000 [00:50<06:41, 55.39it/s]
Average Loss = 474.3:  11%|█         | 2740/25000 [00:50<06:41, 55.39it/s]
Average Loss = 474.3:  11%|█         | 2746/25000 [00:50<06:42, 55.33it/s]
Average Loss = 473.61:  11%|█         | 2746/25000 [00:50<06:42, 55.33it/s]
Average Loss = 473.61:  11%|█         | 2746/25000 [00:50<06:42, 55.33it/s]
Average Loss = 473.61:  11%|█         | 2752/25000 [00:50<06:42, 55.27it/s]
Average Loss = 473.61:  11%|█         | 2758/25000 [00:50<06:46, 54.75it/s]
Average Loss = 473.6:  11%|█         | 2758/25000 [00:50<06:46, 54.75it/s] 
Average Loss = 473.6:  11%|█         | 2758/25000 [00:50<06:46, 54.75it/s]
Average Loss = 473.6:  11%|█         | 2764/25000 [00:50<06:45, 54.84it/s]
Average Loss = 473.6:  11%|█         | 2770/25000 [00:50<06:43, 55.04it/s]
Average Loss = 472.8:  11%|█         | 2770/25000 [00:50<06:43, 55.04it/s]
Average Loss = 472.8:  11%|█         | 2770/25000 [00:50<06:43, 55.04it/s]
Average Loss = 472.8:  11%|█         | 2776/25000 [00:50<06:43, 55.12it/s]
Average Loss = 471.17:  11%|█         | 2776/25000 [00:50<06:43, 55.12it/s]
Average Loss = 471.17:  11%|█         | 2776/25000 [00:50<06:43, 55.12it/s]
Average Loss = 471.17:  11%|█         | 2782/25000 [00:50<06:43, 55.08it/s]
Average Loss = 471.17:  11%|█         | 2788/25000 [00:50<06:42, 55.22it/s]
Average Loss = 470.7:  11%|█         | 2788/25000 [00:51<06:42, 55.22it/s] 
Average Loss = 470.7:  11%|█         | 2788/25000 [00:51<06:42, 55.22it/s]
Average Loss = 470.7:  11%|█         | 2794/25000 [00:51<06:41, 55.27it/s]
Average Loss = 470.7:  11%|█         | 2800/25000 [00:51<06:40, 55.36it/s]
Average Loss = 470.82:  11%|█         | 2800/25000 [00:51<06:40, 55.36it/s]
Average Loss = 470.82:  11%|█         | 2800/25000 [00:51<06:40, 55.36it/s]
Average Loss = 470.82:  11%|█         | 2806/25000 [00:51<06:42, 55.09it/s]
Average Loss = 469.74:  11%|█         | 2806/25000 [00:51<06:42, 55.09it/s]
Average Loss = 469.74:  11%|█         | 2806/25000 [00:51<06:42, 55.09it/s]
Average Loss = 469.74:  11%|█         | 2812/25000 [00:51<06:42, 55.14it/s]
Average Loss = 469.74:  11%|█▏        | 2818/25000 [00:51<06:41, 55.21it/s]
Average Loss = 468.93:  11%|█▏        | 2818/25000 [00:51<06:41, 55.21it/s]
Average Loss = 468.93:  11%|█▏        | 2818/25000 [00:51<06:41, 55.21it/s]
Average Loss = 468.93:  11%|█▏        | 2824/25000 [00:51<06:41, 55.18it/s]
Average Loss = 468.93:  11%|█▏        | 2830/25000 [00:51<06:41, 55.28it/s]
Average Loss = 468.25:  11%|█▏        | 2830/25000 [00:51<06:41, 55.28it/s]
Average Loss = 468.25:  11%|█▏        | 2830/25000 [00:51<06:41, 55.28it/s]
Average Loss = 468.25:  11%|█▏        | 2836/25000 [00:51<06:41, 55.21it/s]
Average Loss = 467.94:  11%|█▏        | 2836/25000 [00:51<06:41, 55.21it/s]
Average Loss = 467.94:  11%|█▏        | 2836/25000 [00:51<06:41, 55.21it/s]
Average Loss = 467.94:  11%|█▏        | 2842/25000 [00:51<06:41, 55.18it/s]
Average Loss = 467.94:  11%|█▏        | 2848/25000 [00:52<06:40, 55.26it/s]
Average Loss = 467.3:  11%|█▏        | 2848/25000 [00:52<06:40, 55.26it/s] 
Average Loss = 467.3:  11%|█▏        | 2848/25000 [00:52<06:40, 55.26it/s]
Average Loss = 467.3:  11%|█▏        | 2854/25000 [00:52<06:40, 55.28it/s]
Average Loss = 467.3:  11%|█▏        | 2860/25000 [00:52<06:40, 55.28it/s]
Average Loss = 466.82:  11%|█▏        | 2860/25000 [00:52<06:40, 55.28it/s]
Average Loss = 466.82:  11%|█▏        | 2860/25000 [00:52<06:40, 55.28it/s]
Average Loss = 466.82:  11%|█▏        | 2866/25000 [00:52<06:44, 54.71it/s]
Average Loss = 465.06:  11%|█▏        | 2866/25000 [00:52<06:44, 54.71it/s]
Average Loss = 465.06:  11%|█▏        | 2866/25000 [00:52<06:44, 54.71it/s]
Average Loss = 465.06:  11%|█▏        | 2872/25000 [00:52<06:43, 54.84it/s]
Average Loss = 465.06:  12%|█▏        | 2878/25000 [00:52<06:41, 55.08it/s]
Average Loss = 465.15:  12%|█▏        | 2878/25000 [00:52<06:41, 55.08it/s]
Average Loss = 465.15:  12%|█▏        | 2878/25000 [00:52<06:41, 55.08it/s]
Average Loss = 465.15:  12%|█▏        | 2884/25000 [00:52<06:40, 55.20it/s]
Average Loss = 465.15:  12%|█▏        | 2890/25000 [00:52<06:39, 55.32it/s]
Average Loss = 464.57:  12%|█▏        | 2890/25000 [00:52<06:39, 55.32it/s]
Average Loss = 464.57:  12%|█▏        | 2890/25000 [00:52<06:39, 55.32it/s]
Average Loss = 464.57:  12%|█▏        | 2896/25000 [00:52<06:40, 55.22it/s]
Average Loss = 463.38:  12%|█▏        | 2896/25000 [00:53<06:40, 55.22it/s]
Average Loss = 463.38:  12%|█▏        | 2896/25000 [00:53<06:40, 55.22it/s]
Average Loss = 463.38:  12%|█▏        | 2902/25000 [00:53<06:40, 55.21it/s]
Average Loss = 463.38:  12%|█▏        | 2908/25000 [00:53<06:39, 55.29it/s]
Average Loss = 462.6:  12%|█▏        | 2908/25000 [00:53<06:39, 55.29it/s] 
Average Loss = 462.6:  12%|█▏        | 2908/25000 [00:53<06:39, 55.29it/s]
Average Loss = 462.6:  12%|█▏        | 2914/25000 [00:53<06:39, 55.28it/s]
Average Loss = 462.6:  12%|█▏        | 2920/25000 [00:53<06:38, 55.42it/s]
Average Loss = 461.69:  12%|█▏        | 2920/25000 [00:53<06:38, 55.42it/s]
Average Loss = 461.69:  12%|█▏        | 2920/25000 [00:53<06:38, 55.42it/s]
Average Loss = 461.69:  12%|█▏        | 2926/25000 [00:53<06:38, 55.37it/s]
Average Loss = 459.93:  12%|█▏        | 2926/25000 [00:53<06:38, 55.37it/s]
Average Loss = 459.93:  12%|█▏        | 2926/25000 [00:53<06:38, 55.37it/s]
Average Loss = 459.93:  12%|█▏        | 2932/25000 [00:53<06:38, 55.32it/s]
Average Loss = 459.93:  12%|█▏        | 2938/25000 [00:53<06:38, 55.31it/s]
Average Loss = 459.93:  12%|█▏        | 2938/25000 [00:53<06:38, 55.31it/s]
Average Loss = 459.93:  12%|█▏        | 2938/25000 [00:53<06:38, 55.31it/s]
Average Loss = 459.93:  12%|█▏        | 2944/25000 [00:53<06:55, 53.04it/s]
Average Loss = 459.93:  12%|█▏        | 2950/25000 [00:53<07:47, 47.20it/s]
Average Loss = 458.67:  12%|█▏        | 2950/25000 [00:53<07:47, 47.20it/s]
Average Loss = 458.67:  12%|█▏        | 2950/25000 [00:53<07:47, 47.20it/s]
Average Loss = 458.67:  12%|█▏        | 2955/25000 [00:54<08:27, 43.40it/s]
Average Loss = 458.42:  12%|█▏        | 2955/25000 [00:54<08:27, 43.40it/s]
Average Loss = 458.42:  12%|█▏        | 2955/25000 [00:54<08:27, 43.40it/s]
Average Loss = 458.42:  12%|█▏        | 2961/25000 [00:54<08:00, 45.85it/s]
Average Loss = 458.42:  12%|█▏        | 2967/25000 [00:54<07:34, 48.43it/s]
Average Loss = 457.84:  12%|█▏        | 2967/25000 [00:54<07:34, 48.43it/s]
Average Loss = 457.84:  12%|█▏        | 2967/25000 [00:54<07:34, 48.43it/s]
Average Loss = 457.84:  12%|█▏        | 2972/25000 [00:54<08:21, 43.91it/s]
Average Loss = 457.84:  12%|█▏        | 2977/25000 [00:54<08:31, 43.08it/s]
Average Loss = 456.98:  12%|█▏        | 2977/25000 [00:54<08:31, 43.08it/s]
Average Loss = 456.98:  12%|█▏        | 2977/25000 [00:54<08:31, 43.08it/s]
Average Loss = 456.98:  12%|█▏        | 2983/25000 [00:54<07:56, 46.17it/s]
Average Loss = 456.98:  12%|█▏        | 2988/25000 [00:54<08:20, 43.95it/s]
Average Loss = 455.98:  12%|█▏        | 2988/25000 [00:54<08:20, 43.95it/s]
Average Loss = 455.98:  12%|█▏        | 2988/25000 [00:54<08:20, 43.95it/s]
Average Loss = 455.98:  12%|█▏        | 2993/25000 [00:54<08:46, 41.84it/s]
Average Loss = 455.98:  12%|█▏        | 2999/25000 [00:55<08:03, 45.46it/s]
Average Loss = 455.49:  12%|█▏        | 2999/25000 [00:55<08:03, 45.46it/s]
Average Loss = 455.49:  12%|█▏        | 2999/25000 [00:55<08:03, 45.46it/s]
Average Loss = 455.49:  12%|█▏        | 3005/25000 [00:55<07:37, 48.08it/s]
Average Loss = 455.49:  12%|█▏        | 3010/25000 [00:55<08:30, 43.12it/s]
Average Loss = 455.45:  12%|█▏        | 3010/25000 [00:55<08:30, 43.12it/s]
Average Loss = 455.45:  12%|█▏        | 3010/25000 [00:55<08:30, 43.12it/s]
Average Loss = 455.45:  12%|█▏        | 3015/25000 [00:55<08:33, 42.83it/s]
Average Loss = 453.94:  12%|█▏        | 3015/25000 [00:55<08:33, 42.83it/s]
Average Loss = 453.94:  12%|█▏        | 3015/25000 [00:55<08:33, 42.83it/s]
Average Loss = 453.94:  12%|█▏        | 3021/25000 [00:55<07:59, 45.80it/s]
Average Loss = 453.94:  12%|█▏        | 3026/25000 [00:55<08:09, 44.87it/s]
Average Loss = 452.95:  12%|█▏        | 3026/25000 [00:55<08:09, 44.87it/s]
Average Loss = 452.95:  12%|█▏        | 3026/25000 [00:55<08:09, 44.87it/s]
Average Loss = 452.95:  12%|█▏        | 3031/25000 [00:55<08:32, 42.83it/s]
Average Loss = 452.95:  12%|█▏        | 3037/25000 [00:55<07:58, 45.94it/s]
Average Loss = 452.99:  12%|█▏        | 3037/25000 [00:55<07:58, 45.94it/s]
Average Loss = 452.99:  12%|█▏        | 3037/25000 [00:55<07:58, 45.94it/s]
Average Loss = 452.99:  12%|█▏        | 3042/25000 [00:55<07:48, 46.90it/s]
Average Loss = 452.99:  12%|█▏        | 3047/25000 [00:56<07:58, 45.87it/s]
Average Loss = 452.16:  12%|█▏        | 3047/25000 [00:56<07:58, 45.87it/s]
Average Loss = 452.16:  12%|█▏        | 3047/25000 [00:56<07:58, 45.87it/s]
Average Loss = 452.16:  12%|█▏        | 3053/25000 [00:56<07:34, 48.29it/s]
Average Loss = 452.16:  12%|█▏        | 3059/25000 [00:56<07:16, 50.21it/s]
Average Loss = 450.21:  12%|█▏        | 3059/25000 [00:56<07:16, 50.21it/s]
Average Loss = 450.21:  12%|█▏        | 3059/25000 [00:56<07:16, 50.21it/s]
Average Loss = 450.21:  12%|█▏        | 3065/25000 [00:56<07:07, 51.29it/s]
Average Loss = 450.33:  12%|█▏        | 3065/25000 [00:56<07:07, 51.29it/s]
Average Loss = 450.33:  12%|█▏        | 3065/25000 [00:56<07:07, 51.29it/s]
Average Loss = 450.33:  12%|█▏        | 3071/25000 [00:56<06:58, 52.43it/s]
Average Loss = 450.33:  12%|█▏        | 3077/25000 [00:56<06:50, 53.37it/s]
Average Loss = 450.19:  12%|█▏        | 3077/25000 [00:56<06:50, 53.37it/s]
Average Loss = 450.19:  12%|█▏        | 3077/25000 [00:56<06:50, 53.37it/s]
Average Loss = 450.19:  12%|█▏        | 3083/25000 [00:56<06:46, 53.98it/s]
Average Loss = 450.19:  12%|█▏        | 3089/25000 [00:56<06:42, 54.41it/s]
Average Loss = 450.15:  12%|█▏        | 3089/25000 [00:56<06:42, 54.41it/s]
Average Loss = 450.15:  12%|█▏        | 3089/25000 [00:56<06:42, 54.41it/s]
Average Loss = 450.15:  12%|█▏        | 3095/25000 [00:56<06:40, 54.65it/s]
Average Loss = 449.6:  12%|█▏        | 3095/25000 [00:57<06:40, 54.65it/s] 
Average Loss = 449.6:  12%|█▏        | 3095/25000 [00:57<06:40, 54.65it/s]
Average Loss = 449.6:  12%|█▏        | 3101/25000 [00:57<06:38, 54.95it/s]
Average Loss = 449.6:  12%|█▏        | 3107/25000 [00:57<06:37, 55.09it/s]
Average Loss = 448.69:  12%|█▏        | 3107/25000 [00:57<06:37, 55.09it/s]
Average Loss = 448.69:  12%|█▏        | 3107/25000 [00:57<06:37, 55.09it/s]
Average Loss = 448.69:  12%|█▏        | 3113/25000 [00:57<06:36, 55.17it/s]
Average Loss = 448.69:  12%|█▏        | 3119/25000 [00:57<06:36, 55.22it/s]
Average Loss = 447.98:  12%|█▏        | 3119/25000 [00:57<06:36, 55.22it/s]
Average Loss = 447.98:  12%|█▏        | 3119/25000 [00:57<06:36, 55.22it/s]
Average Loss = 447.98:  12%|█▎        | 3125/25000 [00:57<06:35, 55.28it/s]
Average Loss = 447.6:  12%|█▎        | 3125/25000 [00:57<06:35, 55.28it/s] 
Average Loss = 447.6:  12%|█▎        | 3125/25000 [00:57<06:35, 55.28it/s]
Average Loss = 447.6:  13%|█▎        | 3131/25000 [00:57<06:34, 55.37it/s]
Average Loss = 447.6:  13%|█▎        | 3137/25000 [00:57<06:33, 55.49it/s]
Average Loss = 445.24:  13%|█▎        | 3137/25000 [00:57<06:33, 55.49it/s]
Average Loss = 445.24:  13%|█▎        | 3137/25000 [00:57<06:33, 55.49it/s]
Average Loss = 445.24:  13%|█▎        | 3143/25000 [00:57<06:34, 55.45it/s]
Average Loss = 445.24:  13%|█▎        | 3149/25000 [00:57<06:33, 55.50it/s]
Average Loss = 445.71:  13%|█▎        | 3149/25000 [00:57<06:33, 55.50it/s]
Average Loss = 445.71:  13%|█▎        | 3149/25000 [00:57<06:33, 55.50it/s]
Average Loss = 445.71:  13%|█▎        | 3155/25000 [00:58<06:33, 55.49it/s]
Average Loss = 445.64:  13%|█▎        | 3155/25000 [00:58<06:33, 55.49it/s]
Average Loss = 445.64:  13%|█▎        | 3155/25000 [00:58<06:33, 55.49it/s]
Average Loss = 445.64:  13%|█▎        | 3161/25000 [00:58<06:33, 55.50it/s]
Average Loss = 445.64:  13%|█▎        | 3167/25000 [00:58<06:33, 55.54it/s]
Average Loss = 444.2:  13%|█▎        | 3167/25000 [00:58<06:33, 55.54it/s] 
Average Loss = 444.2:  13%|█▎        | 3167/25000 [00:58<06:33, 55.54it/s]
Average Loss = 444.2:  13%|█▎        | 3173/25000 [00:58<06:37, 54.92it/s]
Average Loss = 444.2:  13%|█▎        | 3179/25000 [00:58<06:35, 55.18it/s]
Average Loss = 443.86:  13%|█▎        | 3179/25000 [00:58<06:35, 55.18it/s]
Average Loss = 443.86:  13%|█▎        | 3179/25000 [00:58<06:35, 55.18it/s]
Average Loss = 443.86:  13%|█▎        | 3185/25000 [00:58<06:34, 55.25it/s]
Average Loss = 443.3:  13%|█▎        | 3185/25000 [00:58<06:34, 55.25it/s] 
Average Loss = 443.3:  13%|█▎        | 3185/25000 [00:58<06:34, 55.25it/s]
Average Loss = 443.3:  13%|█▎        | 3191/25000 [00:58<06:34, 55.33it/s]
Average Loss = 443.3:  13%|█▎        | 3197/25000 [00:58<06:33, 55.41it/s]
Average Loss = 442.47:  13%|█▎        | 3197/25000 [00:58<06:33, 55.41it/s]
Average Loss = 442.47:  13%|█▎        | 3197/25000 [00:58<06:33, 55.41it/s]
Average Loss = 442.47:  13%|█▎        | 3203/25000 [00:58<06:33, 55.43it/s]
Average Loss = 442.47:  13%|█▎        | 3209/25000 [00:59<06:32, 55.52it/s]
Average Loss = 442.25:  13%|█▎        | 3209/25000 [00:59<06:32, 55.52it/s]
Average Loss = 442.25:  13%|█▎        | 3209/25000 [00:59<06:32, 55.52it/s]
Average Loss = 442.25:  13%|█▎        | 3215/25000 [00:59<06:32, 55.52it/s]
Average Loss = 441.87:  13%|█▎        | 3215/25000 [00:59<06:32, 55.52it/s]
Average Loss = 441.87:  13%|█▎        | 3215/25000 [00:59<06:32, 55.52it/s]
Average Loss = 441.87:  13%|█▎        | 3221/25000 [00:59<06:32, 55.49it/s]
Average Loss = 441.87:  13%|█▎        | 3227/25000 [00:59<06:32, 55.53it/s]
Average Loss = 440.98:  13%|█▎        | 3227/25000 [00:59<06:32, 55.53it/s]
Average Loss = 440.98:  13%|█▎        | 3227/25000 [00:59<06:32, 55.53it/s]
Average Loss = 440.98:  13%|█▎        | 3233/25000 [00:59<06:32, 55.49it/s]
Average Loss = 440.98:  13%|█▎        | 3239/25000 [00:59<06:31, 55.59it/s]
Average Loss = 439.4:  13%|█▎        | 3239/25000 [00:59<06:31, 55.59it/s] 
Average Loss = 439.4:  13%|█▎        | 3239/25000 [00:59<06:31, 55.59it/s]
Average Loss = 439.4:  13%|█▎        | 3245/25000 [00:59<06:31, 55.55it/s]
Average Loss = 438.85:  13%|█▎        | 3245/25000 [00:59<06:31, 55.55it/s]
Average Loss = 438.85:  13%|█▎        | 3245/25000 [00:59<06:31, 55.55it/s]
Average Loss = 438.85:  13%|█▎        | 3251/25000 [00:59<06:31, 55.53it/s]
Average Loss = 438.85:  13%|█▎        | 3257/25000 [00:59<06:31, 55.59it/s]
Average Loss = 437.99:  13%|█▎        | 3257/25000 [00:59<06:31, 55.59it/s]
Average Loss = 437.99:  13%|█▎        | 3257/25000 [00:59<06:31, 55.59it/s]
Average Loss = 437.99:  13%|█▎        | 3263/25000 [01:00<06:31, 55.52it/s]
Average Loss = 437.99:  13%|█▎        | 3269/25000 [01:00<06:55, 52.28it/s]
Average Loss = 438.06:  13%|█▎        | 3269/25000 [01:00<06:55, 52.28it/s]
Average Loss = 438.06:  13%|█▎        | 3269/25000 [01:00<06:55, 52.28it/s]
Average Loss = 438.06:  13%|█▎        | 3275/25000 [01:00<06:49, 53.04it/s]
Average Loss = 436.1:  13%|█▎        | 3275/25000 [01:00<06:49, 53.04it/s] 
Average Loss = 436.1:  13%|█▎        | 3275/25000 [01:00<06:49, 53.04it/s]
Average Loss = 436.1:  13%|█▎        | 3281/25000 [01:00<06:44, 53.72it/s]
Average Loss = 436.1:  13%|█▎        | 3287/25000 [01:00<06:44, 53.73it/s]
Average Loss = 435.37:  13%|█▎        | 3287/25000 [01:00<06:44, 53.73it/s]
Average Loss = 435.37:  13%|█▎        | 3287/25000 [01:00<06:44, 53.73it/s]
Average Loss = 435.37:  13%|█▎        | 3293/25000 [01:00<06:40, 54.18it/s]
Average Loss = 435.37:  13%|█▎        | 3299/25000 [01:00<06:37, 54.59it/s]
Average Loss = 434.43:  13%|█▎        | 3299/25000 [01:00<06:37, 54.59it/s]
Average Loss = 434.43:  13%|█▎        | 3299/25000 [01:00<06:37, 54.59it/s]
Average Loss = 434.43:  13%|█▎        | 3305/25000 [01:00<06:35, 54.79it/s]
Average Loss = 433.28:  13%|█▎        | 3305/25000 [01:00<06:35, 54.79it/s]
Average Loss = 433.28:  13%|█▎        | 3305/25000 [01:00<06:35, 54.79it/s]
Average Loss = 433.28:  13%|█▎        | 3311/25000 [01:00<06:34, 54.99it/s]
Average Loss = 433.28:  13%|█▎        | 3317/25000 [01:01<06:33, 55.06it/s]
Average Loss = 433.94:  13%|█▎        | 3317/25000 [01:01<06:33, 55.06it/s]
Average Loss = 433.94:  13%|█▎        | 3317/25000 [01:01<06:33, 55.06it/s]
Average Loss = 433.94:  13%|█▎        | 3323/25000 [01:01<06:33, 55.07it/s]
Average Loss = 433.94:  13%|█▎        | 3329/25000 [01:01<06:32, 55.22it/s]
Average Loss = 433.33:  13%|█▎        | 3329/25000 [01:01<06:32, 55.22it/s]
Average Loss = 433.33:  13%|█▎        | 3329/25000 [01:01<06:32, 55.22it/s]
Average Loss = 433.33:  13%|█▎        | 3335/25000 [01:01<06:32, 55.13it/s]
Average Loss = 433.86:  13%|█▎        | 3335/25000 [01:01<06:32, 55.13it/s]
Average Loss = 433.86:  13%|█▎        | 3335/25000 [01:01<06:32, 55.13it/s]
Average Loss = 433.86:  13%|█▎        | 3341/25000 [01:01<06:32, 55.21it/s]
Average Loss = 433.86:  13%|█▎        | 3347/25000 [01:01<06:31, 55.36it/s]
Average Loss = 433.25:  13%|█▎        | 3347/25000 [01:01<06:31, 55.36it/s]
Average Loss = 433.25:  13%|█▎        | 3347/25000 [01:01<06:31, 55.36it/s]
Average Loss = 433.25:  13%|█▎        | 3353/25000 [01:01<06:31, 55.28it/s]
Average Loss = 433.25:  13%|█▎        | 3359/25000 [01:01<06:31, 55.34it/s]
Average Loss = 432.86:  13%|█▎        | 3359/25000 [01:01<06:31, 55.34it/s]
Average Loss = 432.86:  13%|█▎        | 3359/25000 [01:01<06:31, 55.34it/s]
Average Loss = 432.86:  13%|█▎        | 3365/25000 [01:01<06:31, 55.27it/s]
Average Loss = 432.83:  13%|█▎        | 3365/25000 [01:01<06:31, 55.27it/s]
Average Loss = 432.83:  13%|█▎        | 3365/25000 [01:01<06:31, 55.27it/s]
Average Loss = 432.83:  13%|█▎        | 3371/25000 [01:01<06:31, 55.31it/s]
Average Loss = 432.83:  14%|█▎        | 3377/25000 [01:02<06:30, 55.30it/s]
Average Loss = 430.64:  14%|█▎        | 3377/25000 [01:02<06:30, 55.30it/s]
Average Loss = 430.64:  14%|█▎        | 3377/25000 [01:02<06:30, 55.30it/s]
Average Loss = 430.64:  14%|█▎        | 3383/25000 [01:02<06:31, 55.21it/s]
Average Loss = 430.64:  14%|█▎        | 3389/25000 [01:02<06:30, 55.28it/s]
Average Loss = 429.68:  14%|█▎        | 3389/25000 [01:02<06:30, 55.28it/s]
Average Loss = 429.68:  14%|█▎        | 3389/25000 [01:02<06:30, 55.28it/s]
Average Loss = 429.68:  14%|█▎        | 3395/25000 [01:02<06:35, 54.63it/s]
Average Loss = 428.97:  14%|█▎        | 3395/25000 [01:02<06:35, 54.63it/s]
Average Loss = 428.97:  14%|█▎        | 3395/25000 [01:02<06:35, 54.63it/s]
Average Loss = 428.97:  14%|█▎        | 3401/25000 [01:02<06:33, 54.86it/s]
Average Loss = 428.97:  14%|█▎        | 3407/25000 [01:02<06:32, 54.96it/s]
Average Loss = 428.86:  14%|█▎        | 3407/25000 [01:02<06:32, 54.96it/s]
Average Loss = 428.86:  14%|█▎        | 3407/25000 [01:02<06:32, 54.96it/s]
Average Loss = 428.86:  14%|█▎        | 3413/25000 [01:02<06:32, 55.02it/s]
Average Loss = 428.86:  14%|█▎        | 3419/25000 [01:02<06:31, 55.18it/s]
Average Loss = 427.77:  14%|█▎        | 3419/25000 [01:02<06:31, 55.18it/s]
Average Loss = 427.77:  14%|█▎        | 3419/25000 [01:02<06:31, 55.18it/s]
Average Loss = 427.77:  14%|█▎        | 3425/25000 [01:02<06:31, 55.11it/s]
Average Loss = 427.66:  14%|█▎        | 3425/25000 [01:03<06:31, 55.11it/s]
Average Loss = 427.66:  14%|█▎        | 3425/25000 [01:03<06:31, 55.11it/s]
Average Loss = 427.66:  14%|█▎        | 3431/25000 [01:03<06:30, 55.18it/s]
Average Loss = 427.66:  14%|█▎        | 3437/25000 [01:03<06:29, 55.33it/s]
Average Loss = 426.69:  14%|█▎        | 3437/25000 [01:03<06:29, 55.33it/s]
Average Loss = 426.69:  14%|█▎        | 3437/25000 [01:03<06:29, 55.33it/s]
Average Loss = 426.69:  14%|█▍        | 3443/25000 [01:03<06:29, 55.36it/s]
Average Loss = 426.69:  14%|█▍        | 3449/25000 [01:03<06:28, 55.41it/s]
Average Loss = 426.11:  14%|█▍        | 3449/25000 [01:03<06:28, 55.41it/s]
Average Loss = 426.11:  14%|█▍        | 3449/25000 [01:03<06:28, 55.41it/s]
Average Loss = 426.11:  14%|█▍        | 3455/25000 [01:03<06:29, 55.37it/s]
Average Loss = 425.67:  14%|█▍        | 3455/25000 [01:03<06:29, 55.37it/s]
Average Loss = 425.67:  14%|█▍        | 3455/25000 [01:03<06:29, 55.37it/s]
Average Loss = 425.67:  14%|█▍        | 3461/25000 [01:03<06:29, 55.36it/s]
Average Loss = 425.67:  14%|█▍        | 3467/25000 [01:03<06:29, 55.33it/s]
Average Loss = 424.24:  14%|█▍        | 3467/25000 [01:03<06:29, 55.33it/s]
Average Loss = 424.24:  14%|█▍        | 3467/25000 [01:03<06:29, 55.33it/s]
Average Loss = 424.24:  14%|█▍        | 3473/25000 [01:03<06:29, 55.32it/s]
Average Loss = 424.24:  14%|█▍        | 3479/25000 [01:03<06:28, 55.35it/s]
Average Loss = 423.02:  14%|█▍        | 3479/25000 [01:03<06:28, 55.35it/s]
Average Loss = 423.02:  14%|█▍        | 3479/25000 [01:03<06:28, 55.35it/s]
Average Loss = 423.02:  14%|█▍        | 3485/25000 [01:04<06:29, 55.24it/s]
Average Loss = 421.81:  14%|█▍        | 3485/25000 [01:04<06:29, 55.24it/s]
Average Loss = 421.81:  14%|█▍        | 3485/25000 [01:04<06:29, 55.24it/s]
Average Loss = 421.81:  14%|█▍        | 3491/25000 [01:04<06:28, 55.32it/s]
Average Loss = 421.81:  14%|█▍        | 3497/25000 [01:04<07:02, 50.88it/s]
Average Loss = 421.43:  14%|█▍        | 3497/25000 [01:04<07:02, 50.88it/s]
Average Loss = 421.43:  14%|█▍        | 3497/25000 [01:04<07:02, 50.88it/s]
Average Loss = 421.43:  14%|█▍        | 3503/25000 [01:04<06:52, 52.11it/s]
Average Loss = 421.43:  14%|█▍        | 3509/25000 [01:04<06:42, 53.41it/s]
Average Loss = 420.06:  14%|█▍        | 3509/25000 [01:04<06:42, 53.41it/s]
Average Loss = 420.06:  14%|█▍        | 3509/25000 [01:04<06:42, 53.41it/s]
Average Loss = 420.06:  14%|█▍        | 3515/25000 [01:04<06:35, 54.26it/s]
Average Loss = 418.22:  14%|█▍        | 3515/25000 [01:04<06:35, 54.26it/s]
Average Loss = 418.22:  14%|█▍        | 3515/25000 [01:04<06:35, 54.26it/s]
Average Loss = 418.22:  14%|█▍        | 3521/25000 [01:04<06:31, 54.93it/s]
Average Loss = 418.22:  14%|█▍        | 3527/25000 [01:04<06:27, 55.41it/s]
Average Loss = 417.92:  14%|█▍        | 3527/25000 [01:04<06:27, 55.41it/s]
Average Loss = 417.92:  14%|█▍        | 3527/25000 [01:04<06:27, 55.41it/s]
Average Loss = 417.92:  14%|█▍        | 3533/25000 [01:04<06:25, 55.62it/s]
Average Loss = 417.92:  14%|█▍        | 3539/25000 [01:05<06:23, 55.96it/s]
Average Loss = 417.93:  14%|█▍        | 3539/25000 [01:05<06:23, 55.96it/s]
Average Loss = 417.93:  14%|█▍        | 3539/25000 [01:05<06:23, 55.96it/s]
Average Loss = 417.93:  14%|█▍        | 3545/25000 [01:05<06:22, 56.09it/s]
Average Loss = 417.42:  14%|█▍        | 3545/25000 [01:05<06:22, 56.09it/s]
Average Loss = 417.42:  14%|█▍        | 3545/25000 [01:05<06:22, 56.09it/s]
Average Loss = 417.42:  14%|█▍        | 3551/25000 [01:05<06:21, 56.24it/s]
Average Loss = 417.42:  14%|█▍        | 3557/25000 [01:05<06:20, 56.38it/s]
Average Loss = 416.05:  14%|█▍        | 3557/25000 [01:05<06:20, 56.38it/s]
Average Loss = 416.05:  14%|█▍        | 3557/25000 [01:05<06:20, 56.38it/s]
Average Loss = 416.05:  14%|█▍        | 3563/25000 [01:05<06:20, 56.36it/s]
Average Loss = 416.05:  14%|█▍        | 3569/25000 [01:05<06:19, 56.51it/s]
Average Loss = 417.07:  14%|█▍        | 3569/25000 [01:05<06:19, 56.51it/s]
Average Loss = 417.07:  14%|█▍        | 3569/25000 [01:05<06:19, 56.51it/s]
Average Loss = 417.07:  14%|█▍        | 3575/25000 [01:05<06:19, 56.46it/s]
Average Loss = 415.97:  14%|█▍        | 3575/25000 [01:05<06:19, 56.46it/s]
Average Loss = 415.97:  14%|█▍        | 3575/25000 [01:05<06:19, 56.46it/s]
Average Loss = 415.97:  14%|█▍        | 3581/25000 [01:05<06:18, 56.52it/s]
Average Loss = 415.97:  14%|█▍        | 3587/25000 [01:05<06:18, 56.54it/s]
Average Loss = 415.39:  14%|█▍        | 3587/25000 [01:05<06:18, 56.54it/s]
Average Loss = 415.39:  14%|█▍        | 3587/25000 [01:05<06:18, 56.54it/s]
Average Loss = 415.39:  14%|█▍        | 3593/25000 [01:06<06:19, 56.42it/s]
Average Loss = 415.39:  14%|█▍        | 3599/25000 [01:06<06:18, 56.50it/s]
Average Loss = 414.46:  14%|█▍        | 3599/25000 [01:06<06:18, 56.50it/s]
Average Loss = 414.46:  14%|█▍        | 3599/25000 [01:06<06:18, 56.50it/s]
Average Loss = 414.46:  14%|█▍        | 3605/25000 [01:06<06:18, 56.48it/s]
Average Loss = 413.5:  14%|█▍        | 3605/25000 [01:06<06:18, 56.48it/s] 
Average Loss = 413.5:  14%|█▍        | 3605/25000 [01:06<06:18, 56.48it/s]
Average Loss = 413.5:  14%|█▍        | 3611/25000 [01:06<06:18, 56.53it/s]
Average Loss = 413.5:  14%|█▍        | 3617/25000 [01:06<06:22, 55.84it/s]
Average Loss = 412.86:  14%|█▍        | 3617/25000 [01:06<06:22, 55.84it/s]
Average Loss = 412.86:  14%|█▍        | 3617/25000 [01:06<06:22, 55.84it/s]
Average Loss = 412.86:  14%|█▍        | 3623/25000 [01:06<06:22, 55.91it/s]
Average Loss = 412.86:  15%|█▍        | 3629/25000 [01:06<06:20, 56.12it/s]
Average Loss = 412.31:  15%|█▍        | 3629/25000 [01:06<06:20, 56.12it/s]
Average Loss = 412.31:  15%|█▍        | 3629/25000 [01:06<06:20, 56.12it/s]
Average Loss = 412.31:  15%|█▍        | 3635/25000 [01:06<06:20, 56.16it/s]
Average Loss = 411.85:  15%|█▍        | 3635/25000 [01:06<06:20, 56.16it/s]
Average Loss = 411.85:  15%|█▍        | 3635/25000 [01:06<06:20, 56.16it/s]
Average Loss = 411.85:  15%|█▍        | 3641/25000 [01:06<06:14, 57.08it/s]
Average Loss = 411.85:  15%|█▍        | 3648/25000 [01:06<06:04, 58.62it/s]
Average Loss = 410.73:  15%|█▍        | 3648/25000 [01:07<06:04, 58.62it/s]
Average Loss = 410.73:  15%|█▍        | 3648/25000 [01:07<06:04, 58.62it/s]
Average Loss = 410.73:  15%|█▍        | 3654/25000 [01:07<06:08, 57.86it/s]
Average Loss = 410.73:  15%|█▍        | 3660/25000 [01:07<06:10, 57.52it/s]
Average Loss = 410.81:  15%|█▍        | 3660/25000 [01:07<06:10, 57.52it/s]
Average Loss = 410.81:  15%|█▍        | 3660/25000 [01:07<06:10, 57.52it/s]
Average Loss = 410.81:  15%|█▍        | 3666/25000 [01:07<06:13, 57.14it/s]
Average Loss = 410.05:  15%|█▍        | 3666/25000 [01:07<06:13, 57.14it/s]
Average Loss = 410.05:  15%|█▍        | 3666/25000 [01:07<06:13, 57.14it/s]
Average Loss = 410.05:  15%|█▍        | 3672/25000 [01:07<06:15, 56.79it/s]
Average Loss = 410.05:  15%|█▍        | 3678/25000 [01:07<06:15, 56.77it/s]
Average Loss = 409.58:  15%|█▍        | 3678/25000 [01:07<06:15, 56.77it/s]
Average Loss = 409.58:  15%|█▍        | 3678/25000 [01:07<06:15, 56.77it/s]
Average Loss = 409.58:  15%|█▍        | 3684/25000 [01:07<06:16, 56.59it/s]
Average Loss = 409.58:  15%|█▍        | 3690/25000 [01:07<06:16, 56.66it/s]
Average Loss = 408.61:  15%|█▍        | 3690/25000 [01:07<06:16, 56.66it/s]
Average Loss = 408.61:  15%|█▍        | 3690/25000 [01:07<06:16, 56.66it/s]
Average Loss = 408.61:  15%|█▍        | 3696/25000 [01:07<06:16, 56.52it/s]
Average Loss = 407.9:  15%|█▍        | 3696/25000 [01:07<06:16, 56.52it/s] 
Average Loss = 407.9:  15%|█▍        | 3696/25000 [01:07<06:16, 56.52it/s]
Average Loss = 407.9:  15%|█▍        | 3702/25000 [01:07<06:16, 56.52it/s]
Average Loss = 407.9:  15%|█▍        | 3708/25000 [01:08<06:16, 56.55it/s]
Average Loss = 406.59:  15%|█▍        | 3708/25000 [01:08<06:16, 56.55it/s]
Average Loss = 406.59:  15%|█▍        | 3708/25000 [01:08<06:16, 56.55it/s]
Average Loss = 406.59:  15%|█▍        | 3714/25000 [01:08<06:17, 56.38it/s]
Average Loss = 406.59:  15%|█▍        | 3720/25000 [01:08<06:16, 56.47it/s]
Average Loss = 405.79:  15%|█▍        | 3720/25000 [01:08<06:16, 56.47it/s]
Average Loss = 405.79:  15%|█▍        | 3720/25000 [01:08<06:16, 56.47it/s]
Average Loss = 405.79:  15%|█▍        | 3726/25000 [01:08<06:17, 56.40it/s]
Average Loss = 405.74:  15%|█▍        | 3726/25000 [01:08<06:17, 56.40it/s]
Average Loss = 405.74:  15%|█▍        | 3726/25000 [01:08<06:17, 56.40it/s]
Average Loss = 405.74:  15%|█▍        | 3732/25000 [01:08<06:19, 56.03it/s]
Average Loss = 405.74:  15%|█▍        | 3738/25000 [01:08<06:17, 56.27it/s]
Average Loss = 404.88:  15%|█▍        | 3738/25000 [01:08<06:17, 56.27it/s]
Average Loss = 404.88:  15%|█▍        | 3738/25000 [01:08<06:17, 56.27it/s]
Average Loss = 404.88:  15%|█▍        | 3744/25000 [01:08<06:17, 56.29it/s]
Average Loss = 404.88:  15%|█▌        | 3750/25000 [01:08<06:16, 56.45it/s]
Average Loss = 405.06:  15%|█▌        | 3750/25000 [01:08<06:16, 56.45it/s]
Average Loss = 405.06:  15%|█▌        | 3750/25000 [01:08<06:16, 56.45it/s]
Average Loss = 405.06:  15%|█▌        | 3756/25000 [01:08<06:16, 56.40it/s]
Average Loss = 404.49:  15%|█▌        | 3756/25000 [01:08<06:16, 56.40it/s]
Average Loss = 404.49:  15%|█▌        | 3756/25000 [01:08<06:16, 56.40it/s]
Average Loss = 404.49:  15%|█▌        | 3762/25000 [01:08<06:16, 56.35it/s]
Average Loss = 404.49:  15%|█▌        | 3768/25000 [01:09<06:16, 56.44it/s]
Average Loss = 404.41:  15%|█▌        | 3768/25000 [01:09<06:16, 56.44it/s]
Average Loss = 404.41:  15%|█▌        | 3768/25000 [01:09<06:16, 56.44it/s]
Average Loss = 404.41:  15%|█▌        | 3774/25000 [01:09<06:27, 54.72it/s]
Average Loss = 404.41:  15%|█▌        | 3780/25000 [01:09<07:17, 48.50it/s]
Average Loss = 404.12:  15%|█▌        | 3780/25000 [01:09<07:17, 48.50it/s]
Average Loss = 404.12:  15%|█▌        | 3780/25000 [01:09<07:17, 48.50it/s]
Average Loss = 404.12:  15%|█▌        | 3786/25000 [01:09<07:01, 50.33it/s]
Average Loss = 403.52:  15%|█▌        | 3786/25000 [01:09<07:01, 50.33it/s]
Average Loss = 403.52:  15%|█▌        | 3786/25000 [01:09<07:01, 50.33it/s]
Average Loss = 403.52:  15%|█▌        | 3792/25000 [01:09<06:50, 51.72it/s]
Average Loss = 403.52:  15%|█▌        | 3798/25000 [01:09<06:41, 52.80it/s]
Average Loss = 403.18:  15%|█▌        | 3798/25000 [01:09<06:41, 52.80it/s]
Average Loss = 403.18:  15%|█▌        | 3798/25000 [01:09<06:41, 52.80it/s]
Average Loss = 403.18:  15%|█▌        | 3804/25000 [01:09<06:36, 53.52it/s]
Average Loss = 403.18:  15%|█▌        | 3810/25000 [01:09<06:31, 54.17it/s]
Average Loss = 403.23:  15%|█▌        | 3810/25000 [01:09<06:31, 54.17it/s]
Average Loss = 403.23:  15%|█▌        | 3810/25000 [01:09<06:31, 54.17it/s]
Average Loss = 403.23:  15%|█▌        | 3816/25000 [01:10<06:29, 54.38it/s]
Average Loss = 402.47:  15%|█▌        | 3816/25000 [01:10<06:29, 54.38it/s]
Average Loss = 402.47:  15%|█▌        | 3816/25000 [01:10<06:29, 54.38it/s]
Average Loss = 402.47:  15%|█▌        | 3822/25000 [01:10<06:28, 54.54it/s]
Average Loss = 402.47:  15%|█▌        | 3828/25000 [01:10<06:26, 54.75it/s]
Average Loss = 402.4:  15%|█▌        | 3828/25000 [01:10<06:26, 54.75it/s] 
Average Loss = 402.4:  15%|█▌        | 3828/25000 [01:10<06:26, 54.75it/s]
Average Loss = 402.4:  15%|█▌        | 3834/25000 [01:10<06:25, 54.90it/s]
Average Loss = 402.4:  15%|█▌        | 3840/25000 [01:10<06:25, 54.88it/s]
Average Loss = 402.44:  15%|█▌        | 3840/25000 [01:10<06:25, 54.88it/s]
Average Loss = 402.44:  15%|█▌        | 3840/25000 [01:10<06:25, 54.88it/s]
Average Loss = 402.44:  15%|█▌        | 3846/25000 [01:10<06:24, 54.99it/s]
Average Loss = 402.32:  15%|█▌        | 3846/25000 [01:10<06:24, 54.99it/s]
Average Loss = 402.32:  15%|█▌        | 3846/25000 [01:10<06:24, 54.99it/s]
Average Loss = 402.32:  15%|█▌        | 3852/25000 [01:10<06:24, 55.07it/s]
Average Loss = 402.32:  15%|█▌        | 3858/25000 [01:10<06:22, 55.23it/s]
Average Loss = 400.31:  15%|█▌        | 3858/25000 [01:10<06:22, 55.23it/s]
Average Loss = 400.31:  15%|█▌        | 3858/25000 [01:10<06:22, 55.23it/s]
Average Loss = 400.31:  15%|█▌        | 3864/25000 [01:10<06:21, 55.33it/s]
Average Loss = 400.31:  15%|█▌        | 3870/25000 [01:10<06:21, 55.41it/s]
Average Loss = 400.01:  15%|█▌        | 3870/25000 [01:11<06:21, 55.41it/s]
Average Loss = 400.01:  15%|█▌        | 3870/25000 [01:11<06:21, 55.41it/s]
Average Loss = 400.01:  16%|█▌        | 3876/25000 [01:11<06:21, 55.30it/s]
Average Loss = 399.31:  16%|█▌        | 3876/25000 [01:11<06:21, 55.30it/s]
Average Loss = 399.31:  16%|█▌        | 3876/25000 [01:11<06:21, 55.30it/s]
Average Loss = 399.31:  16%|█▌        | 3882/25000 [01:11<06:22, 55.22it/s]
Average Loss = 399.31:  16%|█▌        | 3888/25000 [01:11<06:21, 55.32it/s]
Average Loss = 398.15:  16%|█▌        | 3888/25000 [01:11<06:21, 55.32it/s]
Average Loss = 398.15:  16%|█▌        | 3888/25000 [01:11<06:21, 55.32it/s]
Average Loss = 398.15:  16%|█▌        | 3894/25000 [01:11<06:21, 55.31it/s]
Average Loss = 398.15:  16%|█▌        | 3900/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.77:  16%|█▌        | 3900/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.77:  16%|█▌        | 3900/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.77:  16%|█▌        | 3906/25000 [01:11<06:21, 55.23it/s]
Average Loss = 397.36:  16%|█▌        | 3906/25000 [01:11<06:21, 55.23it/s]
Average Loss = 397.36:  16%|█▌        | 3906/25000 [01:11<06:21, 55.23it/s]
Average Loss = 397.36:  16%|█▌        | 3912/25000 [01:11<06:22, 55.18it/s]
Average Loss = 397.36:  16%|█▌        | 3918/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.21:  16%|█▌        | 3918/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.21:  16%|█▌        | 3918/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.21:  16%|█▌        | 3924/25000 [01:11<06:21, 55.30it/s]
Average Loss = 397.21:  16%|█▌        | 3930/25000 [01:12<06:20, 55.37it/s]
Average Loss = 396.33:  16%|█▌        | 3930/25000 [01:12<06:20, 55.37it/s]
Average Loss = 396.33:  16%|█▌        | 3930/25000 [01:12<06:20, 55.37it/s]
Average Loss = 396.33:  16%|█▌        | 3936/25000 [01:12<06:20, 55.37it/s]
Average Loss = 395.42:  16%|█▌        | 3936/25000 [01:12<06:20, 55.37it/s]
Average Loss = 395.42:  16%|█▌        | 3936/25000 [01:12<06:20, 55.37it/s]
Average Loss = 395.42:  16%|█▌        | 3942/25000 [01:12<06:27, 54.40it/s]
Average Loss = 395.42:  16%|█▌        | 3948/25000 [01:12<06:29, 54.10it/s]
Average Loss = 395.25:  16%|█▌        | 3948/25000 [01:12<06:29, 54.10it/s]
Average Loss = 395.25:  16%|█▌        | 3948/25000 [01:12<06:29, 54.10it/s]
Average Loss = 395.25:  16%|█▌        | 3954/25000 [01:12<06:26, 54.44it/s]
Average Loss = 395.25:  16%|█▌        | 3960/25000 [01:12<06:24, 54.74it/s]
Average Loss = 394.2:  16%|█▌        | 3960/25000 [01:12<06:24, 54.74it/s] 
Average Loss = 394.2:  16%|█▌        | 3960/25000 [01:12<06:24, 54.74it/s]
Average Loss = 394.2:  16%|█▌        | 3966/25000 [01:12<06:23, 54.81it/s]
Average Loss = 393.78:  16%|█▌        | 3966/25000 [01:12<06:23, 54.81it/s]
Average Loss = 393.78:  16%|█▌        | 3966/25000 [01:12<06:23, 54.81it/s]
Average Loss = 393.78:  16%|█▌        | 3972/25000 [01:12<06:23, 54.88it/s]
Average Loss = 393.78:  16%|█▌        | 3978/25000 [01:12<06:21, 55.08it/s]
Average Loss = 393.48:  16%|█▌        | 3978/25000 [01:13<06:21, 55.08it/s]
Average Loss = 393.48:  16%|█▌        | 3978/25000 [01:13<06:21, 55.08it/s]
Average Loss = 393.48:  16%|█▌        | 3984/25000 [01:13<06:21, 55.04it/s]
Average Loss = 393.48:  16%|█▌        | 3990/25000 [01:13<06:20, 55.18it/s]
Average Loss = 393.44:  16%|█▌        | 3990/25000 [01:13<06:20, 55.18it/s]
Average Loss = 393.44:  16%|█▌        | 3990/25000 [01:13<06:20, 55.18it/s]
Average Loss = 393.44:  16%|█▌        | 3996/25000 [01:13<06:20, 55.20it/s]
Average Loss = 393.17:  16%|█▌        | 3996/25000 [01:13<06:20, 55.20it/s]
Average Loss = 393.17:  16%|█▌        | 3996/25000 [01:13<06:20, 55.20it/s]
Average Loss = 393.17:  16%|█▌        | 4002/25000 [01:13<06:20, 55.15it/s]
Average Loss = 393.17:  16%|█▌        | 4008/25000 [01:13<06:19, 55.25it/s]
Average Loss = 392.9:  16%|█▌        | 4008/25000 [01:13<06:19, 55.25it/s] 
Average Loss = 392.9:  16%|█▌        | 4008/25000 [01:13<06:19, 55.25it/s]
Average Loss = 392.9:  16%|█▌        | 4014/25000 [01:13<06:19, 55.30it/s]
Average Loss = 392.9:  16%|█▌        | 4020/25000 [01:13<06:18, 55.42it/s]
Average Loss = 392.24:  16%|█▌        | 4020/25000 [01:13<06:18, 55.42it/s]
Average Loss = 392.24:  16%|█▌        | 4020/25000 [01:13<06:18, 55.42it/s]
Average Loss = 392.24:  16%|█▌        | 4026/25000 [01:13<06:19, 55.32it/s]
Average Loss = 391.03:  16%|█▌        | 4026/25000 [01:13<06:19, 55.32it/s]
Average Loss = 391.03:  16%|█▌        | 4026/25000 [01:13<06:19, 55.32it/s]
Average Loss = 391.03:  16%|█▌        | 4032/25000 [01:13<06:19, 55.29it/s]
Average Loss = 391.03:  16%|█▌        | 4038/25000 [01:14<06:18, 55.32it/s]
Average Loss = 390.46:  16%|█▌        | 4038/25000 [01:14<06:18, 55.32it/s]
Average Loss = 390.46:  16%|█▌        | 4038/25000 [01:14<06:18, 55.32it/s]
Average Loss = 390.46:  16%|█▌        | 4044/25000 [01:14<06:18, 55.30it/s]
Average Loss = 390.46:  16%|█▌        | 4050/25000 [01:14<06:18, 55.35it/s]
Average Loss = 390.46:  16%|█▌        | 4050/25000 [01:14<06:18, 55.35it/s]
Average Loss = 390.46:  16%|█▌        | 4050/25000 [01:14<06:18, 55.35it/s]
Average Loss = 390.46:  16%|█▌        | 4056/25000 [01:14<06:22, 54.78it/s]
Average Loss = 389.82:  16%|█▌        | 4056/25000 [01:14<06:22, 54.78it/s]
Average Loss = 389.82:  16%|█▌        | 4056/25000 [01:14<06:22, 54.78it/s]
Average Loss = 389.82:  16%|█▌        | 4062/25000 [01:14<06:21, 54.85it/s]
Average Loss = 389.82:  16%|█▋        | 4068/25000 [01:14<06:20, 55.03it/s]
Average Loss = 389.23:  16%|█▋        | 4068/25000 [01:14<06:20, 55.03it/s]
Average Loss = 389.23:  16%|█▋        | 4068/25000 [01:14<06:20, 55.03it/s]
Average Loss = 389.23:  16%|█▋        | 4074/25000 [01:14<06:20, 55.06it/s]
Average Loss = 389.23:  16%|█▋        | 4080/25000 [01:14<06:18, 55.21it/s]
Average Loss = 388.41:  16%|█▋        | 4080/25000 [01:14<06:18, 55.21it/s]
Average Loss = 388.41:  16%|█▋        | 4080/25000 [01:14<06:18, 55.21it/s]
Average Loss = 388.41:  16%|█▋        | 4086/25000 [01:14<06:19, 55.16it/s]
Average Loss = 387.49:  16%|█▋        | 4086/25000 [01:15<06:19, 55.16it/s]
Average Loss = 387.49:  16%|█▋        | 4086/25000 [01:15<06:19, 55.16it/s]
Average Loss = 387.49:  16%|█▋        | 4092/25000 [01:15<06:18, 55.17it/s]
Average Loss = 387.49:  16%|█▋        | 4098/25000 [01:15<06:18, 55.25it/s]
Average Loss = 387.6:  16%|█▋        | 4098/25000 [01:15<06:18, 55.25it/s] 
Average Loss = 387.6:  16%|█▋        | 4098/25000 [01:15<06:18, 55.25it/s]
Average Loss = 387.6:  16%|█▋        | 4104/25000 [01:15<06:18, 55.16it/s]
Average Loss = 387.6:  16%|█▋        | 4110/25000 [01:15<06:19, 55.04it/s]
Average Loss = 387.17:  16%|█▋        | 4110/25000 [01:15<06:19, 55.04it/s]
Average Loss = 387.17:  16%|█▋        | 4110/25000 [01:15<06:19, 55.04it/s]
Average Loss = 387.17:  16%|█▋        | 4116/25000 [01:15<06:18, 55.11it/s]
Average Loss = 386.1:  16%|█▋        | 4116/25000 [01:15<06:18, 55.11it/s] 
Average Loss = 386.1:  16%|█▋        | 4116/25000 [01:15<06:18, 55.11it/s]
Average Loss = 386.1:  16%|█▋        | 4122/25000 [01:15<06:18, 55.16it/s]
Average Loss = 386.1:  17%|█▋        | 4128/25000 [01:15<06:17, 55.23it/s]
Average Loss = 385.99:  17%|█▋        | 4128/25000 [01:15<06:17, 55.23it/s]
Average Loss = 385.99:  17%|█▋        | 4128/25000 [01:15<06:17, 55.23it/s]
Average Loss = 385.99:  17%|█▋        | 4134/25000 [01:15<06:18, 55.20it/s]
Average Loss = 385.99:  17%|█▋        | 4140/25000 [01:15<06:17, 55.28it/s]
Average Loss = 385.5:  17%|█▋        | 4140/25000 [01:15<06:17, 55.28it/s] 
Average Loss = 385.5:  17%|█▋        | 4140/25000 [01:15<06:17, 55.28it/s]
Average Loss = 385.5:  17%|█▋        | 4146/25000 [01:16<06:17, 55.23it/s]
Average Loss = 384.43:  17%|█▋        | 4146/25000 [01:16<06:17, 55.23it/s]
Average Loss = 384.43:  17%|█▋        | 4146/25000 [01:16<06:17, 55.23it/s]
Average Loss = 384.43:  17%|█▋        | 4152/25000 [01:16<06:17, 55.18it/s]
Average Loss = 384.43:  17%|█▋        | 4158/25000 [01:16<06:17, 55.28it/s]
Average Loss = 383.42:  17%|█▋        | 4158/25000 [01:16<06:17, 55.28it/s]
Average Loss = 383.42:  17%|█▋        | 4158/25000 [01:16<06:17, 55.28it/s]
Average Loss = 383.42:  17%|█▋        | 4164/25000 [01:16<06:16, 55.28it/s]
Average Loss = 383.42:  17%|█▋        | 4170/25000 [01:16<06:18, 54.96it/s]
Average Loss = 383.19:  17%|█▋        | 4170/25000 [01:16<06:18, 54.96it/s]
Average Loss = 383.19:  17%|█▋        | 4170/25000 [01:16<06:18, 54.96it/s]
Average Loss = 383.19:  17%|█▋        | 4176/25000 [01:16<06:18, 55.01it/s]
Average Loss = 382.81:  17%|█▋        | 4176/25000 [01:16<06:18, 55.01it/s]
Average Loss = 382.81:  17%|█▋        | 4176/25000 [01:16<06:18, 55.01it/s]
Average Loss = 382.81:  17%|█▋        | 4182/25000 [01:16<06:17, 55.08it/s]
Average Loss = 382.81:  17%|█▋        | 4188/25000 [01:16<06:16, 55.23it/s]
Average Loss = 382.34:  17%|█▋        | 4188/25000 [01:16<06:16, 55.23it/s]
Average Loss = 382.34:  17%|█▋        | 4188/25000 [01:16<06:16, 55.23it/s]
Average Loss = 382.34:  17%|█▋        | 4194/25000 [01:16<06:17, 55.10it/s]
Average Loss = 382.34:  17%|█▋        | 4200/25000 [01:16<06:16, 55.23it/s]
Average Loss = 381.86:  17%|█▋        | 4200/25000 [01:16<06:16, 55.23it/s]
Average Loss = 381.86:  17%|█▋        | 4200/25000 [01:16<06:16, 55.23it/s]
Average Loss = 381.86:  17%|█▋        | 4206/25000 [01:17<06:16, 55.18it/s]
Average Loss = 381.06:  17%|█▋        | 4206/25000 [01:17<06:16, 55.18it/s]
Average Loss = 381.06:  17%|█▋        | 4206/25000 [01:17<06:16, 55.18it/s]
Average Loss = 381.06:  17%|█▋        | 4212/25000 [01:17<06:16, 55.16it/s]
Average Loss = 381.06:  17%|█▋        | 4218/25000 [01:17<06:16, 55.26it/s]
Average Loss = 381.23:  17%|█▋        | 4218/25000 [01:17<06:16, 55.26it/s]
Average Loss = 381.23:  17%|█▋        | 4218/25000 [01:17<06:16, 55.26it/s]
Average Loss = 381.23:  17%|█▋        | 4224/25000 [01:17<06:15, 55.27it/s]
Average Loss = 381.23:  17%|█▋        | 4230/25000 [01:17<06:15, 55.28it/s]
Average Loss = 381.29:  17%|█▋        | 4230/25000 [01:17<06:15, 55.28it/s]
Average Loss = 381.29:  17%|█▋        | 4230/25000 [01:17<06:15, 55.28it/s]
Average Loss = 381.29:  17%|█▋        | 4236/25000 [01:17<06:16, 55.20it/s]
Average Loss = 381.14:  17%|█▋        | 4236/25000 [01:17<06:16, 55.20it/s]
Average Loss = 381.14:  17%|█▋        | 4236/25000 [01:17<06:16, 55.20it/s]
Average Loss = 381.14:  17%|█▋        | 4242/25000 [01:17<06:16, 55.16it/s]
Average Loss = 381.14:  17%|█▋        | 4248/25000 [01:17<06:15, 55.29it/s]
Average Loss = 380.93:  17%|█▋        | 4248/25000 [01:17<06:15, 55.29it/s]
Average Loss = 380.93:  17%|█▋        | 4248/25000 [01:17<06:15, 55.29it/s]
Average Loss = 380.93:  17%|█▋        | 4254/25000 [01:17<06:15, 55.22it/s]
Average Loss = 380.93:  17%|█▋        | 4260/25000 [01:18<06:14, 55.32it/s]
Average Loss = 380.5:  17%|█▋        | 4260/25000 [01:18<06:14, 55.32it/s] 
Average Loss = 380.5:  17%|█▋        | 4260/25000 [01:18<06:14, 55.32it/s]
Average Loss = 380.5:  17%|█▋        | 4266/25000 [01:18<06:14, 55.36it/s]
Average Loss = 379.99:  17%|█▋        | 4266/25000 [01:18<06:14, 55.36it/s]
Average Loss = 379.99:  17%|█▋        | 4266/25000 [01:18<06:14, 55.36it/s]
Average Loss = 379.99:  17%|█▋        | 4272/25000 [01:18<06:14, 55.34it/s]
Average Loss = 379.99:  17%|█▋        | 4278/25000 [01:18<06:17, 54.88it/s]
Average Loss = 379.6:  17%|█▋        | 4278/25000 [01:18<06:17, 54.88it/s] 
Average Loss = 379.6:  17%|█▋        | 4278/25000 [01:18<06:17, 54.88it/s]
Average Loss = 379.6:  17%|█▋        | 4284/25000 [01:18<06:16, 54.97it/s]
Average Loss = 379.6:  17%|█▋        | 4290/25000 [01:18<06:15, 55.14it/s]
Average Loss = 379.07:  17%|█▋        | 4290/25000 [01:18<06:15, 55.14it/s]
Average Loss = 379.07:  17%|█▋        | 4290/25000 [01:18<06:15, 55.14it/s]
Average Loss = 379.07:  17%|█▋        | 4296/25000 [01:18<06:15, 55.09it/s]
Average Loss = 379.36:  17%|█▋        | 4296/25000 [01:18<06:15, 55.09it/s]
Average Loss = 379.36:  17%|█▋        | 4296/25000 [01:18<06:15, 55.09it/s]
Average Loss = 379.36:  17%|█▋        | 4302/25000 [01:18<06:15, 55.14it/s]
Average Loss = 379.36:  17%|█▋        | 4308/25000 [01:18<06:13, 55.35it/s]
Average Loss = 378.93:  17%|█▋        | 4308/25000 [01:18<06:13, 55.35it/s]
Average Loss = 378.93:  17%|█▋        | 4308/25000 [01:18<06:13, 55.35it/s]
Average Loss = 378.93:  17%|█▋        | 4314/25000 [01:19<06:14, 55.28it/s]
Average Loss = 378.93:  17%|█▋        | 4320/25000 [01:19<06:13, 55.36it/s]
Average Loss = 377.61:  17%|█▋        | 4320/25000 [01:19<06:13, 55.36it/s]
Average Loss = 377.61:  17%|█▋        | 4320/25000 [01:19<06:13, 55.36it/s]
Average Loss = 377.61:  17%|█▋        | 4326/25000 [01:19<06:14, 55.26it/s]
Average Loss = 376.92:  17%|█▋        | 4326/25000 [01:19<06:14, 55.26it/s]
Average Loss = 376.92:  17%|█▋        | 4326/25000 [01:19<06:14, 55.26it/s]
Average Loss = 376.92:  17%|█▋        | 4332/25000 [01:19<06:14, 55.25it/s]
Average Loss = 376.92:  17%|█▋        | 4338/25000 [01:19<06:13, 55.31it/s]
Average Loss = 376.51:  17%|█▋        | 4338/25000 [01:19<06:13, 55.31it/s]
Average Loss = 376.51:  17%|█▋        | 4338/25000 [01:19<06:13, 55.31it/s]
Average Loss = 376.51:  17%|█▋        | 4344/25000 [01:19<06:14, 55.19it/s]
Average Loss = 376.51:  17%|█▋        | 4350/25000 [01:19<06:13, 55.30it/s]
Average Loss = 376.4:  17%|█▋        | 4350/25000 [01:19<06:13, 55.30it/s] 
Average Loss = 376.4:  17%|█▋        | 4350/25000 [01:19<06:13, 55.30it/s]
Average Loss = 376.4:  17%|█▋        | 4356/25000 [01:19<06:13, 55.24it/s]
Average Loss = 375.76:  17%|█▋        | 4356/25000 [01:19<06:13, 55.24it/s]
Average Loss = 375.76:  17%|█▋        | 4356/25000 [01:19<06:13, 55.24it/s]
Average Loss = 375.76:  17%|█▋        | 4362/25000 [01:19<06:13, 55.28it/s]
Average Loss = 375.76:  17%|█▋        | 4368/25000 [01:20<06:12, 55.45it/s]
Average Loss = 375.17:  17%|█▋        | 4368/25000 [01:20<06:12, 55.45it/s]
Average Loss = 375.17:  17%|█▋        | 4368/25000 [01:20<06:12, 55.45it/s]
Average Loss = 375.17:  17%|█▋        | 4374/25000 [01:20<06:12, 55.31it/s]
Average Loss = 375.17:  18%|█▊        | 4380/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.79:  18%|█▊        | 4380/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.79:  18%|█▊        | 4380/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.79:  18%|█▊        | 4386/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.18:  18%|█▊        | 4386/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.18:  18%|█▊        | 4386/25000 [01:20<06:12, 55.35it/s]
Average Loss = 374.18:  18%|█▊        | 4392/25000 [01:20<06:12, 55.32it/s]
Average Loss = 374.18:  18%|█▊        | 4398/25000 [01:20<06:11, 55.42it/s]
Average Loss = 373.46:  18%|█▊        | 4398/25000 [01:20<06:11, 55.42it/s]
Average Loss = 373.46:  18%|█▊        | 4398/25000 [01:20<06:11, 55.42it/s]
Average Loss = 373.46:  18%|█▊        | 4404/25000 [01:20<06:12, 55.30it/s]
Average Loss = 373.46:  18%|█▊        | 4410/25000 [01:20<06:11, 55.37it/s]
Average Loss = 372.44:  18%|█▊        | 4410/25000 [01:20<06:11, 55.37it/s]
Average Loss = 372.44:  18%|█▊        | 4410/25000 [01:20<06:11, 55.37it/s]
Average Loss = 372.44:  18%|█▊        | 4416/25000 [01:20<06:12, 55.31it/s]
Average Loss = 372.16:  18%|█▊        | 4416/25000 [01:20<06:12, 55.31it/s]
Average Loss = 372.16:  18%|█▊        | 4416/25000 [01:20<06:12, 55.31it/s]
Average Loss = 372.16:  18%|█▊        | 4422/25000 [01:20<06:12, 55.22it/s]
Average Loss = 372.16:  18%|█▊        | 4428/25000 [01:21<06:11, 55.32it/s]
Average Loss = 371.31:  18%|█▊        | 4428/25000 [01:21<06:11, 55.32it/s]
Average Loss = 371.31:  18%|█▊        | 4428/25000 [01:21<06:11, 55.32it/s]
Average Loss = 371.31:  18%|█▊        | 4434/25000 [01:21<06:11, 55.29it/s]
Average Loss = 371.31:  18%|█▊        | 4440/25000 [01:21<06:10, 55.43it/s]
Average Loss = 370.81:  18%|█▊        | 4440/25000 [01:21<06:10, 55.43it/s]
Average Loss = 370.81:  18%|█▊        | 4440/25000 [01:21<06:10, 55.43it/s]
Average Loss = 370.81:  18%|█▊        | 4446/25000 [01:21<06:10, 55.45it/s]
Average Loss = 371.31:  18%|█▊        | 4446/25000 [01:21<06:10, 55.45it/s]
Average Loss = 371.31:  18%|█▊        | 4446/25000 [01:21<06:10, 55.45it/s]
Average Loss = 371.31:  18%|█▊        | 4452/25000 [01:21<06:20, 54.03it/s]
Average Loss = 371.31:  18%|█▊        | 4458/25000 [01:21<06:29, 52.80it/s]
Average Loss = 370.33:  18%|█▊        | 4458/25000 [01:21<06:29, 52.80it/s]
Average Loss = 370.33:  18%|█▊        | 4458/25000 [01:21<06:29, 52.80it/s]
Average Loss = 370.33:  18%|█▊        | 4464/25000 [01:21<06:35, 51.95it/s]
Average Loss = 370.33:  18%|█▊        | 4470/25000 [01:21<06:39, 51.39it/s]
Average Loss = 369.75:  18%|█▊        | 4470/25000 [01:21<06:39, 51.39it/s]
Average Loss = 369.75:  18%|█▊        | 4470/25000 [01:21<06:39, 51.39it/s]
Average Loss = 369.75:  18%|█▊        | 4476/25000 [01:22<06:43, 50.84it/s]
Average Loss = 369.45:  18%|█▊        | 4476/25000 [01:22<06:43, 50.84it/s]
Average Loss = 369.45:  18%|█▊        | 4476/25000 [01:22<06:43, 50.84it/s]
Average Loss = 369.45:  18%|█▊        | 4482/25000 [01:22<06:45, 50.55it/s]
Average Loss = 369.45:  18%|█▊        | 4488/25000 [01:22<06:46, 50.47it/s]
Average Loss = 369.16:  18%|█▊        | 4488/25000 [01:22<06:46, 50.47it/s]
Average Loss = 369.16:  18%|█▊        | 4488/25000 [01:22<06:46, 50.47it/s]
Average Loss = 369.16:  18%|█▊        | 4494/25000 [01:22<06:51, 49.83it/s]
Average Loss = 369.21:  18%|█▊        | 4494/25000 [01:22<06:51, 49.83it/s]
Average Loss = 369.21:  18%|█▊        | 4494/25000 [01:22<06:51, 49.83it/s]
Average Loss = 369.21:  18%|█▊        | 4502/25000 [01:22<06:11, 55.16it/s]
Average Loss = 368.62:  18%|█▊        | 4502/25000 [01:22<06:11, 55.16it/s]
Average Loss = 368.62:  18%|█▊        | 4502/25000 [01:22<06:11, 55.16it/s]
Average Loss = 368.62:  18%|█▊        | 4512/25000 [01:22<05:26, 62.77it/s]
Average Loss = 368.62:  18%|█▊        | 4519/25000 [01:22<05:18, 64.24it/s]
Average Loss = 368.51:  18%|█▊        | 4519/25000 [01:22<05:18, 64.24it/s]
Average Loss = 368.51:  18%|█▊        | 4519/25000 [01:22<05:18, 64.24it/s]
Average Loss = 368.51:  18%|█▊        | 4526/25000 [01:22<05:46, 59.07it/s]
Average Loss = 367.91:  18%|█▊        | 4526/25000 [01:22<05:46, 59.07it/s]
Average Loss = 367.91:  18%|█▊        | 4526/25000 [01:22<05:46, 59.07it/s]
Average Loss = 367.91:  18%|█▊        | 4534/25000 [01:22<05:26, 62.64it/s]
Average Loss = 367.58:  18%|█▊        | 4534/25000 [01:23<05:26, 62.64it/s]
Average Loss = 367.58:  18%|█▊        | 4534/25000 [01:23<05:26, 62.64it/s]
Average Loss = 367.58:  18%|█▊        | 4542/25000 [01:23<05:14, 65.11it/s]
Average Loss = 367.58:  18%|█▊        | 4549/25000 [01:23<05:41, 59.87it/s]
Average Loss = 367.64:  18%|█▊        | 4549/25000 [01:23<05:41, 59.87it/s]
Average Loss = 367.64:  18%|█▊        | 4549/25000 [01:23<05:41, 59.87it/s]
Average Loss = 367.64:  18%|█▊        | 4558/25000 [01:23<05:17, 64.31it/s]
Average Loss = 367.38:  18%|█▊        | 4558/25000 [01:23<05:17, 64.31it/s]
Average Loss = 367.38:  18%|█▊        | 4558/25000 [01:23<05:17, 64.31it/s]
Average Loss = 367.38:  18%|█▊        | 4565/25000 [01:23<05:33, 61.30it/s]
Average Loss = 366.45:  18%|█▊        | 4565/25000 [01:23<05:33, 61.30it/s]
Average Loss = 366.45:  18%|█▊        | 4565/25000 [01:23<05:33, 61.30it/s]
Average Loss = 366.45:  18%|█▊        | 4572/25000 [01:23<05:44, 59.28it/s]
Average Loss = 366.45:  18%|█▊        | 4579/25000 [01:23<05:51, 58.11it/s]
Average Loss = 366.53:  18%|█▊        | 4579/25000 [01:23<05:51, 58.11it/s]
Average Loss = 366.53:  18%|█▊        | 4579/25000 [01:23<05:51, 58.11it/s]
Average Loss = 366.53:  18%|█▊        | 4585/25000 [01:23<05:56, 57.27it/s]
Average Loss = 365.8:  18%|█▊        | 4585/25000 [01:23<05:56, 57.27it/s] 
Average Loss = 365.8:  18%|█▊        | 4585/25000 [01:23<05:56, 57.27it/s]
Average Loss = 365.8:  18%|█▊        | 4591/25000 [01:23<05:59, 56.73it/s]
Average Loss = 365.8:  18%|█▊        | 4597/25000 [01:24<06:02, 56.26it/s]
Average Loss = 365.49:  18%|█▊        | 4597/25000 [01:24<06:02, 56.26it/s]
Average Loss = 365.49:  18%|█▊        | 4597/25000 [01:24<06:02, 56.26it/s]
Average Loss = 365.49:  18%|█▊        | 4603/25000 [01:24<06:04, 55.97it/s]
Average Loss = 365.49:  18%|█▊        | 4609/25000 [01:24<06:05, 55.75it/s]
Average Loss = 364.73:  18%|█▊        | 4609/25000 [01:24<06:05, 55.75it/s]
Average Loss = 364.73:  18%|█▊        | 4609/25000 [01:24<06:05, 55.75it/s]
Average Loss = 364.73:  18%|█▊        | 4615/25000 [01:24<06:06, 55.58it/s]
Average Loss = 364.24:  18%|█▊        | 4615/25000 [01:24<06:06, 55.58it/s]
Average Loss = 364.24:  18%|█▊        | 4615/25000 [01:24<06:06, 55.58it/s]
Average Loss = 364.24:  18%|█▊        | 4621/25000 [01:24<06:08, 55.34it/s]
Average Loss = 364.24:  19%|█▊        | 4627/25000 [01:24<06:07, 55.42it/s]
Average Loss = 364.12:  19%|█▊        | 4627/25000 [01:24<06:07, 55.42it/s]
Average Loss = 364.12:  19%|█▊        | 4627/25000 [01:24<06:07, 55.42it/s]
Average Loss = 364.12:  19%|█▊        | 4633/25000 [01:24<06:07, 55.36it/s]
Average Loss = 364.12:  19%|█▊        | 4639/25000 [01:24<06:07, 55.41it/s]
Average Loss = 363.9:  19%|█▊        | 4639/25000 [01:24<06:07, 55.41it/s] 
Average Loss = 363.9:  19%|█▊        | 4639/25000 [01:24<06:07, 55.41it/s]
Average Loss = 363.9:  19%|█▊        | 4645/25000 [01:24<06:07, 55.32it/s]
Average Loss = 363.74:  19%|█▊        | 4645/25000 [01:25<06:07, 55.32it/s]
Average Loss = 363.74:  19%|█▊        | 4645/25000 [01:25<06:07, 55.32it/s]
Average Loss = 363.74:  19%|█▊        | 4651/25000 [01:25<06:07, 55.33it/s]
Average Loss = 363.74:  19%|█▊        | 4657/25000 [01:25<06:07, 55.32it/s]
Average Loss = 363.05:  19%|█▊        | 4657/25000 [01:25<06:07, 55.32it/s]
Average Loss = 363.05:  19%|█▊        | 4657/25000 [01:25<06:07, 55.32it/s]
Average Loss = 363.05:  19%|█▊        | 4663/25000 [01:25<06:08, 55.21it/s]
Average Loss = 363.05:  19%|█▊        | 4669/25000 [01:25<06:18, 53.74it/s]
Average Loss = 363.13:  19%|█▊        | 4669/25000 [01:25<06:18, 53.74it/s]
Average Loss = 363.13:  19%|█▊        | 4669/25000 [01:25<06:18, 53.74it/s]
Average Loss = 363.13:  19%|█▊        | 4675/25000 [01:25<06:32, 51.82it/s]
Average Loss = 362.49:  19%|█▊        | 4675/25000 [01:25<06:32, 51.82it/s]
Average Loss = 362.49:  19%|█▊        | 4675/25000 [01:25<06:32, 51.82it/s]
Average Loss = 362.49:  19%|█▊        | 4681/25000 [01:25<06:55, 48.96it/s]
Average Loss = 362.49:  19%|█▊        | 4687/25000 [01:25<06:40, 50.70it/s]
Average Loss = 362.13:  19%|█▊        | 4687/25000 [01:25<06:40, 50.70it/s]
Average Loss = 362.13:  19%|█▊        | 4687/25000 [01:25<06:40, 50.70it/s]
Average Loss = 362.13:  19%|█▉        | 4693/25000 [01:25<06:31, 51.90it/s]
Average Loss = 362.13:  19%|█▉        | 4699/25000 [01:25<06:23, 52.95it/s]
Average Loss = 361.7:  19%|█▉        | 4699/25000 [01:25<06:23, 52.95it/s] 
Average Loss = 361.7:  19%|█▉        | 4699/25000 [01:25<06:23, 52.95it/s]
Average Loss = 361.7:  19%|█▉        | 4705/25000 [01:26<06:18, 53.56it/s]
Average Loss = 361.4:  19%|█▉        | 4705/25000 [01:26<06:18, 53.56it/s]
Average Loss = 361.4:  19%|█▉        | 4705/25000 [01:26<06:18, 53.56it/s]
Average Loss = 361.4:  19%|█▉        | 4711/25000 [01:26<06:15, 54.06it/s]
Average Loss = 361.4:  19%|█▉        | 4717/25000 [01:26<06:12, 54.44it/s]
Average Loss = 361.02:  19%|█▉        | 4717/25000 [01:26<06:12, 54.44it/s]
Average Loss = 361.02:  19%|█▉        | 4717/25000 [01:26<06:12, 54.44it/s]
Average Loss = 361.02:  19%|█▉        | 4723/25000 [01:26<06:13, 54.29it/s]
Average Loss = 361.02:  19%|█▉        | 4729/25000 [01:26<06:10, 54.71it/s]
Average Loss = 359.93:  19%|█▉        | 4729/25000 [01:26<06:10, 54.71it/s]
Average Loss = 359.93:  19%|█▉        | 4729/25000 [01:26<06:10, 54.71it/s]
Average Loss = 359.93:  19%|█▉        | 4735/25000 [01:26<06:09, 54.81it/s]
Average Loss = 359.16:  19%|█▉        | 4735/25000 [01:26<06:09, 54.81it/s]
Average Loss = 359.16:  19%|█▉        | 4735/25000 [01:26<06:09, 54.81it/s]
Average Loss = 359.16:  19%|█▉        | 4741/25000 [01:26<06:08, 54.96it/s]
Average Loss = 359.16:  19%|█▉        | 4747/25000 [01:26<06:07, 55.06it/s]
Average Loss = 358.73:  19%|█▉        | 4747/25000 [01:26<06:07, 55.06it/s]
Average Loss = 358.73:  19%|█▉        | 4747/25000 [01:26<06:07, 55.06it/s]
Average Loss = 358.73:  19%|█▉        | 4753/25000 [01:26<06:07, 55.05it/s]
Average Loss = 358.73:  19%|█▉        | 4759/25000 [01:27<06:06, 55.19it/s]
Average Loss = 358.12:  19%|█▉        | 4759/25000 [01:27<06:06, 55.19it/s]
Average Loss = 358.12:  19%|█▉        | 4759/25000 [01:27<06:06, 55.19it/s]
Average Loss = 358.12:  19%|█▉        | 4765/25000 [01:27<06:06, 55.16it/s]
Average Loss = 357.29:  19%|█▉        | 4765/25000 [01:27<06:06, 55.16it/s]
Average Loss = 357.29:  19%|█▉        | 4765/25000 [01:27<06:06, 55.16it/s]
Average Loss = 357.29:  19%|█▉        | 4771/25000 [01:27<07:10, 47.01it/s]
Average Loss = 357.29:  19%|█▉        | 4777/25000 [01:27<06:51, 49.14it/s]
Average Loss = 356.38:  19%|█▉        | 4777/25000 [01:27<06:51, 49.14it/s]
Average Loss = 356.38:  19%|█▉        | 4777/25000 [01:27<06:51, 49.14it/s]
Average Loss = 356.38:  19%|█▉        | 4783/25000 [01:27<06:37, 50.81it/s]
Average Loss = 356.38:  19%|█▉        | 4789/25000 [01:27<06:27, 52.10it/s]
Average Loss = 355.9:  19%|█▉        | 4789/25000 [01:27<06:27, 52.10it/s] 
Average Loss = 355.9:  19%|█▉        | 4789/25000 [01:27<06:27, 52.10it/s]
Average Loss = 355.9:  19%|█▉        | 4795/25000 [01:27<07:36, 44.30it/s]
Average Loss = 355.9:  19%|█▉        | 4800/25000 [01:27<07:31, 44.70it/s]
Average Loss = 355.34:  19%|█▉        | 4800/25000 [01:27<07:31, 44.70it/s]
Average Loss = 355.34:  19%|█▉        | 4800/25000 [01:27<07:31, 44.70it/s]
Average Loss = 355.34:  19%|█▉        | 4805/25000 [01:28<09:45, 34.48it/s]
Average Loss = 355.34:  19%|█▉        | 4809/25000 [01:28<10:17, 32.72it/s]
Average Loss = 354.78:  19%|█▉        | 4809/25000 [01:28<10:17, 32.72it/s]
Average Loss = 354.78:  19%|█▉        | 4809/25000 [01:28<10:17, 32.72it/s]
Average Loss = 354.78:  19%|█▉        | 4814/25000 [01:28<09:38, 34.90it/s]
Average Loss = 354.78:  19%|█▉        | 4820/25000 [01:28<08:34, 39.26it/s]
Average Loss = 354.59:  19%|█▉        | 4820/25000 [01:28<08:34, 39.26it/s]
Average Loss = 354.59:  19%|█▉        | 4820/25000 [01:28<08:34, 39.26it/s]
Average Loss = 354.59:  19%|█▉        | 4825/25000 [01:28<09:59, 33.64it/s]
Average Loss = 354.59:  19%|█▉        | 4829/25000 [01:28<10:35, 31.73it/s]
Average Loss = 353.3:  19%|█▉        | 4829/25000 [01:28<10:35, 31.73it/s] 
Average Loss = 353.3:  19%|█▉        | 4829/25000 [01:28<10:35, 31.73it/s]
Average Loss = 353.3:  19%|█▉        | 4835/25000 [01:28<09:17, 36.20it/s]
Average Loss = 353.3:  19%|█▉        | 4840/25000 [01:29<10:19, 32.53it/s]
Average Loss = 351.78:  19%|█▉        | 4840/25000 [01:29<10:19, 32.53it/s]
Average Loss = 351.78:  19%|█▉        | 4840/25000 [01:29<10:19, 32.53it/s]
Average Loss = 351.78:  19%|█▉        | 4844/25000 [01:29<10:08, 33.13it/s]
Average Loss = 351.78:  19%|█▉        | 4850/25000 [01:29<08:55, 37.62it/s]
Average Loss = 351.18:  19%|█▉        | 4850/25000 [01:29<08:55, 37.62it/s]
Average Loss = 351.18:  19%|█▉        | 4850/25000 [01:29<08:55, 37.62it/s]
Average Loss = 351.18:  19%|█▉        | 4855/25000 [01:29<09:32, 35.17it/s]
Average Loss = 351.18:  19%|█▉        | 4859/25000 [01:29<10:59, 30.54it/s]
Average Loss = 351.04:  19%|█▉        | 4859/25000 [01:29<10:59, 30.54it/s]
Average Loss = 351.04:  19%|█▉        | 4859/25000 [01:29<10:59, 30.54it/s]
Average Loss = 351.04:  19%|█▉        | 4864/25000 [01:29<11:06, 30.23it/s]
Average Loss = 351.04:  19%|█▉        | 4870/25000 [01:29<09:35, 35.01it/s]
Average Loss = 350.79:  19%|█▉        | 4870/25000 [01:30<09:35, 35.01it/s]
Average Loss = 350.79:  19%|█▉        | 4870/25000 [01:30<09:35, 35.01it/s]
Average Loss = 350.79:  19%|█▉        | 4874/25000 [01:30<10:42, 31.33it/s]
Average Loss = 350.79:  20%|█▉        | 4879/25000 [01:30<09:59, 33.54it/s]
Average Loss = 349.88:  20%|█▉        | 4879/25000 [01:30<09:59, 33.54it/s]
Average Loss = 349.88:  20%|█▉        | 4879/25000 [01:30<09:59, 33.54it/s]
Average Loss = 349.88:  20%|█▉        | 4885/25000 [01:30<08:54, 37.65it/s]
Average Loss = 349.88:  20%|█▉        | 4890/25000 [01:30<09:50, 34.05it/s]
Average Loss = 349.67:  20%|█▉        | 4890/25000 [01:30<09:50, 34.05it/s]
Average Loss = 349.67:  20%|█▉        | 4890/25000 [01:30<09:50, 34.05it/s]
Average Loss = 349.67:  20%|█▉        | 4894/25000 [01:30<09:34, 34.97it/s]
Average Loss = 349.67:  20%|█▉        | 4899/25000 [01:30<08:56, 37.50it/s]
Average Loss = 348.69:  20%|█▉        | 4899/25000 [01:30<08:56, 37.50it/s]
Average Loss = 348.69:  20%|█▉        | 4899/25000 [01:30<08:56, 37.50it/s]
Average Loss = 348.69:  20%|█▉        | 4903/25000 [01:30<09:06, 36.75it/s]
Average Loss = 348.69:  20%|█▉        | 4909/25000 [01:31<10:00, 33.45it/s]
Average Loss = 348.05:  20%|█▉        | 4909/25000 [01:31<10:00, 33.45it/s]
Average Loss = 348.05:  20%|█▉        | 4909/25000 [01:31<10:00, 33.45it/s]
Average Loss = 348.05:  20%|█▉        | 4913/25000 [01:31<13:33, 24.68it/s]
Average Loss = 348.05:  20%|█▉        | 4919/25000 [01:31<11:27, 29.20it/s]
Average Loss = 347.46:  20%|█▉        | 4919/25000 [01:31<11:27, 29.20it/s]
Average Loss = 347.46:  20%|█▉        | 4919/25000 [01:31<11:27, 29.20it/s]
Average Loss = 347.46:  20%|█▉        | 4923/25000 [01:31<13:19, 25.11it/s]
Average Loss = 347.46:  20%|█▉        | 4927/25000 [01:31<12:28, 26.80it/s]
Average Loss = 347.48:  20%|█▉        | 4927/25000 [01:31<12:28, 26.80it/s]
Average Loss = 347.48:  20%|█▉        | 4927/25000 [01:31<12:28, 26.80it/s]
Average Loss = 347.48:  20%|█▉        | 4931/25000 [01:31<12:25, 26.92it/s]
Average Loss = 347.48:  20%|█▉        | 4934/25000 [01:32<12:04, 27.71it/s]
Average Loss = 347.48:  20%|█▉        | 4937/25000 [01:32<13:52, 24.11it/s]
Average Loss = 347.11:  20%|█▉        | 4937/25000 [01:32<13:52, 24.11it/s]
Average Loss = 347.11:  20%|█▉        | 4937/25000 [01:32<13:52, 24.11it/s]
Average Loss = 347.11:  20%|█▉        | 4941/25000 [01:32<12:31, 26.70it/s]
Average Loss = 347.11:  20%|█▉        | 4947/25000 [01:32<10:27, 31.96it/s]
Average Loss = 346.44:  20%|█▉        | 4947/25000 [01:32<10:27, 31.96it/s]
Average Loss = 346.44:  20%|█▉        | 4947/25000 [01:32<10:27, 31.96it/s]
Average Loss = 346.44:  20%|█▉        | 4953/25000 [01:32<10:06, 33.06it/s]
Average Loss = 346.44:  20%|█▉        | 4958/25000 [01:32<09:36, 34.75it/s]
Average Loss = 346.45:  20%|█▉        | 4958/25000 [01:32<09:36, 34.75it/s]
Average Loss = 346.45:  20%|█▉        | 4958/25000 [01:32<09:36, 34.75it/s]
Average Loss = 346.45:  20%|█▉        | 4963/25000 [01:32<09:02, 36.93it/s]
Average Loss = 346.45:  20%|█▉        | 4969/25000 [01:32<08:09, 40.96it/s]
Average Loss = 345.7:  20%|█▉        | 4969/25000 [01:33<08:09, 40.96it/s] 
Average Loss = 345.7:  20%|█▉        | 4969/25000 [01:33<08:09, 40.96it/s]
Average Loss = 345.7:  20%|█▉        | 4974/25000 [01:33<08:29, 39.32it/s]
Average Loss = 345.7:  20%|█▉        | 4980/25000 [01:33<07:47, 42.84it/s]
Average Loss = 345.26:  20%|█▉        | 4980/25000 [01:33<07:47, 42.84it/s]
Average Loss = 345.26:  20%|█▉        | 4980/25000 [01:33<07:47, 42.84it/s]
Average Loss = 345.26:  20%|█▉        | 4986/25000 [01:33<08:02, 41.51it/s]
Average Loss = 345.09:  20%|█▉        | 4986/25000 [01:33<08:02, 41.51it/s]
Average Loss = 345.09:  20%|█▉        | 4986/25000 [01:33<08:02, 41.51it/s]
Average Loss = 345.09:  20%|█▉        | 4991/25000 [01:33<08:42, 38.30it/s]
Average Loss = 345.09:  20%|█▉        | 4997/25000 [01:33<08:00, 41.61it/s]
Average Loss = 344.71:  20%|█▉        | 4997/25000 [01:33<08:00, 41.61it/s]
Average Loss = 344.71:  20%|█▉        | 4997/25000 [01:33<08:00, 41.61it/s]
Average Loss = 344.71:  20%|██        | 5002/25000 [01:33<07:59, 41.74it/s]
Average Loss = 344.71:  20%|██        | 5007/25000 [01:33<08:17, 40.21it/s]
Average Loss = 344.66:  20%|██        | 5007/25000 [01:33<08:17, 40.21it/s]
Average Loss = 344.66:  20%|██        | 5007/25000 [01:33<08:17, 40.21it/s]
Average Loss = 344.66:  20%|██        | 5013/25000 [01:34<07:37, 43.73it/s]
Average Loss = 344.66:  20%|██        | 5019/25000 [01:34<07:10, 46.42it/s]
Average Loss = 344.3:  20%|██        | 5019/25000 [01:34<07:10, 46.42it/s] 
Average Loss = 344.3:  20%|██        | 5019/25000 [01:34<07:10, 46.42it/s]
Average Loss = 344.3:  20%|██        | 5024/25000 [01:34<07:40, 43.36it/s]
Average Loss = 344.3:  20%|██        | 5029/25000 [01:34<08:17, 40.12it/s]
Average Loss = 344.22:  20%|██        | 5029/25000 [01:34<08:17, 40.12it/s]
Average Loss = 344.22:  20%|██        | 5029/25000 [01:34<08:17, 40.12it/s]
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Average Loss = 344.22:  20%|██        | 5038/25000 [01:34<09:52, 33.71it/s]
Average Loss = 344.02:  20%|██        | 5038/25000 [01:34<09:52, 33.71it/s]
Average Loss = 344.02:  20%|██        | 5038/25000 [01:34<09:52, 33.71it/s]
Average Loss = 344.02:  20%|██        | 5042/25000 [01:34<09:25, 35.29it/s]
Average Loss = 344.02:  20%|██        | 5047/25000 [01:34<08:51, 37.56it/s]
Average Loss = 343.69:  20%|██        | 5047/25000 [01:34<08:51, 37.56it/s]
Average Loss = 343.69:  20%|██        | 5047/25000 [01:34<08:51, 37.56it/s]
Average Loss = 343.69:  20%|██        | 5053/25000 [01:35<08:00, 41.51it/s]
Average Loss = 343.69:  20%|██        | 5058/25000 [01:35<08:11, 40.54it/s]
Average Loss = 343.75:  20%|██        | 5058/25000 [01:35<08:11, 40.54it/s]
Average Loss = 343.75:  20%|██        | 5058/25000 [01:35<08:11, 40.54it/s]
Average Loss = 343.75:  20%|██        | 5063/25000 [01:35<08:04, 41.16it/s]
Average Loss = 343.75:  20%|██        | 5069/25000 [01:35<07:26, 44.63it/s]
Average Loss = 343.45:  20%|██        | 5069/25000 [01:35<07:26, 44.63it/s]
Average Loss = 343.45:  20%|██        | 5069/25000 [01:35<07:26, 44.63it/s]
Average Loss = 343.45:  20%|██        | 5075/25000 [01:35<07:00, 47.34it/s]
Average Loss = 343.45:  20%|██        | 5080/25000 [01:35<07:39, 43.33it/s]
Average Loss = 343.25:  20%|██        | 5080/25000 [01:35<07:39, 43.33it/s]
Average Loss = 343.25:  20%|██        | 5080/25000 [01:35<07:39, 43.33it/s]
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Average Loss = 343.25:  20%|██        | 5090/25000 [01:35<08:30, 39.03it/s]
Average Loss = 342.97:  20%|██        | 5090/25000 [01:35<08:30, 39.03it/s]
Average Loss = 342.97:  20%|██        | 5090/25000 [01:35<08:30, 39.03it/s]
Average Loss = 342.97:  20%|██        | 5096/25000 [01:36<07:45, 42.74it/s]
Average Loss = 342.42:  20%|██        | 5096/25000 [01:36<07:45, 42.74it/s]
Average Loss = 342.42:  20%|██        | 5096/25000 [01:36<07:45, 42.74it/s]
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Average Loss = 337.73:  21%|██        | 5198/25000 [01:37<05:59, 55.07it/s]
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Average Loss = 337.07:  21%|██        | 5216/25000 [01:38<05:59, 55.10it/s]
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Average Loss = 336.12:  21%|██        | 5228/25000 [01:38<06:00, 54.83it/s]
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Average Loss = 335.84:  21%|██        | 5240/25000 [01:38<05:59, 54.95it/s]
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Average Loss = 335.29:  21%|██        | 5246/25000 [01:38<05:59, 54.99it/s]
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Average Loss = 335.4:  21%|██        | 5258/25000 [01:39<06:32, 50.32it/s]
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Average Loss = 334.72:  21%|██        | 5270/25000 [01:39<06:14, 52.74it/s]
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Average Loss = 333.98:  21%|██        | 5288/25000 [01:39<06:02, 54.40it/s]
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Average Loss = 332.97:  21%|██        | 5300/25000 [01:39<05:58, 54.91it/s]
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Average Loss = 332.31:  21%|██        | 5306/25000 [01:40<05:58, 54.94it/s]
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Average Loss = 332.18:  21%|██▏       | 5318/25000 [01:40<05:57, 55.10it/s]
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Average Loss = 331.82:  21%|██▏       | 5330/25000 [01:40<06:01, 54.48it/s]
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Average Loss = 330.61:  21%|██▏       | 5336/25000 [01:40<06:03, 54.07it/s]
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Average Loss = 330.51:  21%|██▏       | 5348/25000 [01:40<05:59, 54.72it/s]
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Average Loss = 329.79:  21%|██▏       | 5360/25000 [01:40<05:57, 55.01it/s]
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Average Loss = 329.27:  21%|██▏       | 5366/25000 [01:41<06:31, 50.17it/s]
Average Loss = 329.27:  21%|██▏       | 5366/25000 [01:41<06:31, 50.17it/s]
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Average Loss = 328.9:  22%|██▏       | 5377/25000 [01:41<08:03, 40.58it/s]
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Average Loss = 327.89:  22%|██▏       | 5395/25000 [01:41<06:41, 48.82it/s]
Average Loss = 327.89:  22%|██▏       | 5395/25000 [01:41<06:41, 48.82it/s]
Average Loss = 327.89:  22%|██▏       | 5401/25000 [01:41<06:27, 50.61it/s]
Average Loss = 327.89:  22%|██▏       | 5407/25000 [01:41<06:17, 51.90it/s]
Average Loss = 327.36:  22%|██▏       | 5407/25000 [01:41<06:17, 51.90it/s]
Average Loss = 327.36:  22%|██▏       | 5407/25000 [01:41<06:17, 51.90it/s]
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Average Loss = 327.25:  22%|██▏       | 5419/25000 [01:42<06:05, 53.53it/s]
Average Loss = 327.25:  22%|██▏       | 5419/25000 [01:42<06:05, 53.53it/s]
Average Loss = 327.25:  22%|██▏       | 5425/25000 [01:42<06:03, 53.83it/s]
Average Loss = 326.69:  22%|██▏       | 5425/25000 [01:42<06:03, 53.83it/s]
Average Loss = 326.69:  22%|██▏       | 5425/25000 [01:42<06:03, 53.83it/s]
Average Loss = 326.69:  22%|██▏       | 5431/25000 [01:42<06:00, 54.23it/s]
Average Loss = 326.69:  22%|██▏       | 5437/25000 [01:42<06:01, 54.06it/s]
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Average Loss = 326.65:  22%|██▏       | 5437/25000 [01:42<06:01, 54.06it/s]
Average Loss = 326.65:  22%|██▏       | 5443/25000 [01:42<05:59, 54.37it/s]
Average Loss = 326.65:  22%|██▏       | 5449/25000 [01:42<05:57, 54.71it/s]
Average Loss = 325.87:  22%|██▏       | 5449/25000 [01:42<05:57, 54.71it/s]
Average Loss = 325.87:  22%|██▏       | 5449/25000 [01:42<05:57, 54.71it/s]
Average Loss = 325.87:  22%|██▏       | 5455/25000 [01:42<05:56, 54.82it/s]
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Average Loss = 326.15:  22%|██▏       | 5455/25000 [01:42<05:56, 54.82it/s]
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Average Loss = 325.79:  22%|██▏       | 5467/25000 [01:43<05:54, 55.05it/s]
Average Loss = 325.79:  22%|██▏       | 5467/25000 [01:43<05:54, 55.05it/s]
Average Loss = 325.79:  22%|██▏       | 5473/25000 [01:43<05:54, 55.06it/s]
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Average Loss = 324.99:  22%|██▏       | 5479/25000 [01:43<06:25, 50.61it/s]
Average Loss = 324.99:  22%|██▏       | 5479/25000 [01:43<06:25, 50.61it/s]
Average Loss = 324.99:  22%|██▏       | 5485/25000 [01:43<06:16, 51.80it/s]
Average Loss = 324.38:  22%|██▏       | 5485/25000 [01:43<06:16, 51.80it/s]
Average Loss = 324.38:  22%|██▏       | 5485/25000 [01:43<06:16, 51.80it/s]
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Average Loss = 323.98:  22%|██▏       | 5497/25000 [01:43<06:06, 53.27it/s]
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Average Loss = 323.13:  22%|██▏       | 5515/25000 [01:43<05:57, 54.51it/s]
Average Loss = 323.13:  22%|██▏       | 5515/25000 [01:43<05:57, 54.51it/s]
Average Loss = 323.13:  22%|██▏       | 5521/25000 [01:43<05:55, 54.79it/s]
Average Loss = 323.13:  22%|██▏       | 5527/25000 [01:44<05:54, 54.91it/s]
Average Loss = 322.74:  22%|██▏       | 5527/25000 [01:44<05:54, 54.91it/s]
Average Loss = 322.74:  22%|██▏       | 5527/25000 [01:44<05:54, 54.91it/s]
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Average Loss = 322.28:  22%|██▏       | 5539/25000 [01:44<05:53, 55.10it/s]
Average Loss = 322.28:  22%|██▏       | 5545/25000 [01:44<05:54, 54.82it/s]
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Average Loss = 321.51:  22%|██▏       | 5545/25000 [01:44<05:54, 54.82it/s]
Average Loss = 321.51:  22%|██▏       | 5551/25000 [01:44<05:53, 54.99it/s]
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Average Loss = 321.36:  22%|██▏       | 5557/25000 [01:44<05:53, 55.07it/s]
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Average Loss = 320.42:  22%|██▏       | 5569/25000 [01:44<06:11, 52.37it/s]
Average Loss = 320.42:  22%|██▏       | 5569/25000 [01:44<06:11, 52.37it/s]
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Average Loss = 319.93:  22%|██▏       | 5575/25000 [01:45<06:05, 53.22it/s]
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Average Loss = 319.93:  22%|██▏       | 5587/25000 [01:45<05:58, 54.20it/s]
Average Loss = 319.69:  22%|██▏       | 5587/25000 [01:45<05:58, 54.20it/s]
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Average Loss = 319.69:  22%|██▏       | 5599/25000 [01:45<06:36, 48.93it/s]
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Average Loss = 318.56:  22%|██▏       | 5616/25000 [01:45<07:22, 43.85it/s]
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Average Loss = 318.56:  23%|██▎       | 5627/25000 [01:46<07:55, 40.76it/s]
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Average Loss = 317.35:  23%|██▎       | 5636/25000 [01:46<09:46, 33.03it/s]
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Average Loss = 315.79:  23%|██▎       | 5669/25000 [01:47<08:19, 38.69it/s]
Average Loss = 315.79:  23%|██▎       | 5669/25000 [01:47<08:19, 38.69it/s]
Average Loss = 315.79:  23%|██▎       | 5675/25000 [01:47<07:39, 42.05it/s]
Average Loss = 315.79:  23%|██▎       | 5680/25000 [01:47<07:58, 40.34it/s]
Average Loss = 315.36:  23%|██▎       | 5680/25000 [01:47<07:58, 40.34it/s]
Average Loss = 315.36:  23%|██▎       | 5680/25000 [01:47<07:58, 40.34it/s]
Average Loss = 315.36:  23%|██▎       | 5685/25000 [01:47<07:47, 41.31it/s]
Average Loss = 315.02:  23%|██▎       | 5685/25000 [01:47<07:47, 41.31it/s]
Average Loss = 315.02:  23%|██▎       | 5685/25000 [01:47<07:47, 41.31it/s]
Average Loss = 315.02:  23%|██▎       | 5691/25000 [01:47<07:13, 44.50it/s]
Average Loss = 315.02:  23%|██▎       | 5696/25000 [01:47<07:31, 42.80it/s]
Average Loss = 314.74:  23%|██▎       | 5696/25000 [01:48<07:31, 42.80it/s]
Average Loss = 314.74:  23%|██▎       | 5696/25000 [01:48<07:31, 42.80it/s]
Average Loss = 314.74:  23%|██▎       | 5701/25000 [01:48<09:02, 35.54it/s]
Average Loss = 314.74:  23%|██▎       | 5705/25000 [01:48<09:01, 35.65it/s]
Average Loss = 314.34:  23%|██▎       | 5705/25000 [01:48<09:01, 35.65it/s]
Average Loss = 314.34:  23%|██▎       | 5705/25000 [01:48<09:01, 35.65it/s]
Average Loss = 314.34:  23%|██▎       | 5711/25000 [01:48<08:10, 39.36it/s]
Average Loss = 314.34:  23%|██▎       | 5716/25000 [01:48<07:58, 40.26it/s]
Average Loss = 313.66:  23%|██▎       | 5716/25000 [01:48<07:58, 40.26it/s]
Average Loss = 313.66:  23%|██▎       | 5716/25000 [01:48<07:58, 40.26it/s]
Average Loss = 313.66:  23%|██▎       | 5722/25000 [01:48<07:19, 43.87it/s]
Average Loss = 313.66:  23%|██▎       | 5728/25000 [01:48<06:53, 46.58it/s]
Average Loss = 313.38:  23%|██▎       | 5728/25000 [01:48<06:53, 46.58it/s]
Average Loss = 313.38:  23%|██▎       | 5728/25000 [01:48<06:53, 46.58it/s]
Average Loss = 313.38:  23%|██▎       | 5734/25000 [01:48<06:39, 48.28it/s]
Average Loss = 313.38:  23%|██▎       | 5740/25000 [01:48<06:27, 49.74it/s]
Average Loss = 313.46:  23%|██▎       | 5740/25000 [01:48<06:27, 49.74it/s]
Average Loss = 313.46:  23%|██▎       | 5740/25000 [01:48<06:27, 49.74it/s]
Average Loss = 313.46:  23%|██▎       | 5746/25000 [01:48<06:16, 51.20it/s]
Average Loss = 313.21:  23%|██▎       | 5746/25000 [01:49<06:16, 51.20it/s]
Average Loss = 313.21:  23%|██▎       | 5746/25000 [01:49<06:16, 51.20it/s]
Average Loss = 313.21:  23%|██▎       | 5752/25000 [01:49<06:15, 51.21it/s]
Average Loss = 313.21:  23%|██▎       | 5758/25000 [01:49<06:21, 50.41it/s]
Average Loss = 312.73:  23%|██▎       | 5758/25000 [01:49<06:21, 50.41it/s]
Average Loss = 312.73:  23%|██▎       | 5758/25000 [01:49<06:21, 50.41it/s]
Average Loss = 312.73:  23%|██▎       | 5764/25000 [01:49<06:24, 50.06it/s]
Average Loss = 312.73:  23%|██▎       | 5770/25000 [01:49<06:36, 48.49it/s]
Average Loss = 312.09:  23%|██▎       | 5770/25000 [01:49<06:36, 48.49it/s]
Average Loss = 312.09:  23%|██▎       | 5770/25000 [01:49<06:36, 48.49it/s]
Average Loss = 312.09:  23%|██▎       | 5775/25000 [01:49<06:59, 45.87it/s]
Average Loss = 311.91:  23%|██▎       | 5775/25000 [01:49<06:59, 45.87it/s]
Average Loss = 311.91:  23%|██▎       | 5775/25000 [01:49<06:59, 45.87it/s]
Average Loss = 311.91:  23%|██▎       | 5781/25000 [01:49<06:35, 48.64it/s]
Average Loss = 311.91:  23%|██▎       | 5786/25000 [01:49<06:57, 46.00it/s]
Average Loss = 311.59:  23%|██▎       | 5786/25000 [01:49<06:57, 46.00it/s]
Average Loss = 311.59:  23%|██▎       | 5786/25000 [01:49<06:57, 46.00it/s]
Average Loss = 311.59:  23%|██▎       | 5791/25000 [01:49<07:24, 43.22it/s]
Average Loss = 311.59:  23%|██▎       | 5796/25000 [01:50<07:44, 41.36it/s]
Average Loss = 311.18:  23%|██▎       | 5796/25000 [01:50<07:44, 41.36it/s]
Average Loss = 311.18:  23%|██▎       | 5796/25000 [01:50<07:44, 41.36it/s]
Average Loss = 311.18:  23%|██▎       | 5801/25000 [01:50<08:02, 39.80it/s]
Average Loss = 311.18:  23%|██▎       | 5807/25000 [01:50<07:27, 42.86it/s]
Average Loss = 310.56:  23%|██▎       | 5807/25000 [01:50<07:27, 42.86it/s]
Average Loss = 310.56:  23%|██▎       | 5807/25000 [01:50<07:27, 42.86it/s]
Average Loss = 310.56:  23%|██▎       | 5812/25000 [01:50<07:13, 44.23it/s]
Average Loss = 310.56:  23%|██▎       | 5817/25000 [01:50<07:13, 44.29it/s]
Average Loss = 309.82:  23%|██▎       | 5817/25000 [01:50<07:13, 44.29it/s]
Average Loss = 309.82:  23%|██▎       | 5817/25000 [01:50<07:13, 44.29it/s]
Average Loss = 309.82:  23%|██▎       | 5826/25000 [01:50<06:08, 52.04it/s]
Average Loss = 309.44:  23%|██▎       | 5826/25000 [01:50<06:08, 52.04it/s]
Average Loss = 309.44:  23%|██▎       | 5826/25000 [01:50<06:08, 52.04it/s]
Average Loss = 309.44:  23%|██▎       | 5833/25000 [01:50<05:40, 56.27it/s]
Average Loss = 309.44:  23%|██▎       | 5840/25000 [01:50<05:41, 56.07it/s]
Average Loss = 309.65:  23%|██▎       | 5840/25000 [01:50<05:41, 56.07it/s]
Average Loss = 309.65:  23%|██▎       | 5840/25000 [01:50<05:41, 56.07it/s]
Average Loss = 309.65:  23%|██▎       | 5846/25000 [01:51<05:43, 55.80it/s]
Average Loss = 309.57:  23%|██▎       | 5846/25000 [01:51<05:43, 55.80it/s]
Average Loss = 309.57:  23%|██▎       | 5846/25000 [01:51<05:43, 55.80it/s]
Average Loss = 309.57:  23%|██▎       | 5852/25000 [01:51<05:44, 55.56it/s]
Average Loss = 309.57:  23%|██▎       | 5858/25000 [01:51<05:44, 55.50it/s]
Average Loss = 309.02:  23%|██▎       | 5858/25000 [01:51<05:44, 55.50it/s]
Average Loss = 309.02:  23%|██▎       | 5858/25000 [01:51<05:44, 55.50it/s]
Average Loss = 309.02:  23%|██▎       | 5864/25000 [01:51<05:46, 55.30it/s]
Average Loss = 309.02:  23%|██▎       | 5870/25000 [01:51<06:42, 47.58it/s]
Average Loss = 308.48:  23%|██▎       | 5870/25000 [01:51<06:42, 47.58it/s]
Average Loss = 308.48:  23%|██▎       | 5870/25000 [01:51<06:42, 47.58it/s]
Average Loss = 308.48:  24%|██▎       | 5876/25000 [01:51<07:44, 41.20it/s]
Average Loss = 308.27:  24%|██▎       | 5876/25000 [01:51<07:44, 41.20it/s]
Average Loss = 308.27:  24%|██▎       | 5876/25000 [01:51<07:44, 41.20it/s]
Average Loss = 308.27:  24%|██▎       | 5881/25000 [01:51<08:34, 37.13it/s]
Average Loss = 308.27:  24%|██▎       | 5886/25000 [01:51<08:34, 37.13it/s]
Average Loss = 308.27:  24%|██▎       | 5890/25000 [01:52<10:00, 31.81it/s]
Average Loss = 307.41:  24%|██▎       | 5890/25000 [01:52<10:00, 31.81it/s]
Average Loss = 307.41:  24%|██▎       | 5890/25000 [01:52<10:00, 31.81it/s]
Average Loss = 307.41:  24%|██▎       | 5894/25000 [01:52<09:45, 32.62it/s]
Average Loss = 307.41:  24%|██▎       | 5898/25000 [01:52<09:45, 32.60it/s]
Average Loss = 307.41:  24%|██▎       | 5898/25000 [01:52<09:45, 32.60it/s]
Average Loss = 307.41:  24%|██▎       | 5898/25000 [01:52<09:45, 32.60it/s]
Average Loss = 307.41:  24%|██▎       | 5902/25000 [01:52<10:16, 30.96it/s]
Average Loss = 307.41:  24%|██▎       | 5906/25000 [01:52<09:43, 32.73it/s]
Average Loss = 307.41:  24%|██▎       | 5910/25000 [01:52<09:26, 33.72it/s]
Average Loss = 306.62:  24%|██▎       | 5910/25000 [01:52<09:26, 33.72it/s]
Average Loss = 306.62:  24%|██▎       | 5910/25000 [01:52<09:26, 33.72it/s]
Average Loss = 306.62:  24%|██▎       | 5914/25000 [01:52<09:16, 34.31it/s]
Average Loss = 306.62:  24%|██▎       | 5918/25000 [01:52<09:21, 34.00it/s]
Average Loss = 306.14:  24%|██▎       | 5918/25000 [01:53<09:21, 34.00it/s]
Average Loss = 306.14:  24%|██▎       | 5918/25000 [01:53<09:21, 34.00it/s]
Average Loss = 306.14:  24%|██▎       | 5922/25000 [01:53<09:12, 34.50it/s]
Average Loss = 306.14:  24%|██▎       | 5926/25000 [01:53<09:06, 34.92it/s]
Average Loss = 306.14:  24%|██▎       | 5930/25000 [01:53<09:15, 34.34it/s]
Average Loss = 305.57:  24%|██▎       | 5930/25000 [01:53<09:15, 34.34it/s]
Average Loss = 305.57:  24%|██▎       | 5930/25000 [01:53<09:15, 34.34it/s]
Average Loss = 305.57:  24%|██▎       | 5934/25000 [01:53<08:56, 35.51it/s]
Average Loss = 305.57:  24%|██▍       | 5939/25000 [01:53<08:25, 37.69it/s]
Average Loss = 305:  24%|██▍       | 5939/25000 [01:53<08:25, 37.69it/s]   
Average Loss = 305:  24%|██▍       | 5939/25000 [01:53<08:25, 37.69it/s]
Average Loss = 305:  24%|██▍       | 5943/25000 [01:53<08:32, 37.20it/s]
Average Loss = 305:  24%|██▍       | 5947/25000 [01:53<08:27, 37.52it/s]
Average Loss = 304.74:  24%|██▍       | 5947/25000 [01:53<08:27, 37.52it/s]
Average Loss = 304.74:  24%|██▍       | 5947/25000 [01:53<08:27, 37.52it/s]
Average Loss = 304.74:  24%|██▍       | 5951/25000 [01:53<08:30, 37.29it/s]
Average Loss = 304.74:  24%|██▍       | 5957/25000 [01:53<07:45, 40.91it/s]
Average Loss = 304:  24%|██▍       | 5957/25000 [01:54<07:45, 40.91it/s]   
Average Loss = 304:  24%|██▍       | 5957/25000 [01:54<07:45, 40.91it/s]
Average Loss = 304:  24%|██▍       | 5962/25000 [01:54<07:35, 41.84it/s]
Average Loss = 304:  24%|██▍       | 5967/25000 [01:54<07:57, 39.83it/s]
Average Loss = 303.49:  24%|██▍       | 5967/25000 [01:54<07:57, 39.83it/s]
Average Loss = 303.49:  24%|██▍       | 5967/25000 [01:54<07:57, 39.83it/s]
Average Loss = 303.49:  24%|██▍       | 5972/25000 [01:54<08:01, 39.51it/s]
Average Loss = 303.49:  24%|██▍       | 5977/25000 [01:54<08:14, 38.44it/s]
Average Loss = 302.49:  24%|██▍       | 5977/25000 [01:54<08:14, 38.44it/s]
Average Loss = 302.49:  24%|██▍       | 5977/25000 [01:54<08:14, 38.44it/s]
Average Loss = 302.49:  24%|██▍       | 5982/25000 [01:54<07:50, 40.43it/s]
Average Loss = 302.49:  24%|██▍       | 5988/25000 [01:54<07:14, 43.72it/s]
Average Loss = 301.7:  24%|██▍       | 5988/25000 [01:54<07:14, 43.72it/s] 
Average Loss = 301.7:  24%|██▍       | 5988/25000 [01:54<07:14, 43.72it/s]
Average Loss = 301.7:  24%|██▍       | 5994/25000 [01:54<06:47, 46.60it/s]
Average Loss = 301.7:  24%|██▍       | 6000/25000 [01:54<06:32, 48.46it/s]
Average Loss = 301.25:  24%|██▍       | 6000/25000 [01:54<06:32, 48.46it/s]
Average Loss = 301.25:  24%|██▍       | 6000/25000 [01:54<06:32, 48.46it/s]
Average Loss = 301.25:  24%|██▍       | 6007/25000 [01:55<06:06, 51.76it/s]
Average Loss = 301.08:  24%|██▍       | 6007/25000 [01:55<06:06, 51.76it/s]
Average Loss = 301.08:  24%|██▍       | 6007/25000 [01:55<06:06, 51.76it/s]
Average Loss = 301.08:  24%|██▍       | 6013/25000 [01:55<06:00, 52.73it/s]
Average Loss = 301.08:  24%|██▍       | 6019/25000 [01:55<05:54, 53.54it/s]
Average Loss = 300.37:  24%|██▍       | 6019/25000 [01:55<05:54, 53.54it/s]
Average Loss = 300.37:  24%|██▍       | 6019/25000 [01:55<05:54, 53.54it/s]
Average Loss = 300.37:  24%|██▍       | 6025/25000 [01:55<05:50, 54.06it/s]
Average Loss = 299.92:  24%|██▍       | 6025/25000 [01:55<05:50, 54.06it/s]
Average Loss = 299.92:  24%|██▍       | 6025/25000 [01:55<05:50, 54.06it/s]
Average Loss = 299.92:  24%|██▍       | 6031/25000 [01:55<05:48, 54.42it/s]
Average Loss = 299.92:  24%|██▍       | 6037/25000 [01:55<05:46, 54.77it/s]
Average Loss = 299.3:  24%|██▍       | 6037/25000 [01:55<05:46, 54.77it/s] 
Average Loss = 299.3:  24%|██▍       | 6037/25000 [01:55<05:46, 54.77it/s]
Average Loss = 299.3:  24%|██▍       | 6043/25000 [01:55<05:45, 54.93it/s]
Average Loss = 299.3:  24%|██▍       | 6049/25000 [01:55<05:44, 55.07it/s]
Average Loss = 298.76:  24%|██▍       | 6049/25000 [01:55<05:44, 55.07it/s]
Average Loss = 298.76:  24%|██▍       | 6049/25000 [01:55<05:44, 55.07it/s]
Average Loss = 298.76:  24%|██▍       | 6055/25000 [01:55<05:43, 55.13it/s]
Average Loss = 298:  24%|██▍       | 6055/25000 [01:56<05:43, 55.13it/s]   
Average Loss = 298:  24%|██▍       | 6055/25000 [01:56<05:43, 55.13it/s]
Average Loss = 298:  24%|██▍       | 6061/25000 [01:56<05:42, 55.25it/s]
Average Loss = 298:  24%|██▍       | 6067/25000 [01:56<05:41, 55.39it/s]
Average Loss = 297.28:  24%|██▍       | 6067/25000 [01:56<05:41, 55.39it/s]
Average Loss = 297.28:  24%|██▍       | 6067/25000 [01:56<05:41, 55.39it/s]
Average Loss = 297.28:  24%|██▍       | 6073/25000 [01:56<05:41, 55.39it/s]
Average Loss = 297.28:  24%|██▍       | 6079/25000 [01:56<06:24, 49.19it/s]
Average Loss = 296.77:  24%|██▍       | 6079/25000 [01:56<06:24, 49.19it/s]
Average Loss = 296.77:  24%|██▍       | 6079/25000 [01:56<06:24, 49.19it/s]
Average Loss = 296.77:  24%|██▍       | 6086/25000 [01:56<05:57, 52.84it/s]
Average Loss = 295.86:  24%|██▍       | 6086/25000 [01:56<05:57, 52.84it/s]
Average Loss = 295.86:  24%|██▍       | 6086/25000 [01:56<05:57, 52.84it/s]
Average Loss = 295.86:  24%|██▍       | 6092/25000 [01:56<06:49, 46.17it/s]
Average Loss = 295.86:  24%|██▍       | 6097/25000 [01:56<07:03, 44.67it/s]
Average Loss = 295.74:  24%|██▍       | 6097/25000 [01:56<07:03, 44.67it/s]
Average Loss = 295.74:  24%|██▍       | 6097/25000 [01:56<07:03, 44.67it/s]
Average Loss = 295.74:  24%|██▍       | 6102/25000 [01:56<07:45, 40.58it/s]
Average Loss = 295.74:  24%|██▍       | 6107/25000 [01:57<07:30, 41.90it/s]
Average Loss = 295.3:  24%|██▍       | 6107/25000 [01:57<07:30, 41.90it/s] 
Average Loss = 295.3:  24%|██▍       | 6107/25000 [01:57<07:30, 41.90it/s]
Average Loss = 295.3:  24%|██▍       | 6113/25000 [01:57<06:58, 45.13it/s]
Average Loss = 295.3:  24%|██▍       | 6119/25000 [01:57<06:35, 47.76it/s]
Average Loss = 294.7:  24%|██▍       | 6119/25000 [01:57<06:35, 47.76it/s]
Average Loss = 294.7:  24%|██▍       | 6119/25000 [01:57<06:35, 47.76it/s]
Average Loss = 294.7:  24%|██▍       | 6125/25000 [01:57<06:18, 49.80it/s]
Average Loss = 294.51:  24%|██▍       | 6125/25000 [01:57<06:18, 49.80it/s]
Average Loss = 294.51:  24%|██▍       | 6125/25000 [01:57<06:18, 49.80it/s]
Average Loss = 294.51:  25%|██▍       | 6131/25000 [01:57<06:07, 51.36it/s]
Average Loss = 294.51:  25%|██▍       | 6137/25000 [01:57<05:59, 52.49it/s]
Average Loss = 294.1:  25%|██▍       | 6137/25000 [01:57<05:59, 52.49it/s] 
Average Loss = 294.1:  25%|██▍       | 6137/25000 [01:57<05:59, 52.49it/s]
Average Loss = 294.1:  25%|██▍       | 6143/25000 [01:57<05:54, 53.21it/s]
Average Loss = 294.1:  25%|██▍       | 6149/25000 [01:57<05:49, 53.89it/s]
Average Loss = 294.2:  25%|██▍       | 6149/25000 [01:57<05:49, 53.89it/s]
Average Loss = 294.2:  25%|██▍       | 6149/25000 [01:57<05:49, 53.89it/s]
Average Loss = 294.2:  25%|██▍       | 6155/25000 [01:57<05:47, 54.26it/s]
Average Loss = 293.71:  25%|██▍       | 6155/25000 [01:58<05:47, 54.26it/s]
Average Loss = 293.71:  25%|██▍       | 6155/25000 [01:58<05:47, 54.26it/s]
Average Loss = 293.71:  25%|██▍       | 6161/25000 [01:58<05:45, 54.57it/s]
Average Loss = 293.71:  25%|██▍       | 6167/25000 [01:58<05:43, 54.78it/s]
Average Loss = 293.33:  25%|██▍       | 6167/25000 [01:58<05:43, 54.78it/s]
Average Loss = 293.33:  25%|██▍       | 6167/25000 [01:58<05:43, 54.78it/s]
Average Loss = 293.33:  25%|██▍       | 6173/25000 [01:58<05:43, 54.85it/s]
Average Loss = 293.33:  25%|██▍       | 6179/25000 [01:58<05:45, 54.44it/s]
Average Loss = 293.36:  25%|██▍       | 6179/25000 [01:58<05:45, 54.44it/s]
Average Loss = 293.36:  25%|██▍       | 6179/25000 [01:58<05:45, 54.44it/s]
Average Loss = 293.36:  25%|██▍       | 6185/25000 [01:58<05:45, 54.39it/s]
Average Loss = 292.82:  25%|██▍       | 6185/25000 [01:58<05:45, 54.39it/s]
Average Loss = 292.82:  25%|██▍       | 6185/25000 [01:58<05:45, 54.39it/s]
Average Loss = 292.82:  25%|██▍       | 6191/25000 [01:58<05:49, 53.76it/s]
Average Loss = 292.82:  25%|██▍       | 6197/25000 [01:58<05:47, 54.19it/s]
Average Loss = 292.53:  25%|██▍       | 6197/25000 [01:58<05:47, 54.19it/s]
Average Loss = 292.53:  25%|██▍       | 6197/25000 [01:58<05:47, 54.19it/s]
Average Loss = 292.53:  25%|██▍       | 6203/25000 [01:58<05:45, 54.44it/s]
Average Loss = 292.53:  25%|██▍       | 6209/25000 [01:58<05:43, 54.77it/s]
Average Loss = 292.51:  25%|██▍       | 6209/25000 [01:58<05:43, 54.77it/s]
Average Loss = 292.51:  25%|██▍       | 6209/25000 [01:58<05:43, 54.77it/s]
Average Loss = 292.51:  25%|██▍       | 6215/25000 [01:59<05:42, 54.89it/s]
Average Loss = 291.94:  25%|██▍       | 6215/25000 [01:59<05:42, 54.89it/s]
Average Loss = 291.94:  25%|██▍       | 6215/25000 [01:59<05:42, 54.89it/s]
Average Loss = 291.94:  25%|██▍       | 6221/25000 [01:59<05:41, 54.99it/s]
Average Loss = 291.94:  25%|██▍       | 6227/25000 [01:59<05:40, 55.07it/s]
Average Loss = 291.7:  25%|██▍       | 6227/25000 [01:59<05:40, 55.07it/s] 
Average Loss = 291.7:  25%|██▍       | 6227/25000 [01:59<05:40, 55.07it/s]
Average Loss = 291.7:  25%|██▍       | 6233/25000 [01:59<05:40, 55.07it/s]
Average Loss = 291.7:  25%|██▍       | 6239/25000 [01:59<05:39, 55.22it/s]
Average Loss = 290.8:  25%|██▍       | 6239/25000 [01:59<05:39, 55.22it/s]
Average Loss = 290.8:  25%|██▍       | 6239/25000 [01:59<05:39, 55.22it/s]
Average Loss = 290.8:  25%|██▍       | 6245/25000 [01:59<05:48, 53.75it/s]
Average Loss = 290.19:  25%|██▍       | 6245/25000 [01:59<05:48, 53.75it/s]
Average Loss = 290.19:  25%|██▍       | 6245/25000 [01:59<05:48, 53.75it/s]
Average Loss = 290.19:  25%|██▌       | 6252/25000 [01:59<05:24, 57.69it/s]
Average Loss = 289.85:  25%|██▌       | 6252/25000 [01:59<05:24, 57.69it/s]
Average Loss = 289.85:  25%|██▌       | 6252/25000 [01:59<05:24, 57.69it/s]
Average Loss = 289.85:  25%|██▌       | 6262/25000 [01:59<04:49, 64.82it/s]
Average Loss = 289.85:  25%|██▌       | 6269/25000 [01:59<04:50, 64.46it/s]
Average Loss = 289.44:  25%|██▌       | 6269/25000 [01:59<04:50, 64.46it/s]
Average Loss = 289.44:  25%|██▌       | 6269/25000 [01:59<04:50, 64.46it/s]
Average Loss = 289.44:  25%|██▌       | 6276/25000 [02:00<05:06, 61.12it/s]
Average Loss = 289.02:  25%|██▌       | 6276/25000 [02:00<05:06, 61.12it/s]
Average Loss = 289.02:  25%|██▌       | 6276/25000 [02:00<05:06, 61.12it/s]
Average Loss = 289.02:  25%|██▌       | 6284/25000 [02:00<05:19, 58.67it/s]
Average Loss = 288.89:  25%|██▌       | 6284/25000 [02:00<05:19, 58.67it/s]
Average Loss = 288.89:  25%|██▌       | 6284/25000 [02:00<05:19, 58.67it/s]
Average Loss = 288.89:  25%|██▌       | 6291/25000 [02:00<05:19, 58.54it/s]
Average Loss = 288.89:  25%|██▌       | 6297/25000 [02:00<07:32, 41.35it/s]
Average Loss = 288.76:  25%|██▌       | 6297/25000 [02:00<07:32, 41.35it/s]
Average Loss = 288.76:  25%|██▌       | 6297/25000 [02:00<07:32, 41.35it/s]
Average Loss = 288.76:  25%|██▌       | 6302/25000 [02:00<08:30, 36.61it/s]
Average Loss = 288.76:  25%|██▌       | 6307/25000 [02:00<08:37, 36.09it/s]
Average Loss = 288.74:  25%|██▌       | 6307/25000 [02:00<08:37, 36.09it/s]
Average Loss = 288.74:  25%|██▌       | 6307/25000 [02:00<08:37, 36.09it/s]
Average Loss = 288.74:  25%|██▌       | 6312/25000 [02:00<07:57, 39.12it/s]
Average Loss = 288.74:  25%|██▌       | 6319/25000 [02:01<06:54, 45.08it/s]
Average Loss = 288.53:  25%|██▌       | 6319/25000 [02:01<06:54, 45.08it/s]
Average Loss = 288.53:  25%|██▌       | 6319/25000 [02:01<06:54, 45.08it/s]
Average Loss = 288.53:  25%|██▌       | 6325/25000 [02:01<06:36, 47.13it/s]
Average Loss = 288.03:  25%|██▌       | 6325/25000 [02:01<06:36, 47.13it/s]
Average Loss = 288.03:  25%|██▌       | 6325/25000 [02:01<06:36, 47.13it/s]
Average Loss = 288.03:  25%|██▌       | 6331/25000 [02:01<06:19, 49.21it/s]
Average Loss = 288.03:  25%|██▌       | 6337/25000 [02:01<06:04, 51.16it/s]
Average Loss = 288.14:  25%|██▌       | 6337/25000 [02:01<06:04, 51.16it/s]
Average Loss = 288.14:  25%|██▌       | 6337/25000 [02:01<06:04, 51.16it/s]
Average Loss = 288.14:  25%|██▌       | 6343/25000 [02:01<05:54, 52.56it/s]
Average Loss = 288.14:  25%|██▌       | 6349/25000 [02:01<05:47, 53.61it/s]
Average Loss = 287.5:  25%|██▌       | 6349/25000 [02:01<05:47, 53.61it/s] 
Average Loss = 287.5:  25%|██▌       | 6349/25000 [02:01<05:47, 53.61it/s]
Average Loss = 287.5:  25%|██▌       | 6355/25000 [02:01<05:43, 54.33it/s]
Average Loss = 287.14:  25%|██▌       | 6355/25000 [02:01<05:43, 54.33it/s]
Average Loss = 287.14:  25%|██▌       | 6355/25000 [02:01<05:43, 54.33it/s]
Average Loss = 287.14:  25%|██▌       | 6361/25000 [02:01<05:39, 54.87it/s]
Average Loss = 287.14:  25%|██▌       | 6367/25000 [02:01<05:37, 55.27it/s]
Average Loss = 286.84:  25%|██▌       | 6367/25000 [02:02<05:37, 55.27it/s]
Average Loss = 286.84:  25%|██▌       | 6367/25000 [02:02<05:37, 55.27it/s]
Average Loss = 286.84:  25%|██▌       | 6373/25000 [02:02<05:35, 55.51it/s]
Average Loss = 286.84:  26%|██▌       | 6379/25000 [02:02<05:33, 55.76it/s]
Average Loss = 286.67:  26%|██▌       | 6379/25000 [02:02<05:33, 55.76it/s]
Average Loss = 286.67:  26%|██▌       | 6379/25000 [02:02<05:33, 55.76it/s]
Average Loss = 286.67:  26%|██▌       | 6385/25000 [02:02<05:33, 55.80it/s]
Average Loss = 286.64:  26%|██▌       | 6385/25000 [02:02<05:33, 55.80it/s]
Average Loss = 286.64:  26%|██▌       | 6385/25000 [02:02<05:33, 55.80it/s]
Average Loss = 286.64:  26%|██▌       | 6391/25000 [02:02<05:33, 55.84it/s]
Average Loss = 286.64:  26%|██▌       | 6397/25000 [02:02<05:35, 55.50it/s]
Average Loss = 286.38:  26%|██▌       | 6397/25000 [02:02<05:35, 55.50it/s]
Average Loss = 286.38:  26%|██▌       | 6397/25000 [02:02<05:35, 55.50it/s]
Average Loss = 286.38:  26%|██▌       | 6403/25000 [02:02<05:34, 55.66it/s]
Average Loss = 286.38:  26%|██▌       | 6409/25000 [02:02<06:16, 49.32it/s]
Average Loss = 286.16:  26%|██▌       | 6409/25000 [02:02<06:16, 49.32it/s]
Average Loss = 286.16:  26%|██▌       | 6409/25000 [02:02<06:16, 49.32it/s]
Average Loss = 286.16:  26%|██▌       | 6415/25000 [02:02<06:03, 51.08it/s]
Average Loss = 286.01:  26%|██▌       | 6415/25000 [02:02<06:03, 51.08it/s]
Average Loss = 286.01:  26%|██▌       | 6415/25000 [02:02<06:03, 51.08it/s]
Average Loss = 286.01:  26%|██▌       | 6421/25000 [02:02<05:53, 52.52it/s]
Average Loss = 286.01:  26%|██▌       | 6427/25000 [02:03<05:46, 53.58it/s]
Average Loss = 285.43:  26%|██▌       | 6427/25000 [02:03<05:46, 53.58it/s]
Average Loss = 285.43:  26%|██▌       | 6427/25000 [02:03<05:46, 53.58it/s]
Average Loss = 285.43:  26%|██▌       | 6433/25000 [02:03<05:41, 54.29it/s]
Average Loss = 285.43:  26%|██▌       | 6439/25000 [02:03<05:38, 54.88it/s]
Average Loss = 284.8:  26%|██▌       | 6439/25000 [02:03<05:38, 54.88it/s] 
Average Loss = 284.8:  26%|██▌       | 6439/25000 [02:03<05:38, 54.88it/s]
Average Loss = 284.8:  26%|██▌       | 6445/25000 [02:03<05:36, 55.18it/s]
Average Loss = 284.45:  26%|██▌       | 6445/25000 [02:03<05:36, 55.18it/s]
Average Loss = 284.45:  26%|██▌       | 6445/25000 [02:03<05:36, 55.18it/s]
Average Loss = 284.45:  26%|██▌       | 6451/25000 [02:03<05:39, 54.65it/s]
Average Loss = 284.45:  26%|██▌       | 6457/25000 [02:03<05:36, 55.13it/s]
Average Loss = 284.04:  26%|██▌       | 6457/25000 [02:03<05:36, 55.13it/s]
Average Loss = 284.04:  26%|██▌       | 6457/25000 [02:03<05:36, 55.13it/s]
Average Loss = 284.04:  26%|██▌       | 6463/25000 [02:03<05:34, 55.37it/s]
Average Loss = 284.04:  26%|██▌       | 6469/25000 [02:03<05:32, 55.67it/s]
Average Loss = 283.94:  26%|██▌       | 6469/25000 [02:03<05:32, 55.67it/s]
Average Loss = 283.94:  26%|██▌       | 6469/25000 [02:03<05:32, 55.67it/s]
Average Loss = 283.94:  26%|██▌       | 6475/25000 [02:03<05:32, 55.73it/s]
Average Loss = 283.84:  26%|██▌       | 6475/25000 [02:04<05:32, 55.73it/s]
Average Loss = 283.84:  26%|██▌       | 6475/25000 [02:04<05:32, 55.73it/s]
Average Loss = 283.84:  26%|██▌       | 6481/25000 [02:04<05:31, 55.80it/s]
Average Loss = 283.84:  26%|██▌       | 6487/25000 [02:04<05:31, 55.92it/s]
Average Loss = 283.43:  26%|██▌       | 6487/25000 [02:04<05:31, 55.92it/s]
Average Loss = 283.43:  26%|██▌       | 6487/25000 [02:04<05:31, 55.92it/s]
Average Loss = 283.43:  26%|██▌       | 6493/25000 [02:04<05:31, 55.79it/s]
Average Loss = 283.43:  26%|██▌       | 6499/25000 [02:04<05:30, 55.95it/s]
Average Loss = 282.76:  26%|██▌       | 6499/25000 [02:04<05:30, 55.95it/s]
Average Loss = 282.76:  26%|██▌       | 6499/25000 [02:04<05:30, 55.95it/s]
Average Loss = 282.76:  26%|██▌       | 6505/25000 [02:04<05:35, 55.20it/s]
Average Loss = 282.57:  26%|██▌       | 6505/25000 [02:04<05:35, 55.20it/s]
Average Loss = 282.57:  26%|██▌       | 6505/25000 [02:04<05:35, 55.20it/s]
Average Loss = 282.57:  26%|██▌       | 6511/25000 [02:04<05:33, 55.45it/s]
Average Loss = 282.57:  26%|██▌       | 6517/25000 [02:04<05:39, 54.45it/s]
Average Loss = 282.02:  26%|██▌       | 6517/25000 [02:04<05:39, 54.45it/s]
Average Loss = 282.02:  26%|██▌       | 6517/25000 [02:04<05:39, 54.45it/s]
Average Loss = 282.02:  26%|██▌       | 6523/25000 [02:04<06:30, 47.31it/s]
Average Loss = 282.02:  26%|██▌       | 6529/25000 [02:04<06:12, 49.60it/s]
Average Loss = 282.03:  26%|██▌       | 6529/25000 [02:04<06:12, 49.60it/s]
Average Loss = 282.03:  26%|██▌       | 6529/25000 [02:04<06:12, 49.60it/s]
Average Loss = 282.03:  26%|██▌       | 6535/25000 [02:05<09:53, 31.10it/s]
Average Loss = 282.03:  26%|██▌       | 6540/25000 [02:05<11:46, 26.14it/s]
Average Loss = 281.77:  26%|██▌       | 6540/25000 [02:05<11:46, 26.14it/s]
Average Loss = 281.77:  26%|██▌       | 6540/25000 [02:05<11:46, 26.14it/s]
Average Loss = 281.77:  26%|██▌       | 6544/25000 [02:05<11:15, 27.31it/s]
Average Loss = 281.77:  26%|██▌       | 6548/25000 [02:05<11:12, 27.42it/s]
Average Loss = 281.05:  26%|██▌       | 6548/25000 [02:05<11:12, 27.42it/s]
Average Loss = 281.05:  26%|██▌       | 6548/25000 [02:05<11:12, 27.42it/s]
Average Loss = 281.05:  26%|██▌       | 6552/25000 [02:06<12:04, 25.47it/s]
Average Loss = 281.05:  26%|██▌       | 6557/25000 [02:06<10:46, 28.52it/s]
Average Loss = 280.56:  26%|██▌       | 6557/25000 [02:06<10:46, 28.52it/s]
Average Loss = 280.56:  26%|██▌       | 6557/25000 [02:06<10:46, 28.52it/s]
Average Loss = 280.56:  26%|██▌       | 6561/25000 [02:06<10:08, 30.29it/s]
Average Loss = 280.56:  26%|██▋       | 6565/25000 [02:06<09:25, 32.58it/s]
Average Loss = 280.56:  26%|██▋       | 6569/25000 [02:06<09:47, 31.39it/s]
Average Loss = 280.2:  26%|██▋       | 6569/25000 [02:06<09:47, 31.39it/s] 
Average Loss = 280.2:  26%|██▋       | 6569/25000 [02:06<09:47, 31.39it/s]
Average Loss = 280.2:  26%|██▋       | 6573/25000 [02:06<12:24, 24.76it/s]
Average Loss = 280.2:  26%|██▋       | 6580/25000 [02:06<10:03, 30.52it/s]
Average Loss = 280.09:  26%|██▋       | 6580/25000 [02:06<10:03, 30.52it/s]
Average Loss = 280.09:  26%|██▋       | 6580/25000 [02:06<10:03, 30.52it/s]
Average Loss = 280.09:  26%|██▋       | 6585/25000 [02:06<09:08, 33.58it/s]
Average Loss = 279.66:  26%|██▋       | 6585/25000 [02:07<09:08, 33.58it/s]
Average Loss = 279.66:  26%|██▋       | 6585/25000 [02:07<09:08, 33.58it/s]
Average Loss = 279.66:  26%|██▋       | 6593/25000 [02:07<07:39, 40.09it/s]
Average Loss = 279.66:  26%|██▋       | 6599/25000 [02:07<07:06, 43.10it/s]
Average Loss = 279.33:  26%|██▋       | 6599/25000 [02:07<07:06, 43.10it/s]
Average Loss = 279.33:  26%|██▋       | 6599/25000 [02:07<07:06, 43.10it/s]
Average Loss = 279.33:  26%|██▋       | 6605/25000 [02:07<06:38, 46.13it/s]
Average Loss = 278.94:  26%|██▋       | 6605/25000 [02:07<06:38, 46.13it/s]
Average Loss = 278.94:  26%|██▋       | 6605/25000 [02:07<06:38, 46.13it/s]
Average Loss = 278.94:  26%|██▋       | 6611/25000 [02:07<06:23, 47.97it/s]
Average Loss = 278.94:  26%|██▋       | 6617/25000 [02:07<06:08, 49.85it/s]
Average Loss = 278.53:  26%|██▋       | 6617/25000 [02:07<06:08, 49.85it/s]
Average Loss = 278.53:  26%|██▋       | 6617/25000 [02:07<06:08, 49.85it/s]
Average Loss = 278.53:  26%|██▋       | 6623/25000 [02:07<06:01, 50.77it/s]
Average Loss = 278.53:  27%|██▋       | 6629/25000 [02:07<05:53, 51.93it/s]
Average Loss = 278.62:  27%|██▋       | 6629/25000 [02:07<05:53, 51.93it/s]
Average Loss = 278.62:  27%|██▋       | 6629/25000 [02:07<05:53, 51.93it/s]
Average Loss = 278.62:  27%|██▋       | 6635/25000 [02:07<05:47, 52.87it/s]
Average Loss = 278.18:  27%|██▋       | 6635/25000 [02:07<05:47, 52.87it/s]
Average Loss = 278.18:  27%|██▋       | 6635/25000 [02:07<05:47, 52.87it/s]
Average Loss = 278.18:  27%|██▋       | 6641/25000 [02:07<05:48, 52.66it/s]
Average Loss = 278.18:  27%|██▋       | 6647/25000 [02:08<05:45, 53.13it/s]
Average Loss = 278.05:  27%|██▋       | 6647/25000 [02:08<05:45, 53.13it/s]
Average Loss = 278.05:  27%|██▋       | 6647/25000 [02:08<05:45, 53.13it/s]
Average Loss = 278.05:  27%|██▋       | 6653/25000 [02:08<05:45, 53.04it/s]
Average Loss = 278.05:  27%|██▋       | 6659/25000 [02:08<05:42, 53.52it/s]
Average Loss = 277.57:  27%|██▋       | 6659/25000 [02:08<05:42, 53.52it/s]
Average Loss = 277.57:  27%|██▋       | 6659/25000 [02:08<05:42, 53.52it/s]
Average Loss = 277.57:  27%|██▋       | 6665/25000 [02:08<06:01, 50.66it/s]
Average Loss = 277.58:  27%|██▋       | 6665/25000 [02:08<06:01, 50.66it/s]
Average Loss = 277.58:  27%|██▋       | 6665/25000 [02:08<06:01, 50.66it/s]
Average Loss = 277.58:  27%|██▋       | 6671/25000 [02:08<06:15, 48.79it/s]
Average Loss = 277.58:  27%|██▋       | 6676/25000 [02:08<06:43, 45.45it/s]
Average Loss = 277.11:  27%|██▋       | 6676/25000 [02:08<06:43, 45.45it/s]
Average Loss = 277.11:  27%|██▋       | 6676/25000 [02:08<06:43, 45.45it/s]
Average Loss = 277.11:  27%|██▋       | 6681/25000 [02:08<06:40, 45.79it/s]
Average Loss = 277.11:  27%|██▋       | 6686/25000 [02:08<06:47, 44.97it/s]
Average Loss = 277.02:  27%|██▋       | 6686/25000 [02:09<06:47, 44.97it/s]
Average Loss = 277.02:  27%|██▋       | 6686/25000 [02:09<06:47, 44.97it/s]
Average Loss = 277.02:  27%|██▋       | 6691/25000 [02:09<07:42, 39.56it/s]
Average Loss = 277.02:  27%|██▋       | 6696/25000 [02:09<07:50, 38.86it/s]
Average Loss = 276.18:  27%|██▋       | 6696/25000 [02:09<07:50, 38.86it/s]
Average Loss = 276.18:  27%|██▋       | 6696/25000 [02:09<07:50, 38.86it/s]
Average Loss = 276.18:  27%|██▋       | 6701/25000 [02:09<07:22, 41.38it/s]
Average Loss = 276.18:  27%|██▋       | 6706/25000 [02:09<07:00, 43.55it/s]
Average Loss = 275.8:  27%|██▋       | 6706/25000 [02:09<07:00, 43.55it/s] 
Average Loss = 275.8:  27%|██▋       | 6706/25000 [02:09<07:00, 43.55it/s]
Average Loss = 275.8:  27%|██▋       | 6711/25000 [02:09<06:45, 45.06it/s]
Average Loss = 275.8:  27%|██▋       | 6716/25000 [02:09<06:35, 46.21it/s]
Average Loss = 275.65:  27%|██▋       | 6716/25000 [02:09<06:35, 46.21it/s]
Average Loss = 275.65:  27%|██▋       | 6716/25000 [02:09<06:35, 46.21it/s]
Average Loss = 275.65:  27%|██▋       | 6722/25000 [02:09<06:26, 47.27it/s]
Average Loss = 275.65:  27%|██▋       | 6727/25000 [02:09<06:20, 48.03it/s]
Average Loss = 275.31:  27%|██▋       | 6727/25000 [02:09<06:20, 48.03it/s]
Average Loss = 275.31:  27%|██▋       | 6727/25000 [02:09<06:20, 48.03it/s]
Average Loss = 275.31:  27%|██▋       | 6733/25000 [02:09<06:07, 49.77it/s]
Average Loss = 275.31:  27%|██▋       | 6739/25000 [02:10<05:54, 51.51it/s]
Average Loss = 274.73:  27%|██▋       | 6739/25000 [02:10<05:54, 51.51it/s]
Average Loss = 274.73:  27%|██▋       | 6739/25000 [02:10<05:54, 51.51it/s]
Average Loss = 274.73:  27%|██▋       | 6745/25000 [02:10<05:46, 52.66it/s]
Average Loss = 274.23:  27%|██▋       | 6745/25000 [02:10<05:46, 52.66it/s]
Average Loss = 274.23:  27%|██▋       | 6745/25000 [02:10<05:46, 52.66it/s]
Average Loss = 274.23:  27%|██▋       | 6751/25000 [02:10<05:50, 52.11it/s]
Average Loss = 274.23:  27%|██▋       | 6757/25000 [02:10<06:03, 50.19it/s]
Average Loss = 273.7:  27%|██▋       | 6757/25000 [02:10<06:03, 50.19it/s] 
Average Loss = 273.7:  27%|██▋       | 6757/25000 [02:10<06:03, 50.19it/s]
Average Loss = 273.7:  27%|██▋       | 6763/25000 [02:10<06:39, 45.63it/s]
Average Loss = 273.7:  27%|██▋       | 6768/25000 [02:10<06:54, 43.96it/s]
Average Loss = 273.34:  27%|██▋       | 6768/25000 [02:10<06:54, 43.96it/s]
Average Loss = 273.34:  27%|██▋       | 6768/25000 [02:10<06:54, 43.96it/s]
Average Loss = 273.34:  27%|██▋       | 6773/25000 [02:10<06:40, 45.53it/s]
Average Loss = 273.34:  27%|██▋       | 6778/25000 [02:10<06:52, 44.17it/s]
Average Loss = 273.36:  27%|██▋       | 6778/25000 [02:10<06:52, 44.17it/s]
Average Loss = 273.36:  27%|██▋       | 6778/25000 [02:10<06:52, 44.17it/s]
Average Loss = 273.36:  27%|██▋       | 6783/25000 [02:11<06:43, 45.19it/s]
Average Loss = 273.36:  27%|██▋       | 6788/25000 [02:11<06:33, 46.24it/s]
Average Loss = 273.11:  27%|██▋       | 6788/25000 [02:11<06:33, 46.24it/s]
Average Loss = 273.11:  27%|██▋       | 6788/25000 [02:11<06:33, 46.24it/s]
Average Loss = 273.11:  27%|██▋       | 6794/25000 [02:11<06:20, 47.82it/s]
Average Loss = 273.11:  27%|██▋       | 6799/25000 [02:11<06:17, 48.22it/s]
Average Loss = 272.77:  27%|██▋       | 6799/25000 [02:11<06:17, 48.22it/s]
Average Loss = 272.77:  27%|██▋       | 6799/25000 [02:11<06:17, 48.22it/s]
Average Loss = 272.77:  27%|██▋       | 6804/25000 [02:11<06:22, 47.56it/s]
Average Loss = 272.77:  27%|██▋       | 6810/25000 [02:11<06:04, 49.87it/s]
Average Loss = 272.99:  27%|██▋       | 6810/25000 [02:11<06:04, 49.87it/s]
Average Loss = 272.99:  27%|██▋       | 6810/25000 [02:11<06:04, 49.87it/s]
Average Loss = 272.99:  27%|██▋       | 6816/25000 [02:11<05:53, 51.43it/s]
Average Loss = 272.91:  27%|██▋       | 6816/25000 [02:11<05:53, 51.43it/s]
Average Loss = 272.91:  27%|██▋       | 6816/25000 [02:11<05:53, 51.43it/s]
Average Loss = 272.91:  27%|██▋       | 6822/25000 [02:11<05:44, 52.71it/s]
Average Loss = 272.91:  27%|██▋       | 6828/25000 [02:11<05:38, 53.68it/s]
Average Loss = 272.48:  27%|██▋       | 6828/25000 [02:11<05:38, 53.68it/s]
Average Loss = 272.48:  27%|██▋       | 6828/25000 [02:11<05:38, 53.68it/s]
Average Loss = 272.48:  27%|██▋       | 6834/25000 [02:11<05:34, 54.24it/s]
Average Loss = 272.48:  27%|██▋       | 6840/25000 [02:12<05:30, 54.90it/s]
Average Loss = 272.18:  27%|██▋       | 6840/25000 [02:12<05:30, 54.90it/s]
Average Loss = 272.18:  27%|██▋       | 6840/25000 [02:12<05:30, 54.90it/s]
Average Loss = 272.18:  27%|██▋       | 6846/25000 [02:12<05:29, 55.14it/s]
Average Loss = 271.78:  27%|██▋       | 6846/25000 [02:12<05:29, 55.14it/s]
Average Loss = 271.78:  27%|██▋       | 6846/25000 [02:12<05:29, 55.14it/s]
Average Loss = 271.78:  27%|██▋       | 6852/25000 [02:12<05:28, 55.25it/s]
Average Loss = 271.78:  27%|██▋       | 6858/25000 [02:12<05:26, 55.52it/s]
Average Loss = 271.56:  27%|██▋       | 6858/25000 [02:12<05:26, 55.52it/s]
Average Loss = 271.56:  27%|██▋       | 6858/25000 [02:12<05:26, 55.52it/s]
Average Loss = 271.56:  27%|██▋       | 6864/25000 [02:12<05:26, 55.58it/s]
Average Loss = 271.56:  27%|██▋       | 6870/25000 [02:12<05:25, 55.78it/s]
Average Loss = 271.22:  27%|██▋       | 6870/25000 [02:12<05:25, 55.78it/s]
Average Loss = 271.22:  27%|██▋       | 6870/25000 [02:12<05:25, 55.78it/s]
Average Loss = 271.22:  28%|██▊       | 6876/25000 [02:12<05:24, 55.83it/s]
Average Loss = 270.94:  28%|██▊       | 6876/25000 [02:12<05:24, 55.83it/s]
Average Loss = 270.94:  28%|██▊       | 6876/25000 [02:12<05:24, 55.83it/s]
Average Loss = 270.94:  28%|██▊       | 6882/25000 [02:12<05:24, 55.78it/s]
Average Loss = 270.94:  28%|██▊       | 6888/25000 [02:12<05:24, 55.90it/s]
Average Loss = 270.62:  28%|██▊       | 6888/25000 [02:13<05:24, 55.90it/s]
Average Loss = 270.62:  28%|██▊       | 6888/25000 [02:13<05:24, 55.90it/s]
Average Loss = 270.62:  28%|██▊       | 6894/25000 [02:13<05:24, 55.86it/s]
Average Loss = 270.62:  28%|██▊       | 6900/25000 [02:13<05:23, 55.94it/s]
Average Loss = 270.33:  28%|██▊       | 6900/25000 [02:13<05:23, 55.94it/s]
Average Loss = 270.33:  28%|██▊       | 6900/25000 [02:13<05:23, 55.94it/s]
Average Loss = 270.33:  28%|██▊       | 6906/25000 [02:13<05:27, 55.17it/s]
Average Loss = 269.82:  28%|██▊       | 6906/25000 [02:13<05:27, 55.17it/s]
Average Loss = 269.82:  28%|██▊       | 6906/25000 [02:13<05:27, 55.17it/s]
Average Loss = 269.82:  28%|██▊       | 6912/25000 [02:13<05:26, 55.37it/s]
Average Loss = 269.82:  28%|██▊       | 6918/25000 [02:13<05:29, 54.92it/s]
Average Loss = 269.32:  28%|██▊       | 6918/25000 [02:13<05:29, 54.92it/s]
Average Loss = 269.32:  28%|██▊       | 6918/25000 [02:13<05:29, 54.92it/s]
Average Loss = 269.32:  28%|██▊       | 6924/25000 [02:13<05:35, 53.81it/s]
Average Loss = 269.32:  28%|██▊       | 6930/25000 [02:13<05:42, 52.83it/s]
Average Loss = 269.11:  28%|██▊       | 6930/25000 [02:13<05:42, 52.83it/s]
Average Loss = 269.11:  28%|██▊       | 6930/25000 [02:13<05:42, 52.83it/s]
Average Loss = 269.11:  28%|██▊       | 6936/25000 [02:13<05:49, 51.74it/s]
Average Loss = 269.18:  28%|██▊       | 6936/25000 [02:13<05:49, 51.74it/s]
Average Loss = 269.18:  28%|██▊       | 6936/25000 [02:13<05:49, 51.74it/s]
Average Loss = 269.18:  28%|██▊       | 6942/25000 [02:13<05:48, 51.83it/s]
Average Loss = 269.18:  28%|██▊       | 6948/25000 [02:14<05:55, 50.78it/s]
Average Loss = 268.58:  28%|██▊       | 6948/25000 [02:14<05:55, 50.78it/s]
Average Loss = 268.58:  28%|██▊       | 6948/25000 [02:14<05:55, 50.78it/s]
Average Loss = 268.58:  28%|██▊       | 6954/25000 [02:14<05:59, 50.21it/s]
Average Loss = 268.58:  28%|██▊       | 6960/25000 [02:14<05:59, 50.23it/s]
Average Loss = 268.65:  28%|██▊       | 6960/25000 [02:14<05:59, 50.23it/s]
Average Loss = 268.65:  28%|██▊       | 6960/25000 [02:14<05:59, 50.23it/s]
Average Loss = 268.65:  28%|██▊       | 6966/25000 [02:14<06:14, 48.17it/s]
Average Loss = 268.49:  28%|██▊       | 6966/25000 [02:14<06:14, 48.17it/s]
Average Loss = 268.49:  28%|██▊       | 6966/25000 [02:14<06:14, 48.17it/s]
Average Loss = 268.49:  28%|██▊       | 6971/25000 [02:14<06:28, 46.38it/s]
Average Loss = 268.49:  28%|██▊       | 6976/25000 [02:14<06:32, 45.91it/s]
Average Loss = 268.4:  28%|██▊       | 6976/25000 [02:14<06:32, 45.91it/s] 
Average Loss = 268.4:  28%|██▊       | 6976/25000 [02:14<06:32, 45.91it/s]
Average Loss = 268.4:  28%|██▊       | 6981/25000 [02:14<06:26, 46.60it/s]
Average Loss = 268.4:  28%|██▊       | 6986/25000 [02:14<07:05, 42.37it/s]
Average Loss = 268.32:  28%|██▊       | 6986/25000 [02:15<07:05, 42.37it/s]
Average Loss = 268.32:  28%|██▊       | 6986/25000 [02:15<07:05, 42.37it/s]
Average Loss = 268.32:  28%|██▊       | 6991/25000 [02:15<07:09, 41.92it/s]
Average Loss = 268.32:  28%|██▊       | 6996/25000 [02:15<07:26, 40.34it/s]
Average Loss = 267.89:  28%|██▊       | 6996/25000 [02:15<07:26, 40.34it/s]
Average Loss = 267.89:  28%|██▊       | 6996/25000 [02:15<07:26, 40.34it/s]
Average Loss = 267.89:  28%|██▊       | 7002/25000 [02:15<06:55, 43.29it/s]
Average Loss = 267.89:  28%|██▊       | 7008/25000 [02:15<06:27, 46.48it/s]
Average Loss = 267.29:  28%|██▊       | 7008/25000 [02:15<06:27, 46.48it/s]
Average Loss = 267.29:  28%|██▊       | 7008/25000 [02:15<06:27, 46.48it/s]
Average Loss = 267.29:  28%|██▊       | 7013/25000 [02:15<06:50, 43.84it/s]
Average Loss = 267.29:  28%|██▊       | 7019/25000 [02:15<06:22, 47.02it/s]
Average Loss = 266.75:  28%|██▊       | 7019/25000 [02:15<06:22, 47.02it/s]
Average Loss = 266.75:  28%|██▊       | 7019/25000 [02:15<06:22, 47.02it/s]
Average Loss = 266.75:  28%|██▊       | 7025/25000 [02:15<06:04, 49.30it/s]
Average Loss = 266.2:  28%|██▊       | 7025/25000 [02:15<06:04, 49.30it/s] 
Average Loss = 266.2:  28%|██▊       | 7025/25000 [02:15<06:04, 49.30it/s]
Average Loss = 266.2:  28%|██▊       | 7031/25000 [02:15<05:51, 51.07it/s]
Average Loss = 266.2:  28%|██▊       | 7037/25000 [02:15<05:42, 52.44it/s]
Average Loss = 266.04:  28%|██▊       | 7037/25000 [02:16<05:42, 52.44it/s]
Average Loss = 266.04:  28%|██▊       | 7037/25000 [02:16<05:42, 52.44it/s]
Average Loss = 266.04:  28%|██▊       | 7043/25000 [02:16<05:36, 53.29it/s]
Average Loss = 266.04:  28%|██▊       | 7049/25000 [02:16<05:32, 54.03it/s]
Average Loss = 265.59:  28%|██▊       | 7049/25000 [02:16<05:32, 54.03it/s]
Average Loss = 265.59:  28%|██▊       | 7049/25000 [02:16<05:32, 54.03it/s]
Average Loss = 265.59:  28%|██▊       | 7055/25000 [02:16<05:29, 54.46it/s]
Average Loss = 265.24:  28%|██▊       | 7055/25000 [02:16<05:29, 54.46it/s]
Average Loss = 265.24:  28%|██▊       | 7055/25000 [02:16<05:29, 54.46it/s]
Average Loss = 265.24:  28%|██▊       | 7061/25000 [02:16<05:27, 54.82it/s]
Average Loss = 265.24:  28%|██▊       | 7067/25000 [02:16<05:25, 55.11it/s]
Average Loss = 265.02:  28%|██▊       | 7067/25000 [02:16<05:25, 55.11it/s]
Average Loss = 265.02:  28%|██▊       | 7067/25000 [02:16<05:25, 55.11it/s]
Average Loss = 265.02:  28%|██▊       | 7073/25000 [02:16<05:24, 55.23it/s]
Average Loss = 265.02:  28%|██▊       | 7079/25000 [02:16<05:24, 55.29it/s]
Average Loss = 264.74:  28%|██▊       | 7079/25000 [02:16<05:24, 55.29it/s]
Average Loss = 264.74:  28%|██▊       | 7079/25000 [02:16<05:24, 55.29it/s]
Average Loss = 264.74:  28%|██▊       | 7085/25000 [02:16<05:34, 53.51it/s]
Average Loss = 264.52:  28%|██▊       | 7085/25000 [02:16<05:34, 53.51it/s]
Average Loss = 264.52:  28%|██▊       | 7085/25000 [02:16<05:34, 53.51it/s]
Average Loss = 264.52:  28%|██▊       | 7091/25000 [02:16<05:31, 54.05it/s]
Average Loss = 264.52:  28%|██▊       | 7097/25000 [02:17<05:28, 54.56it/s]
Average Loss = 264.04:  28%|██▊       | 7097/25000 [02:17<05:28, 54.56it/s]
Average Loss = 264.04:  28%|██▊       | 7097/25000 [02:17<05:28, 54.56it/s]
Average Loss = 264.04:  28%|██▊       | 7103/25000 [02:17<05:26, 54.84it/s]
Average Loss = 264.04:  28%|██▊       | 7109/25000 [02:17<05:24, 55.18it/s]
Average Loss = 263.82:  28%|██▊       | 7109/25000 [02:17<05:24, 55.18it/s]
Average Loss = 263.82:  28%|██▊       | 7109/25000 [02:17<05:24, 55.18it/s]
Average Loss = 263.82:  28%|██▊       | 7115/25000 [02:17<05:23, 55.31it/s]
Average Loss = 263.45:  28%|██▊       | 7115/25000 [02:17<05:23, 55.31it/s]
Average Loss = 263.45:  28%|██▊       | 7115/25000 [02:17<05:23, 55.31it/s]
Average Loss = 263.45:  28%|██▊       | 7121/25000 [02:17<05:23, 55.32it/s]
Average Loss = 263.45:  29%|██▊       | 7127/25000 [02:17<05:22, 55.43it/s]
Average Loss = 262.37:  29%|██▊       | 7127/25000 [02:17<05:22, 55.43it/s]
Average Loss = 262.37:  29%|██▊       | 7127/25000 [02:17<05:22, 55.43it/s]
Average Loss = 262.37:  29%|██▊       | 7133/25000 [02:17<05:22, 55.48it/s]
Average Loss = 262.37:  29%|██▊       | 7139/25000 [02:17<05:21, 55.51it/s]
Average Loss = 261.9:  29%|██▊       | 7139/25000 [02:17<05:21, 55.51it/s] 
Average Loss = 261.9:  29%|██▊       | 7139/25000 [02:17<05:21, 55.51it/s]
Average Loss = 261.9:  29%|██▊       | 7145/25000 [02:17<05:21, 55.52it/s]
Average Loss = 261.36:  29%|██▊       | 7145/25000 [02:18<05:21, 55.52it/s]
Average Loss = 261.36:  29%|██▊       | 7145/25000 [02:18<05:21, 55.52it/s]
Average Loss = 261.36:  29%|██▊       | 7151/25000 [02:18<05:21, 55.51it/s]
Average Loss = 261.36:  29%|██▊       | 7157/25000 [02:18<05:21, 55.58it/s]
Average Loss = 260.79:  29%|██▊       | 7157/25000 [02:18<05:21, 55.58it/s]
Average Loss = 260.79:  29%|██▊       | 7157/25000 [02:18<05:21, 55.58it/s]
Average Loss = 260.79:  29%|██▊       | 7163/25000 [02:18<05:21, 55.39it/s]
Average Loss = 260.79:  29%|██▊       | 7169/25000 [02:18<05:29, 54.17it/s]
Average Loss = 260.5:  29%|██▊       | 7169/25000 [02:18<05:29, 54.17it/s] 
Average Loss = 260.5:  29%|██▊       | 7169/25000 [02:18<05:29, 54.17it/s]
Average Loss = 260.5:  29%|██▊       | 7175/25000 [02:18<05:30, 53.88it/s]
Average Loss = 259.97:  29%|██▊       | 7175/25000 [02:18<05:30, 53.88it/s]
Average Loss = 259.97:  29%|██▊       | 7175/25000 [02:18<05:30, 53.88it/s]
Average Loss = 259.97:  29%|██▊       | 7181/25000 [02:18<05:28, 54.23it/s]
Average Loss = 259.97:  29%|██▊       | 7187/25000 [02:18<05:25, 54.76it/s]
Average Loss = 259.32:  29%|██▊       | 7187/25000 [02:18<05:25, 54.76it/s]
Average Loss = 259.32:  29%|██▊       | 7187/25000 [02:18<05:25, 54.76it/s]
Average Loss = 259.32:  29%|██▉       | 7193/25000 [02:18<05:24, 54.94it/s]
Average Loss = 259.32:  29%|██▉       | 7199/25000 [02:18<05:22, 55.22it/s]
Average Loss = 259.03:  29%|██▉       | 7199/25000 [02:18<05:22, 55.22it/s]
Average Loss = 259.03:  29%|██▉       | 7199/25000 [02:18<05:22, 55.22it/s]
Average Loss = 259.03:  29%|██▉       | 7205/25000 [02:19<05:25, 54.70it/s]
Average Loss = 258.43:  29%|██▉       | 7205/25000 [02:19<05:25, 54.70it/s]
Average Loss = 258.43:  29%|██▉       | 7205/25000 [02:19<05:25, 54.70it/s]
Average Loss = 258.43:  29%|██▉       | 7211/25000 [02:19<05:25, 54.65it/s]
Average Loss = 258.43:  29%|██▉       | 7217/25000 [02:19<05:23, 55.02it/s]
Average Loss = 258.11:  29%|██▉       | 7217/25000 [02:19<05:23, 55.02it/s]
Average Loss = 258.11:  29%|██▉       | 7217/25000 [02:19<05:23, 55.02it/s]
Average Loss = 258.11:  29%|██▉       | 7223/25000 [02:19<05:22, 55.08it/s]
Average Loss = 258.11:  29%|██▉       | 7229/25000 [02:19<05:21, 55.24it/s]
Average Loss = 257.86:  29%|██▉       | 7229/25000 [02:19<05:21, 55.24it/s]
Average Loss = 257.86:  29%|██▉       | 7229/25000 [02:19<05:21, 55.24it/s]
Average Loss = 257.86:  29%|██▉       | 7235/25000 [02:19<05:21, 55.34it/s]
Average Loss = 257.54:  29%|██▉       | 7235/25000 [02:19<05:21, 55.34it/s]
Average Loss = 257.54:  29%|██▉       | 7235/25000 [02:19<05:21, 55.34it/s]
Average Loss = 257.54:  29%|██▉       | 7241/25000 [02:19<05:20, 55.46it/s]
Average Loss = 257.54:  29%|██▉       | 7247/25000 [02:19<05:19, 55.48it/s]
Average Loss = 257.64:  29%|██▉       | 7247/25000 [02:19<05:19, 55.48it/s]
Average Loss = 257.64:  29%|██▉       | 7247/25000 [02:19<05:19, 55.48it/s]
Average Loss = 257.64:  29%|██▉       | 7253/25000 [02:19<05:20, 55.44it/s]
Average Loss = 257.64:  29%|██▉       | 7259/25000 [02:20<05:19, 55.50it/s]
Average Loss = 256.93:  29%|██▉       | 7259/25000 [02:20<05:19, 55.50it/s]
Average Loss = 256.93:  29%|██▉       | 7259/25000 [02:20<05:19, 55.50it/s]
Average Loss = 256.93:  29%|██▉       | 7265/25000 [02:20<05:20, 55.41it/s]
Average Loss = 256.42:  29%|██▉       | 7265/25000 [02:20<05:20, 55.41it/s]
Average Loss = 256.42:  29%|██▉       | 7265/25000 [02:20<05:20, 55.41it/s]
Average Loss = 256.42:  29%|██▉       | 7271/25000 [02:20<05:20, 55.39it/s]
Average Loss = 256.42:  29%|██▉       | 7277/25000 [02:20<05:19, 55.48it/s]
Average Loss = 256.18:  29%|██▉       | 7277/25000 [02:20<05:19, 55.48it/s]
Average Loss = 256.18:  29%|██▉       | 7277/25000 [02:20<05:19, 55.48it/s]
Average Loss = 256.18:  29%|██▉       | 7283/25000 [02:20<05:19, 55.39it/s]
Average Loss = 256.18:  29%|██▉       | 7289/25000 [02:20<05:19, 55.41it/s]
Average Loss = 255.28:  29%|██▉       | 7289/25000 [02:20<05:19, 55.41it/s]
Average Loss = 255.28:  29%|██▉       | 7289/25000 [02:20<05:19, 55.41it/s]
Average Loss = 255.28:  29%|██▉       | 7295/25000 [02:20<05:19, 55.37it/s]
Average Loss = 254.87:  29%|██▉       | 7295/25000 [02:20<05:19, 55.37it/s]
Average Loss = 254.87:  29%|██▉       | 7295/25000 [02:20<05:19, 55.37it/s]
Average Loss = 254.87:  29%|██▉       | 7301/25000 [02:20<05:19, 55.40it/s]
Average Loss = 254.87:  29%|██▉       | 7307/25000 [02:20<06:15, 47.12it/s]
Average Loss = 254.42:  29%|██▉       | 7307/25000 [02:21<06:15, 47.12it/s]
Average Loss = 254.42:  29%|██▉       | 7307/25000 [02:21<06:15, 47.12it/s]
Average Loss = 254.42:  29%|██▉       | 7312/25000 [02:21<06:28, 45.56it/s]
Average Loss = 254.42:  29%|██▉       | 7317/25000 [02:21<06:23, 46.06it/s]
Average Loss = 254.25:  29%|██▉       | 7317/25000 [02:21<06:23, 46.06it/s]
Average Loss = 254.25:  29%|██▉       | 7317/25000 [02:21<06:23, 46.06it/s]
Average Loss = 254.25:  29%|██▉       | 7322/25000 [02:21<07:14, 40.71it/s]
Average Loss = 254.25:  29%|██▉       | 7329/25000 [02:21<06:22, 46.15it/s]
Average Loss = 253.95:  29%|██▉       | 7329/25000 [02:21<06:22, 46.15it/s]
Average Loss = 253.95:  29%|██▉       | 7329/25000 [02:21<06:22, 46.15it/s]
Average Loss = 253.95:  29%|██▉       | 7335/25000 [02:21<06:27, 45.55it/s]
Average Loss = 253.95:  29%|██▉       | 7340/25000 [02:21<06:55, 42.52it/s]
Average Loss = 253.21:  29%|██▉       | 7340/25000 [02:21<06:55, 42.52it/s]
Average Loss = 253.21:  29%|██▉       | 7340/25000 [02:21<06:55, 42.52it/s]
Average Loss = 253.21:  29%|██▉       | 7345/25000 [02:21<07:15, 40.56it/s]
Average Loss = 253.21:  29%|██▉       | 7350/25000 [02:21<07:11, 40.91it/s]
Average Loss = 252.92:  29%|██▉       | 7350/25000 [02:21<07:11, 40.91it/s]
Average Loss = 252.92:  29%|██▉       | 7350/25000 [02:21<07:11, 40.91it/s]
Average Loss = 252.92:  29%|██▉       | 7357/25000 [02:22<06:20, 46.32it/s]
Average Loss = 252.6:  29%|██▉       | 7357/25000 [02:22<06:20, 46.32it/s] 
Average Loss = 252.6:  29%|██▉       | 7357/25000 [02:22<06:20, 46.32it/s]
Average Loss = 252.6:  29%|██▉       | 7366/25000 [02:22<05:34, 52.69it/s]
Average Loss = 251.91:  29%|██▉       | 7366/25000 [02:22<05:34, 52.69it/s]
Average Loss = 251.91:  29%|██▉       | 7366/25000 [02:22<05:34, 52.69it/s]
Average Loss = 251.91:  29%|██▉       | 7372/25000 [02:22<05:39, 51.90it/s]
Average Loss = 251.91:  30%|██▉       | 7378/25000 [02:22<05:49, 50.43it/s]
Average Loss = 251.02:  30%|██▉       | 7378/25000 [02:22<05:49, 50.43it/s]
Average Loss = 251.02:  30%|██▉       | 7378/25000 [02:22<05:49, 50.43it/s]
Average Loss = 251.02:  30%|██▉       | 7384/25000 [02:22<05:40, 51.73it/s]
Average Loss = 250.68:  30%|██▉       | 7384/25000 [02:22<05:40, 51.73it/s]
Average Loss = 250.68:  30%|██▉       | 7384/25000 [02:22<05:40, 51.73it/s]
Average Loss = 250.68:  30%|██▉       | 7391/25000 [02:22<05:16, 55.62it/s]
Average Loss = 250.68:  30%|██▉       | 7397/25000 [02:22<05:16, 55.68it/s]
Average Loss = 250.39:  30%|██▉       | 7397/25000 [02:22<05:16, 55.68it/s]
Average Loss = 250.39:  30%|██▉       | 7397/25000 [02:22<05:16, 55.68it/s]
Average Loss = 250.39:  30%|██▉       | 7403/25000 [02:22<05:16, 55.67it/s]
Average Loss = 250.39:  30%|██▉       | 7409/25000 [02:22<05:15, 55.77it/s]
Average Loss = 250.21:  30%|██▉       | 7409/25000 [02:22<05:15, 55.77it/s]
Average Loss = 250.21:  30%|██▉       | 7409/25000 [02:22<05:15, 55.77it/s]
Average Loss = 250.21:  30%|██▉       | 7415/25000 [02:23<05:15, 55.72it/s]
Average Loss = 249.21:  30%|██▉       | 7415/25000 [02:23<05:15, 55.72it/s]
Average Loss = 249.21:  30%|██▉       | 7415/25000 [02:23<05:15, 55.72it/s]
Average Loss = 249.21:  30%|██▉       | 7421/25000 [02:23<05:19, 55.02it/s]
Average Loss = 249.21:  30%|██▉       | 7427/25000 [02:23<05:14, 55.95it/s]
Average Loss = 249.3:  30%|██▉       | 7427/25000 [02:23<05:14, 55.95it/s] 
Average Loss = 249.3:  30%|██▉       | 7427/25000 [02:23<05:14, 55.95it/s]
Average Loss = 249.3:  30%|██▉       | 7434/25000 [02:23<05:10, 56.64it/s]
Average Loss = 249.3:  30%|██▉       | 7440/25000 [02:23<05:51, 49.89it/s]
Average Loss = 249.21:  30%|██▉       | 7440/25000 [02:23<05:51, 49.89it/s]
Average Loss = 249.21:  30%|██▉       | 7440/25000 [02:23<05:51, 49.89it/s]
Average Loss = 249.21:  30%|██▉       | 7446/25000 [02:23<05:40, 51.57it/s]
Average Loss = 248.82:  30%|██▉       | 7446/25000 [02:23<05:40, 51.57it/s]
Average Loss = 248.82:  30%|██▉       | 7446/25000 [02:23<05:40, 51.57it/s]
Average Loss = 248.82:  30%|██▉       | 7452/25000 [02:23<05:51, 49.99it/s]
Average Loss = 248.82:  30%|██▉       | 7458/25000 [02:23<06:16, 46.59it/s]
Average Loss = 248.45:  30%|██▉       | 7458/25000 [02:24<06:16, 46.59it/s]
Average Loss = 248.45:  30%|██▉       | 7458/25000 [02:24<06:16, 46.59it/s]
Average Loss = 248.45:  30%|██▉       | 7463/25000 [02:24<06:12, 47.05it/s]
Average Loss = 248.45:  30%|██▉       | 7469/25000 [02:24<05:59, 48.82it/s]
Average Loss = 247.91:  30%|██▉       | 7469/25000 [02:24<05:59, 48.82it/s]
Average Loss = 247.91:  30%|██▉       | 7469/25000 [02:24<05:59, 48.82it/s]
Average Loss = 247.91:  30%|██▉       | 7475/25000 [02:24<05:47, 50.42it/s]
Average Loss = 247.26:  30%|██▉       | 7475/25000 [02:24<05:47, 50.42it/s]
Average Loss = 247.26:  30%|██▉       | 7475/25000 [02:24<05:47, 50.42it/s]
Average Loss = 247.26:  30%|██▉       | 7481/25000 [02:24<05:41, 51.30it/s]
Average Loss = 247.26:  30%|██▉       | 7487/25000 [02:24<05:34, 52.32it/s]
Average Loss = 246.91:  30%|██▉       | 7487/25000 [02:24<05:34, 52.32it/s]
Average Loss = 246.91:  30%|██▉       | 7487/25000 [02:24<05:34, 52.32it/s]
Average Loss = 246.91:  30%|██▉       | 7493/25000 [02:24<05:30, 52.97it/s]
Average Loss = 246.91:  30%|██▉       | 7499/25000 [02:24<05:25, 53.74it/s]
Average Loss = 246.18:  30%|██▉       | 7499/25000 [02:24<05:25, 53.74it/s]
Average Loss = 246.18:  30%|██▉       | 7499/25000 [02:24<05:25, 53.74it/s]
Average Loss = 246.18:  30%|███       | 7505/25000 [02:24<05:23, 54.13it/s]
Average Loss = 245.53:  30%|███       | 7505/25000 [02:24<05:23, 54.13it/s]
Average Loss = 245.53:  30%|███       | 7505/25000 [02:24<05:23, 54.13it/s]
Average Loss = 245.53:  30%|███       | 7511/25000 [02:24<05:20, 54.51it/s]
Average Loss = 245.53:  30%|███       | 7517/25000 [02:25<05:18, 54.81it/s]
Average Loss = 245.35:  30%|███       | 7517/25000 [02:25<05:18, 54.81it/s]
Average Loss = 245.35:  30%|███       | 7517/25000 [02:25<05:18, 54.81it/s]
Average Loss = 245.35:  30%|███       | 7523/25000 [02:25<05:18, 54.89it/s]
Average Loss = 245.35:  30%|███       | 7529/25000 [02:25<05:17, 55.05it/s]
Average Loss = 245.07:  30%|███       | 7529/25000 [02:25<05:17, 55.05it/s]
Average Loss = 245.07:  30%|███       | 7529/25000 [02:25<05:17, 55.05it/s]
Average Loss = 245.07:  30%|███       | 7535/25000 [02:25<05:16, 55.12it/s]
Average Loss = 244.25:  30%|███       | 7535/25000 [02:25<05:16, 55.12it/s]
Average Loss = 244.25:  30%|███       | 7535/25000 [02:25<05:16, 55.12it/s]
Average Loss = 244.25:  30%|███       | 7541/25000 [02:25<05:16, 55.19it/s]
Average Loss = 244.25:  30%|███       | 7547/25000 [02:25<05:31, 52.57it/s]
Average Loss = 243.95:  30%|███       | 7547/25000 [02:25<05:31, 52.57it/s]
Average Loss = 243.95:  30%|███       | 7547/25000 [02:25<05:31, 52.57it/s]
Average Loss = 243.95:  30%|███       | 7553/25000 [02:25<06:34, 44.22it/s]
Average Loss = 243.95:  30%|███       | 7558/25000 [02:25<06:41, 43.42it/s]
Average Loss = 243.51:  30%|███       | 7558/25000 [02:25<06:41, 43.42it/s]
Average Loss = 243.51:  30%|███       | 7558/25000 [02:25<06:41, 43.42it/s]
Average Loss = 243.51:  30%|███       | 7563/25000 [02:26<07:23, 39.31it/s]
Average Loss = 243.51:  30%|███       | 7568/25000 [02:26<07:33, 38.41it/s]
Average Loss = 243.59:  30%|███       | 7568/25000 [02:26<07:33, 38.41it/s]
Average Loss = 243.59:  30%|███       | 7568/25000 [02:26<07:33, 38.41it/s]
Average Loss = 243.59:  30%|███       | 7573/25000 [02:26<07:02, 41.25it/s]
Average Loss = 243.59:  30%|███       | 7579/25000 [02:26<06:33, 44.31it/s]
Average Loss = 243.27:  30%|███       | 7579/25000 [02:26<06:33, 44.31it/s]
Average Loss = 243.27:  30%|███       | 7579/25000 [02:26<06:33, 44.31it/s]
Average Loss = 243.27:  30%|███       | 7584/25000 [02:26<07:18, 39.75it/s]
Average Loss = 243.27:  30%|███       | 7589/25000 [02:26<07:24, 39.18it/s]
Average Loss = 243.07:  30%|███       | 7589/25000 [02:26<07:24, 39.18it/s]
Average Loss = 243.07:  30%|███       | 7589/25000 [02:26<07:24, 39.18it/s]
Average Loss = 243.07:  30%|███       | 7595/25000 [02:26<06:45, 42.89it/s]
Average Loss = 242.63:  30%|███       | 7595/25000 [02:26<06:45, 42.89it/s]
Average Loss = 242.63:  30%|███       | 7595/25000 [02:26<06:45, 42.89it/s]
Average Loss = 242.63:  30%|███       | 7601/25000 [02:26<06:21, 45.65it/s]
Average Loss = 242.63:  30%|███       | 7606/25000 [02:27<06:48, 42.60it/s]
Average Loss = 242.38:  30%|███       | 7606/25000 [02:27<06:48, 42.60it/s]
Average Loss = 242.38:  30%|███       | 7606/25000 [02:27<06:48, 42.60it/s]
Average Loss = 242.38:  30%|███       | 7611/25000 [02:27<07:07, 40.71it/s]
Average Loss = 242.38:  30%|███       | 7616/25000 [02:27<07:22, 39.26it/s]
Average Loss = 241.9:  30%|███       | 7616/25000 [02:27<07:22, 39.26it/s] 
Average Loss = 241.9:  30%|███       | 7616/25000 [02:27<07:22, 39.26it/s]
Average Loss = 241.9:  30%|███       | 7621/25000 [02:27<07:30, 38.55it/s]
Average Loss = 241.9:  30%|███       | 7625/25000 [02:27<07:37, 37.98it/s]
Average Loss = 241.9:  31%|███       | 7629/25000 [02:27<07:41, 37.64it/s]
Average Loss = 241.08:  31%|███       | 7629/25000 [02:27<07:41, 37.64it/s]
Average Loss = 241.08:  31%|███       | 7629/25000 [02:27<07:41, 37.64it/s]
Average Loss = 241.08:  31%|███       | 7633/25000 [02:27<07:50, 36.95it/s]
Average Loss = 241.08:  31%|███       | 7637/25000 [02:27<07:53, 36.71it/s]
Average Loss = 240.71:  31%|███       | 7637/25000 [02:28<07:53, 36.71it/s]
Average Loss = 240.71:  31%|███       | 7637/25000 [02:28<07:53, 36.71it/s]
Average Loss = 240.71:  31%|███       | 7641/25000 [02:28<07:57, 36.33it/s]
Average Loss = 240.71:  31%|███       | 7645/25000 [02:28<07:58, 36.29it/s]
Average Loss = 240.32:  31%|███       | 7645/25000 [02:28<07:58, 36.29it/s]
Average Loss = 240.32:  31%|███       | 7645/25000 [02:28<07:58, 36.29it/s]
Average Loss = 240.32:  31%|███       | 7651/25000 [02:28<07:14, 39.88it/s]
Average Loss = 240.32:  31%|███       | 7656/25000 [02:28<07:29, 38.57it/s]
Average Loss = 239.87:  31%|███       | 7656/25000 [02:28<07:29, 38.57it/s]
Average Loss = 239.87:  31%|███       | 7656/25000 [02:28<07:29, 38.57it/s]
Average Loss = 239.87:  31%|███       | 7663/25000 [02:28<06:35, 43.81it/s]
Average Loss = 239.87:  31%|███       | 7668/25000 [02:28<06:40, 43.25it/s]
Average Loss = 239.12:  31%|███       | 7668/25000 [02:28<06:40, 43.25it/s]
Average Loss = 239.12:  31%|███       | 7668/25000 [02:28<06:40, 43.25it/s]
Average Loss = 239.12:  31%|███       | 7675/25000 [02:28<06:03, 47.68it/s]
Average Loss = 238.76:  31%|███       | 7675/25000 [02:28<06:03, 47.68it/s]
Average Loss = 238.76:  31%|███       | 7675/25000 [02:28<06:03, 47.68it/s]
Average Loss = 238.76:  31%|███       | 7683/25000 [02:28<05:25, 53.18it/s]
Average Loss = 238.26:  31%|███       | 7683/25000 [02:28<05:25, 53.18it/s]
Average Loss = 238.26:  31%|███       | 7683/25000 [02:28<05:25, 53.18it/s]
Average Loss = 238.26:  31%|███       | 7693/25000 [02:28<04:43, 61.15it/s]
Average Loss = 237.76:  31%|███       | 7693/25000 [02:29<04:43, 61.15it/s]
Average Loss = 237.76:  31%|███       | 7693/25000 [02:29<04:43, 61.15it/s]
Average Loss = 237.76:  31%|███       | 7703/25000 [02:29<04:14, 68.06it/s]
Average Loss = 237.51:  31%|███       | 7703/25000 [02:29<04:14, 68.06it/s]
Average Loss = 237.51:  31%|███       | 7703/25000 [02:29<04:14, 68.06it/s]
Average Loss = 237.51:  31%|███       | 7713/25000 [02:29<03:53, 73.92it/s]
Average Loss = 237.23:  31%|███       | 7713/25000 [02:29<03:53, 73.92it/s]
Average Loss = 237.23:  31%|███       | 7713/25000 [02:29<03:53, 73.92it/s]
Average Loss = 237.23:  31%|███       | 7722/25000 [02:29<04:18, 66.94it/s]
Average Loss = 237.23:  31%|███       | 7730/25000 [02:29<05:20, 53.94it/s]
Average Loss = 237.17:  31%|███       | 7730/25000 [02:29<05:20, 53.94it/s]
Average Loss = 237.17:  31%|███       | 7730/25000 [02:29<05:20, 53.94it/s]
Average Loss = 237.17:  31%|███       | 7737/25000 [02:29<05:53, 48.82it/s]
Average Loss = 236.96:  31%|███       | 7737/25000 [02:29<05:53, 48.82it/s]
Average Loss = 236.96:  31%|███       | 7737/25000 [02:29<05:53, 48.82it/s]
Average Loss = 236.96:  31%|███       | 7743/25000 [02:29<05:41, 50.47it/s]
Average Loss = 236.96:  31%|███       | 7749/25000 [02:29<06:02, 47.56it/s]
Average Loss = 236.92:  31%|███       | 7749/25000 [02:30<06:02, 47.56it/s]
Average Loss = 236.92:  31%|███       | 7749/25000 [02:30<06:02, 47.56it/s]
Average Loss = 236.92:  31%|███       | 7755/25000 [02:30<06:31, 44.02it/s]
Average Loss = 236.92:  31%|███       | 7760/25000 [02:30<07:03, 40.71it/s]
Average Loss = 236.78:  31%|███       | 7760/25000 [02:30<07:03, 40.71it/s]
Average Loss = 236.78:  31%|███       | 7760/25000 [02:30<07:03, 40.71it/s]
Average Loss = 236.78:  31%|███       | 7766/25000 [02:30<06:37, 43.35it/s]
Average Loss = 236.58:  31%|███       | 7766/25000 [02:30<06:37, 43.35it/s]
Average Loss = 236.58:  31%|███       | 7766/25000 [02:30<06:37, 43.35it/s]
Average Loss = 236.58:  31%|███       | 7772/25000 [02:30<06:10, 46.47it/s]
Average Loss = 236.58:  31%|███       | 7778/25000 [02:30<05:54, 48.60it/s]
Average Loss = 236.01:  31%|███       | 7778/25000 [02:30<05:54, 48.60it/s]
Average Loss = 236.01:  31%|███       | 7778/25000 [02:30<05:54, 48.60it/s]
Average Loss = 236.01:  31%|███       | 7784/25000 [02:30<05:47, 49.57it/s]
Average Loss = 236.01:  31%|███       | 7790/25000 [02:30<05:42, 50.23it/s]
Average Loss = 235.78:  31%|███       | 7790/25000 [02:30<05:42, 50.23it/s]
Average Loss = 235.78:  31%|███       | 7790/25000 [02:30<05:42, 50.23it/s]
Average Loss = 235.78:  31%|███       | 7796/25000 [02:30<05:37, 51.02it/s]
Average Loss = 235.47:  31%|███       | 7796/25000 [02:31<05:37, 51.02it/s]
Average Loss = 235.47:  31%|███       | 7796/25000 [02:31<05:37, 51.02it/s]
Average Loss = 235.47:  31%|███       | 7802/25000 [02:31<05:29, 52.23it/s]
Average Loss = 235.47:  31%|███       | 7808/25000 [02:31<05:35, 51.22it/s]
Average Loss = 234.76:  31%|███       | 7808/25000 [02:31<05:35, 51.22it/s]
Average Loss = 234.76:  31%|███       | 7808/25000 [02:31<05:35, 51.22it/s]
Average Loss = 234.76:  31%|███▏      | 7814/25000 [02:31<05:29, 52.09it/s]
Average Loss = 234.76:  31%|███▏      | 7820/25000 [02:31<05:28, 52.22it/s]
Average Loss = 233.99:  31%|███▏      | 7820/25000 [02:31<05:28, 52.22it/s]
Average Loss = 233.99:  31%|███▏      | 7820/25000 [02:31<05:28, 52.22it/s]
Average Loss = 233.99:  31%|███▏      | 7826/25000 [02:31<05:32, 51.63it/s]
Average Loss = 233.67:  31%|███▏      | 7826/25000 [02:31<05:32, 51.63it/s]
Average Loss = 233.67:  31%|███▏      | 7826/25000 [02:31<05:32, 51.63it/s]
Average Loss = 233.67:  31%|███▏      | 7832/25000 [02:31<05:26, 52.54it/s]
Average Loss = 233.67:  31%|███▏      | 7838/25000 [02:31<05:23, 53.00it/s]
Average Loss = 233.42:  31%|███▏      | 7838/25000 [02:31<05:23, 53.00it/s]
Average Loss = 233.42:  31%|███▏      | 7838/25000 [02:31<05:23, 53.00it/s]
Average Loss = 233.42:  31%|███▏      | 7844/25000 [02:31<05:19, 53.65it/s]
Average Loss = 233.42:  31%|███▏      | 7850/25000 [02:31<05:15, 54.32it/s]
Average Loss = 232.96:  31%|███▏      | 7850/25000 [02:31<05:15, 54.32it/s]
Average Loss = 232.96:  31%|███▏      | 7850/25000 [02:31<05:15, 54.32it/s]
Average Loss = 232.96:  31%|███▏      | 7856/25000 [02:32<05:15, 54.38it/s]
Average Loss = 232.63:  31%|███▏      | 7856/25000 [02:32<05:15, 54.38it/s]
Average Loss = 232.63:  31%|███▏      | 7856/25000 [02:32<05:15, 54.38it/s]
Average Loss = 232.63:  31%|███▏      | 7862/25000 [02:32<05:17, 53.93it/s]
Average Loss = 232.63:  31%|███▏      | 7868/25000 [02:32<05:16, 54.14it/s]
Average Loss = 232.13:  31%|███▏      | 7868/25000 [02:32<05:16, 54.14it/s]
Average Loss = 232.13:  31%|███▏      | 7868/25000 [02:32<05:16, 54.14it/s]
Average Loss = 232.13:  31%|███▏      | 7874/25000 [02:32<05:14, 54.50it/s]
Average Loss = 232.13:  32%|███▏      | 7880/25000 [02:32<05:42, 49.99it/s]
Average Loss = 231.92:  32%|███▏      | 7880/25000 [02:32<05:42, 49.99it/s]
Average Loss = 231.92:  32%|███▏      | 7880/25000 [02:32<05:42, 49.99it/s]
Average Loss = 231.92:  32%|███▏      | 7886/25000 [02:32<06:24, 44.50it/s]
Average Loss = 231.56:  32%|███▏      | 7886/25000 [02:32<06:24, 44.50it/s]
Average Loss = 231.56:  32%|███▏      | 7886/25000 [02:32<06:24, 44.50it/s]
Average Loss = 231.56:  32%|███▏      | 7893/25000 [02:32<05:50, 48.87it/s]
Average Loss = 231.56:  32%|███▏      | 7900/25000 [02:32<05:27, 52.21it/s]
Average Loss = 231.15:  32%|███▏      | 7900/25000 [02:32<05:27, 52.21it/s]
Average Loss = 231.15:  32%|███▏      | 7900/25000 [02:32<05:27, 52.21it/s]
Average Loss = 231.15:  32%|███▏      | 7906/25000 [02:33<05:15, 54.13it/s]
Average Loss = 231.32:  32%|███▏      | 7906/25000 [02:33<05:15, 54.13it/s]
Average Loss = 231.32:  32%|███▏      | 7906/25000 [02:33<05:15, 54.13it/s]
Average Loss = 231.32:  32%|███▏      | 7913/25000 [02:33<04:57, 57.52it/s]
Average Loss = 231.1:  32%|███▏      | 7913/25000 [02:33<04:57, 57.52it/s] 
Average Loss = 231.1:  32%|███▏      | 7913/25000 [02:33<04:57, 57.52it/s]
Average Loss = 231.1:  32%|███▏      | 7922/25000 [02:33<04:26, 63.98it/s]
Average Loss = 230.73:  32%|███▏      | 7922/25000 [02:33<04:26, 63.98it/s]
Average Loss = 230.73:  32%|███▏      | 7922/25000 [02:33<04:26, 63.98it/s]
Average Loss = 230.73:  32%|███▏      | 7931/25000 [02:33<04:05, 69.57it/s]
Average Loss = 230.38:  32%|███▏      | 7931/25000 [02:33<04:05, 69.57it/s]
Average Loss = 230.38:  32%|███▏      | 7931/25000 [02:33<04:05, 69.57it/s]
Average Loss = 230.38:  32%|███▏      | 7941/25000 [02:33<03:46, 75.28it/s]
Average Loss = 230.38:  32%|███▏      | 7949/25000 [02:33<03:47, 75.09it/s]
Average Loss = 230.01:  32%|███▏      | 7949/25000 [02:33<03:47, 75.09it/s]
Average Loss = 230.01:  32%|███▏      | 7949/25000 [02:33<03:47, 75.09it/s]
Average Loss = 230.01:  32%|███▏      | 7957/25000 [02:33<04:03, 70.08it/s]
Average Loss = 229.8:  32%|███▏      | 7957/25000 [02:33<04:03, 70.08it/s] 
Average Loss = 229.8:  32%|███▏      | 7957/25000 [02:33<04:03, 70.08it/s]
Average Loss = 229.8:  32%|███▏      | 7965/25000 [02:33<04:11, 67.65it/s]
Average Loss = 229.68:  32%|███▏      | 7965/25000 [02:33<04:11, 67.65it/s]
Average Loss = 229.68:  32%|███▏      | 7965/25000 [02:33<04:11, 67.65it/s]
Average Loss = 229.68:  32%|███▏      | 7972/25000 [02:33<05:06, 55.63it/s]
Average Loss = 229.68:  32%|███▏      | 7979/25000 [02:34<05:22, 52.78it/s]
Average Loss = 229.13:  32%|███▏      | 7979/25000 [02:34<05:22, 52.78it/s]
Average Loss = 229.13:  32%|███▏      | 7979/25000 [02:34<05:22, 52.78it/s]
Average Loss = 229.13:  32%|███▏      | 7986/25000 [02:34<05:05, 55.60it/s]
Average Loss = 228.66:  32%|███▏      | 7986/25000 [02:34<05:05, 55.60it/s]
Average Loss = 228.66:  32%|███▏      | 7986/25000 [02:34<05:05, 55.60it/s]
Average Loss = 228.66:  32%|███▏      | 7993/25000 [02:34<04:53, 58.02it/s]
Average Loss = 228.66:  32%|███▏      | 8000/25000 [02:34<05:02, 56.29it/s]
Average Loss = 228.38:  32%|███▏      | 8000/25000 [02:34<05:02, 56.29it/s]
Average Loss = 228.38:  32%|███▏      | 8000/25000 [02:34<05:02, 56.29it/s]
Average Loss = 228.38:  32%|███▏      | 8007/25000 [02:34<04:55, 57.55it/s]
Average Loss = 228.07:  32%|███▏      | 8007/25000 [02:34<04:55, 57.55it/s]
Average Loss = 228.07:  32%|███▏      | 8007/25000 [02:34<04:55, 57.55it/s]
Average Loss = 228.07:  32%|███▏      | 8014/25000 [02:34<04:50, 58.46it/s]
Average Loss = 227.78:  32%|███▏      | 8014/25000 [02:34<04:50, 58.46it/s]
Average Loss = 227.78:  32%|███▏      | 8014/25000 [02:34<04:50, 58.46it/s]
Average Loss = 227.78:  32%|███▏      | 8022/25000 [02:34<04:29, 62.92it/s]
Average Loss = 227.78:  32%|███▏      | 8030/25000 [02:34<04:13, 66.81it/s]
Average Loss = 227.72:  32%|███▏      | 8030/25000 [02:34<04:13, 66.81it/s]
Average Loss = 227.72:  32%|███▏      | 8030/25000 [02:34<04:13, 66.81it/s]
Average Loss = 227.72:  32%|███▏      | 8040/25000 [02:35<03:51, 73.19it/s]
Average Loss = 227.16:  32%|███▏      | 8040/25000 [02:35<03:51, 73.19it/s]
Average Loss = 227.16:  32%|███▏      | 8040/25000 [02:35<03:51, 73.19it/s]
Average Loss = 227.16:  32%|███▏      | 8050/25000 [02:35<03:38, 77.67it/s]
Average Loss = 226.65:  32%|███▏      | 8050/25000 [02:35<03:38, 77.67it/s]
Average Loss = 226.65:  32%|███▏      | 8050/25000 [02:35<03:38, 77.67it/s]
Average Loss = 226.65:  32%|███▏      | 8060/25000 [02:35<03:26, 82.01it/s]
Average Loss = 226.4:  32%|███▏      | 8060/25000 [02:35<03:26, 82.01it/s] 
Average Loss = 226.4:  32%|███▏      | 8060/25000 [02:35<03:26, 82.01it/s]
Average Loss = 226.4:  32%|███▏      | 8070/25000 [02:35<03:19, 85.04it/s]
Average Loss = 226.12:  32%|███▏      | 8070/25000 [02:35<03:19, 85.04it/s]
Average Loss = 226.12:  32%|███▏      | 8070/25000 [02:35<03:19, 85.04it/s]
Average Loss = 226.12:  32%|███▏      | 8079/25000 [02:35<03:22, 83.64it/s]
Average Loss = 225.62:  32%|███▏      | 8079/25000 [02:35<03:22, 83.64it/s]
Average Loss = 225.62:  32%|███▏      | 8079/25000 [02:35<03:22, 83.64it/s]
Average Loss = 225.62:  32%|███▏      | 8088/25000 [02:35<03:18, 85.39it/s]
Average Loss = 225.24:  32%|███▏      | 8088/25000 [02:35<03:18, 85.39it/s]
Average Loss = 225.24:  32%|███▏      | 8088/25000 [02:35<03:18, 85.39it/s]
Average Loss = 225.24:  32%|███▏      | 8097/25000 [02:35<03:38, 77.43it/s]
Average Loss = 224.94:  32%|███▏      | 8097/25000 [02:35<03:38, 77.43it/s]
Average Loss = 224.94:  32%|███▏      | 8097/25000 [02:35<03:38, 77.43it/s]
Average Loss = 224.94:  32%|███▏      | 8106/25000 [02:35<03:29, 80.67it/s]
Average Loss = 224.69:  32%|███▏      | 8106/25000 [02:35<03:29, 80.67it/s]
Average Loss = 224.69:  32%|███▏      | 8106/25000 [02:35<03:29, 80.67it/s]
Average Loss = 224.69:  32%|███▏      | 8115/25000 [02:35<03:27, 81.40it/s]
Average Loss = 224.36:  32%|███▏      | 8115/25000 [02:35<03:27, 81.40it/s]
Average Loss = 224.36:  32%|███▏      | 8115/25000 [02:35<03:27, 81.40it/s]
Average Loss = 224.36:  32%|███▎      | 8125/25000 [02:36<03:16, 86.00it/s]
Average Loss = 224.48:  32%|███▎      | 8125/25000 [02:36<03:16, 86.00it/s]
Average Loss = 224.48:  32%|███▎      | 8125/25000 [02:36<03:16, 86.00it/s]
Average Loss = 224.48:  33%|███▎      | 8135/25000 [02:36<03:10, 88.63it/s]
Average Loss = 223.81:  33%|███▎      | 8135/25000 [02:36<03:10, 88.63it/s]
Average Loss = 223.81:  33%|███▎      | 8135/25000 [02:36<03:10, 88.63it/s]
Average Loss = 223.81:  33%|███▎      | 8145/25000 [02:36<03:06, 90.38it/s]
Average Loss = 223.47:  33%|███▎      | 8145/25000 [02:36<03:06, 90.38it/s]
Average Loss = 223.47:  33%|███▎      | 8145/25000 [02:36<03:06, 90.38it/s]
Average Loss = 223.47:  33%|███▎      | 8155/25000 [02:36<03:31, 79.76it/s]
Average Loss = 223.48:  33%|███▎      | 8155/25000 [02:36<03:31, 79.76it/s]
Average Loss = 223.48:  33%|███▎      | 8155/25000 [02:36<03:31, 79.76it/s]
Average Loss = 223.48:  33%|███▎      | 8164/25000 [02:36<03:39, 76.82it/s]
Average Loss = 223.11:  33%|███▎      | 8164/25000 [02:36<03:39, 76.82it/s]
Average Loss = 223.11:  33%|███▎      | 8164/25000 [02:36<03:39, 76.82it/s]
Average Loss = 223.11:  33%|███▎      | 8174/25000 [02:36<03:25, 81.77it/s]
Average Loss = 222.43:  33%|███▎      | 8174/25000 [02:36<03:25, 81.77it/s]
Average Loss = 222.43:  33%|███▎      | 8174/25000 [02:36<03:25, 81.77it/s]
Average Loss = 222.43:  33%|███▎      | 8184/25000 [02:36<03:22, 83.22it/s]
Average Loss = 222.23:  33%|███▎      | 8184/25000 [02:36<03:22, 83.22it/s]
Average Loss = 222.23:  33%|███▎      | 8184/25000 [02:36<03:22, 83.22it/s]
Average Loss = 222.23:  33%|███▎      | 8193/25000 [02:36<03:22, 83.20it/s]
Average Loss = 221.82:  33%|███▎      | 8193/25000 [02:36<03:22, 83.20it/s]
Average Loss = 221.82:  33%|███▎      | 8193/25000 [02:36<03:22, 83.20it/s]
Average Loss = 221.82:  33%|███▎      | 8202/25000 [02:36<03:33, 78.65it/s]
Average Loss = 221.55:  33%|███▎      | 8202/25000 [02:37<03:33, 78.65it/s]
Average Loss = 221.55:  33%|███▎      | 8202/25000 [02:37<03:33, 78.65it/s]
Average Loss = 221.55:  33%|███▎      | 8211/25000 [02:37<03:48, 73.46it/s]
Average Loss = 221.55:  33%|███▎      | 8219/25000 [02:37<04:31, 61.71it/s]
Average Loss = 221.01:  33%|███▎      | 8219/25000 [02:37<04:31, 61.71it/s]
Average Loss = 221.01:  33%|███▎      | 8219/25000 [02:37<04:31, 61.71it/s]
Average Loss = 221.01:  33%|███▎      | 8226/25000 [02:37<05:10, 54.06it/s]
Average Loss = 220.67:  33%|███▎      | 8226/25000 [02:37<05:10, 54.06it/s]
Average Loss = 220.67:  33%|███▎      | 8226/25000 [02:37<05:10, 54.06it/s]
Average Loss = 220.67:  33%|███▎      | 8232/25000 [02:37<05:18, 52.60it/s]
Average Loss = 220.67:  33%|███▎      | 8238/25000 [02:37<05:58, 46.74it/s]
Average Loss = 220.26:  33%|███▎      | 8238/25000 [02:37<05:58, 46.74it/s]
Average Loss = 220.26:  33%|███▎      | 8238/25000 [02:37<05:58, 46.74it/s]
Average Loss = 220.26:  33%|███▎      | 8244/25000 [02:37<06:29, 42.97it/s]
Average Loss = 220.26:  33%|███▎      | 8249/25000 [02:38<06:49, 40.91it/s]
Average Loss = 220.14:  33%|███▎      | 8249/25000 [02:38<06:49, 40.91it/s]
Average Loss = 220.14:  33%|███▎      | 8249/25000 [02:38<06:49, 40.91it/s]
Average Loss = 220.14:  33%|███▎      | 8255/25000 [02:38<06:20, 44.05it/s]
Average Loss = 220.14:  33%|███▎      | 8260/25000 [02:38<06:10, 45.23it/s]
Average Loss = 219.65:  33%|███▎      | 8260/25000 [02:38<06:10, 45.23it/s]
Average Loss = 219.65:  33%|███▎      | 8260/25000 [02:38<06:10, 45.23it/s]
Average Loss = 219.65:  33%|███▎      | 8265/25000 [02:38<07:02, 39.64it/s]
Average Loss = 219.47:  33%|███▎      | 8265/25000 [02:38<07:02, 39.64it/s]
Average Loss = 219.47:  33%|███▎      | 8265/25000 [02:38<07:02, 39.64it/s]
Average Loss = 219.47:  33%|███▎      | 8272/25000 [02:38<06:17, 44.33it/s]
Average Loss = 219.47:  33%|███▎      | 8279/25000 [02:38<05:43, 48.65it/s]
Average Loss = 219.07:  33%|███▎      | 8279/25000 [02:38<05:43, 48.65it/s]
Average Loss = 219.07:  33%|███▎      | 8279/25000 [02:38<05:43, 48.65it/s]
Average Loss = 219.07:  33%|███▎      | 8286/25000 [02:38<05:24, 51.44it/s]
Average Loss = 219.06:  33%|███▎      | 8286/25000 [02:38<05:24, 51.44it/s]
Average Loss = 219.06:  33%|███▎      | 8286/25000 [02:38<05:24, 51.44it/s]
Average Loss = 219.06:  33%|███▎      | 8292/25000 [02:38<05:15, 52.89it/s]
Average Loss = 219.06:  33%|███▎      | 8299/25000 [02:38<04:59, 55.75it/s]
Average Loss = 219.08:  33%|███▎      | 8299/25000 [02:39<04:59, 55.75it/s]
Average Loss = 219.08:  33%|███▎      | 8299/25000 [02:39<04:59, 55.75it/s]
Average Loss = 219.08:  33%|███▎      | 8307/25000 [02:39<04:36, 60.27it/s]
Average Loss = 218.76:  33%|███▎      | 8307/25000 [02:39<04:36, 60.27it/s]
Average Loss = 218.76:  33%|███▎      | 8307/25000 [02:39<04:36, 60.27it/s]
Average Loss = 218.76:  33%|███▎      | 8314/25000 [02:39<04:34, 60.74it/s]
Average Loss = 218.65:  33%|███▎      | 8314/25000 [02:39<04:34, 60.74it/s]
Average Loss = 218.65:  33%|███▎      | 8314/25000 [02:39<04:34, 60.74it/s]
Average Loss = 218.65:  33%|███▎      | 8321/25000 [02:39<04:38, 59.92it/s]
Average Loss = 218.65:  33%|███▎      | 8328/25000 [02:39<04:34, 60.75it/s]
Average Loss = 218.36:  33%|███▎      | 8328/25000 [02:39<04:34, 60.75it/s]
Average Loss = 218.36:  33%|███▎      | 8328/25000 [02:39<04:34, 60.75it/s]
Average Loss = 218.36:  33%|███▎      | 8335/25000 [02:39<05:33, 50.00it/s]
Average Loss = 218.08:  33%|███▎      | 8335/25000 [02:39<05:33, 50.00it/s]
Average Loss = 218.08:  33%|███▎      | 8335/25000 [02:39<05:33, 50.00it/s]
Average Loss = 218.08:  33%|███▎      | 8341/25000 [02:39<05:19, 52.22it/s]
Average Loss = 218.08:  33%|███▎      | 8349/25000 [02:39<04:54, 56.51it/s]
Average Loss = 217.91:  33%|███▎      | 8349/25000 [02:39<04:54, 56.51it/s]
Average Loss = 217.91:  33%|███▎      | 8349/25000 [02:39<04:54, 56.51it/s]
Average Loss = 217.91:  33%|███▎      | 8355/25000 [02:39<05:27, 50.85it/s]
Average Loss = 217.18:  33%|███▎      | 8355/25000 [02:40<05:27, 50.85it/s]
Average Loss = 217.18:  33%|███▎      | 8355/25000 [02:40<05:27, 50.85it/s]
Average Loss = 217.18:  33%|███▎      | 8361/25000 [02:40<05:24, 51.30it/s]
Average Loss = 217.18:  33%|███▎      | 8367/25000 [02:40<05:34, 49.67it/s]
Average Loss = 217.29:  33%|███▎      | 8367/25000 [02:40<05:34, 49.67it/s]
Average Loss = 217.29:  33%|███▎      | 8367/25000 [02:40<05:34, 49.67it/s]
Average Loss = 217.29:  33%|███▎      | 8373/25000 [02:40<05:53, 47.07it/s]
Average Loss = 217.29:  34%|███▎      | 8380/25000 [02:40<05:37, 49.22it/s]
Average Loss = 217.32:  34%|███▎      | 8380/25000 [02:40<05:37, 49.22it/s]
Average Loss = 217.32:  34%|███▎      | 8380/25000 [02:40<05:37, 49.22it/s]
Average Loss = 217.32:  34%|███▎      | 8386/25000 [02:40<06:11, 44.75it/s]
Average Loss = 216.84:  34%|███▎      | 8386/25000 [02:40<06:11, 44.75it/s]
Average Loss = 216.84:  34%|███▎      | 8386/25000 [02:40<06:11, 44.75it/s]
Average Loss = 216.84:  34%|███▎      | 8391/25000 [02:40<06:18, 43.88it/s]
Average Loss = 216.84:  34%|███▎      | 8400/25000 [02:40<05:24, 51.18it/s]
Average Loss = 216.49:  34%|███▎      | 8400/25000 [02:40<05:24, 51.18it/s]
Average Loss = 216.49:  34%|███▎      | 8400/25000 [02:40<05:24, 51.18it/s]
Average Loss = 216.49:  34%|███▎      | 8407/25000 [02:41<05:05, 54.39it/s]
Average Loss = 216.3:  34%|███▎      | 8407/25000 [02:41<05:05, 54.39it/s] 
Average Loss = 216.3:  34%|███▎      | 8407/25000 [02:41<05:05, 54.39it/s]
Average Loss = 216.3:  34%|███▎      | 8413/25000 [02:41<05:04, 54.55it/s]
Average Loss = 216.3:  34%|███▎      | 8419/25000 [02:41<05:06, 54.08it/s]
Average Loss = 216.1:  34%|███▎      | 8419/25000 [02:41<05:06, 54.08it/s]
Average Loss = 216.1:  34%|███▎      | 8419/25000 [02:41<05:06, 54.08it/s]
Average Loss = 216.1:  34%|███▎      | 8425/25000 [02:41<05:19, 51.90it/s]
Average Loss = 215.62:  34%|███▎      | 8425/25000 [02:41<05:19, 51.90it/s]
Average Loss = 215.62:  34%|███▎      | 8425/25000 [02:41<05:19, 51.90it/s]
Average Loss = 215.62:  34%|███▎      | 8431/25000 [02:41<05:45, 47.91it/s]
Average Loss = 215.62:  34%|███▎      | 8437/25000 [02:41<05:33, 49.68it/s]
Average Loss = 215.31:  34%|███▎      | 8437/25000 [02:41<05:33, 49.68it/s]
Average Loss = 215.31:  34%|███▎      | 8437/25000 [02:41<05:33, 49.68it/s]
Average Loss = 215.31:  34%|███▍      | 8443/25000 [02:41<05:52, 46.97it/s]
Average Loss = 215.31:  34%|███▍      | 8448/25000 [02:41<06:04, 45.45it/s]
Average Loss = 215.12:  34%|███▍      | 8448/25000 [02:41<06:04, 45.45it/s]
Average Loss = 215.12:  34%|███▍      | 8448/25000 [02:41<06:04, 45.45it/s]
Average Loss = 215.12:  34%|███▍      | 8456/25000 [02:41<05:21, 51.46it/s]
Average Loss = 214.72:  34%|███▍      | 8456/25000 [02:42<05:21, 51.46it/s]
Average Loss = 214.72:  34%|███▍      | 8456/25000 [02:42<05:21, 51.46it/s]
Average Loss = 214.72:  34%|███▍      | 8464/25000 [02:42<04:47, 57.44it/s]
Average Loss = 214.55:  34%|███▍      | 8464/25000 [02:42<04:47, 57.44it/s]
Average Loss = 214.55:  34%|███▍      | 8464/25000 [02:42<04:47, 57.44it/s]
Average Loss = 214.55:  34%|███▍      | 8471/25000 [02:42<04:54, 56.17it/s]
Average Loss = 214.55:  34%|███▍      | 8477/25000 [02:42<04:57, 55.59it/s]
Average Loss = 214.11:  34%|███▍      | 8477/25000 [02:42<04:57, 55.59it/s]
Average Loss = 214.11:  34%|███▍      | 8477/25000 [02:42<04:57, 55.59it/s]
Average Loss = 214.11:  34%|███▍      | 8483/25000 [02:42<04:59, 55.11it/s]
Average Loss = 214.11:  34%|███▍      | 8489/25000 [02:42<05:00, 55.01it/s]
Average Loss = 213.74:  34%|███▍      | 8489/25000 [02:42<05:00, 55.01it/s]
Average Loss = 213.74:  34%|███▍      | 8489/25000 [02:42<05:00, 55.01it/s]
Average Loss = 213.74:  34%|███▍      | 8495/25000 [02:42<05:03, 54.32it/s]
Average Loss = 213.96:  34%|███▍      | 8495/25000 [02:42<05:03, 54.32it/s]
Average Loss = 213.96:  34%|███▍      | 8495/25000 [02:42<05:03, 54.32it/s]
Average Loss = 213.96:  34%|███▍      | 8501/25000 [02:42<05:07, 53.72it/s]
Average Loss = 213.96:  34%|███▍      | 8507/25000 [02:42<05:38, 48.71it/s]
Average Loss = 213.77:  34%|███▍      | 8507/25000 [02:43<05:38, 48.71it/s]
Average Loss = 213.77:  34%|███▍      | 8507/25000 [02:43<05:38, 48.71it/s]
Average Loss = 213.77:  34%|███▍      | 8513/25000 [02:43<06:12, 44.26it/s]
Average Loss = 213.77:  34%|███▍      | 8518/25000 [02:43<06:43, 40.89it/s]
Average Loss = 213.75:  34%|███▍      | 8518/25000 [02:43<06:43, 40.89it/s]
Average Loss = 213.75:  34%|███▍      | 8518/25000 [02:43<06:43, 40.89it/s]
Average Loss = 213.75:  34%|███▍      | 8524/25000 [02:43<06:23, 42.91it/s]
Average Loss = 213.75:  34%|███▍      | 8529/25000 [02:43<06:37, 41.44it/s]
Average Loss = 213.08:  34%|███▍      | 8529/25000 [02:43<06:37, 41.44it/s]
Average Loss = 213.08:  34%|███▍      | 8529/25000 [02:43<06:37, 41.44it/s]
Average Loss = 213.08:  34%|███▍      | 8534/25000 [02:43<06:53, 39.78it/s]
Average Loss = 213.08:  34%|███▍      | 8539/25000 [02:43<07:22, 37.18it/s]
Average Loss = 212.99:  34%|███▍      | 8539/25000 [02:43<07:22, 37.18it/s]
Average Loss = 212.99:  34%|███▍      | 8539/25000 [02:43<07:22, 37.18it/s]
Average Loss = 212.99:  34%|███▍      | 8544/25000 [02:43<07:00, 39.14it/s]
Average Loss = 212.99:  34%|███▍      | 8549/25000 [02:44<06:37, 41.38it/s]
Average Loss = 212.53:  34%|███▍      | 8549/25000 [02:44<06:37, 41.38it/s]
Average Loss = 212.53:  34%|███▍      | 8549/25000 [02:44<06:37, 41.38it/s]
Average Loss = 212.53:  34%|███▍      | 8555/25000 [02:44<06:10, 44.34it/s]
Average Loss = 212.41:  34%|███▍      | 8555/25000 [02:44<06:10, 44.34it/s]
Average Loss = 212.41:  34%|███▍      | 8555/25000 [02:44<06:10, 44.34it/s]
Average Loss = 212.41:  34%|███▍      | 8561/25000 [02:44<05:48, 47.20it/s]
Average Loss = 212.41:  34%|███▍      | 8567/25000 [02:44<05:37, 48.68it/s]
Average Loss = 211.98:  34%|███▍      | 8567/25000 [02:44<05:37, 48.68it/s]
Average Loss = 211.98:  34%|███▍      | 8567/25000 [02:44<05:37, 48.68it/s]
Average Loss = 211.98:  34%|███▍      | 8573/25000 [02:44<05:26, 50.35it/s]
Average Loss = 211.98:  34%|███▍      | 8579/25000 [02:44<05:19, 51.35it/s]
Average Loss = 211.63:  34%|███▍      | 8579/25000 [02:44<05:19, 51.35it/s]
Average Loss = 211.63:  34%|███▍      | 8579/25000 [02:44<05:19, 51.35it/s]
Average Loss = 211.63:  34%|███▍      | 8585/25000 [02:44<05:12, 52.49it/s]
Average Loss = 211.09:  34%|███▍      | 8585/25000 [02:44<05:12, 52.49it/s]
Average Loss = 211.09:  34%|███▍      | 8585/25000 [02:44<05:12, 52.49it/s]
Average Loss = 211.09:  34%|███▍      | 8591/25000 [02:44<05:10, 52.80it/s]
Average Loss = 211.09:  34%|███▍      | 8597/25000 [02:44<05:11, 52.68it/s]
Average Loss = 211.19:  34%|███▍      | 8597/25000 [02:44<05:11, 52.68it/s]
Average Loss = 211.19:  34%|███▍      | 8597/25000 [02:44<05:11, 52.68it/s]
Average Loss = 211.19:  34%|███▍      | 8603/25000 [02:45<05:13, 52.30it/s]
Average Loss = 211.19:  34%|███▍      | 8609/25000 [02:45<05:28, 49.85it/s]
Average Loss = 210.78:  34%|███▍      | 8609/25000 [02:45<05:28, 49.85it/s]
Average Loss = 210.78:  34%|███▍      | 8609/25000 [02:45<05:28, 49.85it/s]
Average Loss = 210.78:  34%|███▍      | 8615/25000 [02:45<06:07, 44.56it/s]
Average Loss = 210.78:  34%|███▍      | 8620/25000 [02:45<06:35, 41.44it/s]
Average Loss = 210.69:  34%|███▍      | 8620/25000 [02:45<06:35, 41.44it/s]
Average Loss = 210.69:  34%|███▍      | 8620/25000 [02:45<06:35, 41.44it/s]
Average Loss = 210.69:  34%|███▍      | 8625/25000 [02:45<06:25, 42.42it/s]
Average Loss = 210.69:  35%|███▍      | 8630/25000 [02:45<06:27, 42.22it/s]
Average Loss = 210.66:  35%|███▍      | 8630/25000 [02:45<06:27, 42.22it/s]
Average Loss = 210.66:  35%|███▍      | 8630/25000 [02:45<06:27, 42.22it/s]
Average Loss = 210.66:  35%|███▍      | 8635/25000 [02:45<06:45, 40.41it/s]
Average Loss = 210.35:  35%|███▍      | 8635/25000 [02:45<06:45, 40.41it/s]
Average Loss = 210.35:  35%|███▍      | 8635/25000 [02:45<06:45, 40.41it/s]
Average Loss = 210.35:  35%|███▍      | 8641/25000 [02:45<06:15, 43.51it/s]
Average Loss = 210.35:  35%|███▍      | 8646/25000 [02:46<06:12, 43.91it/s]
Average Loss = 209.94:  35%|███▍      | 8646/25000 [02:46<06:12, 43.91it/s]
Average Loss = 209.94:  35%|███▍      | 8646/25000 [02:46<06:12, 43.91it/s]
Average Loss = 209.94:  35%|███▍      | 8652/25000 [02:46<05:42, 47.67it/s]
Average Loss = 209.94:  35%|███▍      | 8660/25000 [02:46<05:03, 53.90it/s]
Average Loss = 209.71:  35%|███▍      | 8660/25000 [02:46<05:03, 53.90it/s]
Average Loss = 209.71:  35%|███▍      | 8660/25000 [02:46<05:03, 53.90it/s]
Average Loss = 209.71:  35%|███▍      | 8666/25000 [02:46<05:26, 50.00it/s]
Average Loss = 209.46:  35%|███▍      | 8666/25000 [02:46<05:26, 50.00it/s]
Average Loss = 209.46:  35%|███▍      | 8666/25000 [02:46<05:26, 50.00it/s]
Average Loss = 209.46:  35%|███▍      | 8675/25000 [02:46<04:47, 56.83it/s]
Average Loss = 208.98:  35%|███▍      | 8675/25000 [02:46<04:47, 56.83it/s]
Average Loss = 208.98:  35%|███▍      | 8675/25000 [02:46<04:47, 56.83it/s]
Average Loss = 208.98:  35%|███▍      | 8684/25000 [02:46<04:17, 63.36it/s]
Average Loss = 208.56:  35%|███▍      | 8684/25000 [02:46<04:17, 63.36it/s]
Average Loss = 208.56:  35%|███▍      | 8684/25000 [02:46<04:17, 63.36it/s]
Average Loss = 208.56:  35%|███▍      | 8693/25000 [02:46<03:54, 69.48it/s]
Average Loss = 208.38:  35%|███▍      | 8693/25000 [02:46<03:54, 69.48it/s]
Average Loss = 208.38:  35%|███▍      | 8693/25000 [02:46<03:54, 69.48it/s]
Average Loss = 208.38:  35%|███▍      | 8702/25000 [02:46<03:40, 74.04it/s]
Average Loss = 208.16:  35%|███▍      | 8702/25000 [02:46<03:40, 74.04it/s]
Average Loss = 208.16:  35%|███▍      | 8702/25000 [02:46<03:40, 74.04it/s]
Average Loss = 208.16:  35%|███▍      | 8712/25000 [02:46<03:27, 78.51it/s]
Average Loss = 207.84:  35%|███▍      | 8712/25000 [02:47<03:27, 78.51it/s]
Average Loss = 207.84:  35%|███▍      | 8712/25000 [02:47<03:27, 78.51it/s]
Average Loss = 207.84:  35%|███▍      | 8721/25000 [02:47<03:22, 80.45it/s]
Average Loss = 207.84:  35%|███▍      | 8730/25000 [02:47<03:21, 80.84it/s]
Average Loss = 207.12:  35%|███▍      | 8730/25000 [02:47<03:21, 80.84it/s]
Average Loss = 207.12:  35%|███▍      | 8730/25000 [02:47<03:21, 80.84it/s]
Average Loss = 207.12:  35%|███▍      | 8739/25000 [02:47<03:43, 72.91it/s]
Average Loss = 206.42:  35%|███▍      | 8739/25000 [02:47<03:43, 72.91it/s]
Average Loss = 206.42:  35%|███▍      | 8739/25000 [02:47<03:43, 72.91it/s]
Average Loss = 206.42:  35%|███▍      | 8749/25000 [02:47<03:26, 78.53it/s]
Average Loss = 205.81:  35%|███▍      | 8749/25000 [02:47<03:26, 78.53it/s]
Average Loss = 205.81:  35%|███▍      | 8749/25000 [02:47<03:26, 78.53it/s]
Average Loss = 205.81:  35%|███▌      | 8758/25000 [02:47<03:21, 80.70it/s]
Average Loss = 205.4:  35%|███▌      | 8758/25000 [02:47<03:21, 80.70it/s] 
Average Loss = 205.4:  35%|███▌      | 8758/25000 [02:47<03:21, 80.70it/s]
Average Loss = 205.4:  35%|███▌      | 8768/25000 [02:47<03:14, 83.65it/s]
Average Loss = 205.15:  35%|███▌      | 8768/25000 [02:47<03:14, 83.65it/s]
Average Loss = 205.15:  35%|███▌      | 8768/25000 [02:47<03:14, 83.65it/s]
Average Loss = 205.15:  35%|███▌      | 8777/25000 [02:47<03:11, 84.84it/s]
Average Loss = 204.74:  35%|███▌      | 8777/25000 [02:47<03:11, 84.84it/s]
Average Loss = 204.74:  35%|███▌      | 8777/25000 [02:47<03:11, 84.84it/s]
Average Loss = 204.74:  35%|███▌      | 8786/25000 [02:47<03:24, 79.33it/s]
Average Loss = 204.17:  35%|███▌      | 8786/25000 [02:47<03:24, 79.33it/s]
Average Loss = 204.17:  35%|███▌      | 8786/25000 [02:47<03:24, 79.33it/s]
Average Loss = 204.17:  35%|███▌      | 8795/25000 [02:47<03:43, 72.59it/s]
Average Loss = 203.64:  35%|███▌      | 8795/25000 [02:48<03:43, 72.59it/s]
Average Loss = 203.64:  35%|███▌      | 8795/25000 [02:48<03:43, 72.59it/s]
Average Loss = 203.64:  35%|███▌      | 8803/25000 [02:48<03:44, 71.99it/s]
Average Loss = 203.44:  35%|███▌      | 8803/25000 [02:48<03:44, 71.99it/s]
Average Loss = 203.44:  35%|███▌      | 8803/25000 [02:48<03:44, 71.99it/s]
Average Loss = 203.44:  35%|███▌      | 8811/25000 [02:48<03:40, 73.37it/s]
Average Loss = 203.44:  35%|███▌      | 8819/25000 [02:48<04:24, 61.24it/s]
Average Loss = 203.33:  35%|███▌      | 8819/25000 [02:48<04:24, 61.24it/s]
Average Loss = 203.33:  35%|███▌      | 8819/25000 [02:48<04:24, 61.24it/s]
Average Loss = 203.33:  35%|███▌      | 8826/25000 [02:48<05:15, 51.27it/s]
Average Loss = 203.13:  35%|███▌      | 8826/25000 [02:48<05:15, 51.27it/s]
Average Loss = 203.13:  35%|███▌      | 8826/25000 [02:48<05:15, 51.27it/s]
Average Loss = 203.13:  35%|███▌      | 8832/25000 [02:48<05:07, 52.61it/s]
Average Loss = 203.13:  35%|███▌      | 8838/25000 [02:48<05:07, 52.56it/s]
Average Loss = 202.52:  35%|███▌      | 8838/25000 [02:48<05:07, 52.56it/s]
Average Loss = 202.52:  35%|███▌      | 8838/25000 [02:48<05:07, 52.56it/s]
Average Loss = 202.52:  35%|███▌      | 8844/25000 [02:48<05:10, 51.97it/s]
Average Loss = 202.52:  35%|███▌      | 8850/25000 [02:49<05:46, 46.63it/s]
Average Loss = 202.09:  35%|███▌      | 8850/25000 [02:49<05:46, 46.63it/s]
Average Loss = 202.09:  35%|███▌      | 8850/25000 [02:49<05:46, 46.63it/s]
Average Loss = 202.09:  35%|███▌      | 8855/25000 [02:49<06:16, 42.89it/s]
Average Loss = 201.94:  35%|███▌      | 8855/25000 [02:49<06:16, 42.89it/s]
Average Loss = 201.94:  35%|███▌      | 8855/25000 [02:49<06:16, 42.89it/s]
Average Loss = 201.94:  35%|███▌      | 8861/25000 [02:49<05:58, 44.97it/s]
Average Loss = 201.94:  35%|███▌      | 8867/25000 [02:49<05:43, 46.99it/s]
Average Loss = 201.45:  35%|███▌      | 8867/25000 [02:49<05:43, 46.99it/s]
Average Loss = 201.45:  35%|███▌      | 8867/25000 [02:49<05:43, 46.99it/s]
Average Loss = 201.45:  35%|███▌      | 8872/25000 [02:49<05:37, 47.74it/s]
Average Loss = 201.45:  36%|███▌      | 8878/25000 [02:49<05:36, 47.91it/s]
Average Loss = 201.28:  36%|███▌      | 8878/25000 [02:49<05:36, 47.91it/s]
Average Loss = 201.28:  36%|███▌      | 8878/25000 [02:49<05:36, 47.91it/s]
Average Loss = 201.28:  36%|███▌      | 8884/25000 [02:49<05:23, 49.82it/s]
Average Loss = 201.28:  36%|███▌      | 8890/25000 [02:49<05:18, 50.63it/s]
Average Loss = 201.02:  36%|███▌      | 8890/25000 [02:49<05:18, 50.63it/s]
Average Loss = 201.02:  36%|███▌      | 8890/25000 [02:49<05:18, 50.63it/s]
Average Loss = 201.02:  36%|███▌      | 8896/25000 [02:49<05:13, 51.33it/s]
Average Loss = 200.49:  36%|███▌      | 8896/25000 [02:50<05:13, 51.33it/s]
Average Loss = 200.49:  36%|███▌      | 8896/25000 [02:50<05:13, 51.33it/s]
Average Loss = 200.49:  36%|███▌      | 8902/25000 [02:50<05:10, 51.90it/s]
Average Loss = 200.49:  36%|███▌      | 8908/25000 [02:50<05:07, 52.31it/s]
Average Loss = 199.76:  36%|███▌      | 8908/25000 [02:50<05:07, 52.31it/s]
Average Loss = 199.76:  36%|███▌      | 8908/25000 [02:50<05:07, 52.31it/s]
Average Loss = 199.76:  36%|███▌      | 8914/25000 [02:50<05:03, 53.00it/s]
Average Loss = 199.76:  36%|███▌      | 8920/25000 [02:50<05:04, 52.78it/s]
Average Loss = 199.13:  36%|███▌      | 8920/25000 [02:50<05:04, 52.78it/s]
Average Loss = 199.13:  36%|███▌      | 8920/25000 [02:50<05:04, 52.78it/s]
Average Loss = 199.13:  36%|███▌      | 8926/25000 [02:50<05:05, 52.65it/s]
Average Loss = 199.03:  36%|███▌      | 8926/25000 [02:50<05:05, 52.65it/s]
Average Loss = 199.03:  36%|███▌      | 8926/25000 [02:50<05:05, 52.65it/s]
Average Loss = 199.03:  36%|███▌      | 8932/25000 [02:50<05:03, 52.96it/s]
Average Loss = 199.03:  36%|███▌      | 8938/25000 [02:50<05:34, 48.02it/s]
Average Loss = 198.66:  36%|███▌      | 8938/25000 [02:50<05:34, 48.02it/s]
Average Loss = 198.66:  36%|███▌      | 8938/25000 [02:50<05:34, 48.02it/s]
Average Loss = 198.66:  36%|███▌      | 8943/25000 [02:50<05:49, 45.98it/s]
Average Loss = 198.66:  36%|███▌      | 8948/25000 [02:51<05:47, 46.25it/s]
Average Loss = 198.51:  36%|███▌      | 8948/25000 [02:51<05:47, 46.25it/s]
Average Loss = 198.51:  36%|███▌      | 8948/25000 [02:51<05:47, 46.25it/s]
Average Loss = 198.51:  36%|███▌      | 8953/25000 [02:51<06:08, 43.59it/s]
Average Loss = 198.51:  36%|███▌      | 8958/25000 [02:51<05:54, 45.21it/s]
Average Loss = 198.08:  36%|███▌      | 8958/25000 [02:51<05:54, 45.21it/s]
Average Loss = 198.08:  36%|███▌      | 8958/25000 [02:51<05:54, 45.21it/s]
Average Loss = 198.08:  36%|███▌      | 8964/25000 [02:51<05:37, 47.57it/s]
Average Loss = 198.08:  36%|███▌      | 8969/25000 [02:51<06:11, 43.21it/s]
Average Loss = 197.5:  36%|███▌      | 8969/25000 [02:51<06:11, 43.21it/s] 
Average Loss = 197.5:  36%|███▌      | 8969/25000 [02:51<06:11, 43.21it/s]
Average Loss = 197.5:  36%|███▌      | 8975/25000 [02:51<05:46, 46.19it/s]
Average Loss = 197.25:  36%|███▌      | 8975/25000 [02:51<05:46, 46.19it/s]
Average Loss = 197.25:  36%|███▌      | 8975/25000 [02:51<05:46, 46.19it/s]
Average Loss = 197.25:  36%|███▌      | 8981/25000 [02:51<05:39, 47.23it/s]
Average Loss = 197.25:  36%|███▌      | 8986/25000 [02:51<06:06, 43.69it/s]
Average Loss = 196.89:  36%|███▌      | 8986/25000 [02:52<06:06, 43.69it/s]
Average Loss = 196.89:  36%|███▌      | 8986/25000 [02:52<06:06, 43.69it/s]
Average Loss = 196.89:  36%|███▌      | 8991/25000 [02:52<06:11, 43.08it/s]
Average Loss = 196.89:  36%|███▌      | 8997/25000 [02:52<05:46, 46.21it/s]
Average Loss = 196.62:  36%|███▌      | 8997/25000 [02:52<05:46, 46.21it/s]
Average Loss = 196.62:  36%|███▌      | 8997/25000 [02:52<05:46, 46.21it/s]
Average Loss = 196.62:  36%|███▌      | 9003/25000 [02:52<05:31, 48.30it/s]
Average Loss = 196.62:  36%|███▌      | 9008/25000 [02:52<05:27, 48.77it/s]
Average Loss = 196.22:  36%|███▌      | 9008/25000 [02:52<05:27, 48.77it/s]
Average Loss = 196.22:  36%|███▌      | 9008/25000 [02:52<05:27, 48.77it/s]
Average Loss = 196.22:  36%|███▌      | 9013/25000 [02:52<05:26, 49.03it/s]
Average Loss = 196.22:  36%|███▌      | 9019/25000 [02:52<05:17, 50.35it/s]
Average Loss = 196.08:  36%|███▌      | 9019/25000 [02:52<05:17, 50.35it/s]
Average Loss = 196.08:  36%|███▌      | 9019/25000 [02:52<05:17, 50.35it/s]
Average Loss = 196.08:  36%|███▌      | 9025/25000 [02:52<05:12, 51.19it/s]
Average Loss = 195.5:  36%|███▌      | 9025/25000 [02:52<05:12, 51.19it/s] 
Average Loss = 195.5:  36%|███▌      | 9025/25000 [02:52<05:12, 51.19it/s]
Average Loss = 195.5:  36%|███▌      | 9031/25000 [02:52<05:26, 48.92it/s]
Average Loss = 195.5:  36%|███▌      | 9036/25000 [02:52<05:50, 45.55it/s]
Average Loss = 195.03:  36%|███▌      | 9036/25000 [02:53<05:50, 45.55it/s]
Average Loss = 195.03:  36%|███▌      | 9036/25000 [02:53<05:50, 45.55it/s]
Average Loss = 195.03:  36%|███▌      | 9042/25000 [02:53<05:31, 48.07it/s]
Average Loss = 195.03:  36%|███▌      | 9047/25000 [02:53<05:44, 46.29it/s]
Average Loss = 194.63:  36%|███▌      | 9047/25000 [02:53<05:44, 46.29it/s]
Average Loss = 194.63:  36%|███▌      | 9047/25000 [02:53<05:44, 46.29it/s]
Average Loss = 194.63:  36%|███▌      | 9052/25000 [02:53<06:10, 43.01it/s]
Average Loss = 194.63:  36%|███▌      | 9058/25000 [02:53<05:42, 46.50it/s]
Average Loss = 194.58:  36%|███▌      | 9058/25000 [02:53<05:42, 46.50it/s]
Average Loss = 194.58:  36%|███▌      | 9058/25000 [02:53<05:42, 46.50it/s]
Average Loss = 194.58:  36%|███▋      | 9066/25000 [02:53<05:10, 51.35it/s]
Average Loss = 194.06:  36%|███▋      | 9066/25000 [02:53<05:10, 51.35it/s]
Average Loss = 194.06:  36%|███▋      | 9066/25000 [02:53<05:10, 51.35it/s]
Average Loss = 194.06:  36%|███▋      | 9072/25000 [02:53<05:17, 50.09it/s]
Average Loss = 194.06:  36%|███▋      | 9078/25000 [02:53<05:35, 47.42it/s]
Average Loss = 193.8:  36%|███▋      | 9078/25000 [02:53<05:35, 47.42it/s] 
Average Loss = 193.8:  36%|███▋      | 9078/25000 [02:53<05:35, 47.42it/s]
Average Loss = 193.8:  36%|███▋      | 9084/25000 [02:53<05:27, 48.63it/s]
Average Loss = 193.8:  36%|███▋      | 9089/25000 [02:54<05:40, 46.74it/s]
Average Loss = 193.66:  36%|███▋      | 9089/25000 [02:54<05:40, 46.74it/s]
Average Loss = 193.66:  36%|███▋      | 9089/25000 [02:54<05:40, 46.74it/s]
Average Loss = 193.66:  36%|███▋      | 9094/25000 [02:54<06:16, 42.26it/s]
Average Loss = 193.66:  36%|███▋      | 9099/25000 [02:54<06:09, 43.05it/s]
Average Loss = 193.21:  36%|███▋      | 9099/25000 [02:54<06:09, 43.05it/s]
Average Loss = 193.21:  36%|███▋      | 9099/25000 [02:54<06:09, 43.05it/s]
Average Loss = 193.21:  36%|███▋      | 9104/25000 [02:54<06:19, 41.92it/s]
Average Loss = 193.21:  36%|███▋      | 9109/25000 [02:54<06:03, 43.74it/s]
Average Loss = 192.75:  36%|███▋      | 9109/25000 [02:54<06:03, 43.74it/s]
Average Loss = 192.75:  36%|███▋      | 9109/25000 [02:54<06:03, 43.74it/s]
Average Loss = 192.75:  36%|███▋      | 9116/25000 [02:54<05:27, 48.47it/s]
Average Loss = 192.59:  36%|███▋      | 9116/25000 [02:54<05:27, 48.47it/s]
Average Loss = 192.59:  36%|███▋      | 9116/25000 [02:54<05:27, 48.47it/s]
Average Loss = 192.59:  37%|███▋      | 9126/25000 [02:54<04:41, 56.34it/s]
Average Loss = 192.04:  37%|███▋      | 9126/25000 [02:54<04:41, 56.34it/s]
Average Loss = 192.04:  37%|███▋      | 9126/25000 [02:54<04:41, 56.34it/s]
Average Loss = 192.04:  37%|███▋      | 9136/25000 [02:54<04:09, 63.46it/s]
Average Loss = 191.98:  37%|███▋      | 9136/25000 [02:54<04:09, 63.46it/s]
Average Loss = 191.98:  37%|███▋      | 9136/25000 [02:54<04:09, 63.46it/s]
Average Loss = 191.98:  37%|███▋      | 9146/25000 [02:54<03:47, 69.72it/s]
Average Loss = 191.67:  37%|███▋      | 9146/25000 [02:54<03:47, 69.72it/s]
Average Loss = 191.67:  37%|███▋      | 9146/25000 [02:54<03:47, 69.72it/s]
Average Loss = 191.67:  37%|███▋      | 9155/25000 [02:55<03:37, 73.00it/s]
Average Loss = 191.46:  37%|███▋      | 9155/25000 [02:55<03:37, 73.00it/s]
Average Loss = 191.46:  37%|███▋      | 9155/25000 [02:55<03:37, 73.00it/s]
Average Loss = 191.46:  37%|███▋      | 9163/25000 [02:55<03:50, 68.59it/s]
Average Loss = 191.18:  37%|███▋      | 9163/25000 [02:55<03:50, 68.59it/s]
Average Loss = 191.18:  37%|███▋      | 9163/25000 [02:55<03:50, 68.59it/s]
Average Loss = 191.18:  37%|███▋      | 9172/25000 [02:55<03:37, 72.85it/s]
Average Loss = 191.05:  37%|███▋      | 9172/25000 [02:55<03:37, 72.85it/s]
Average Loss = 191.05:  37%|███▋      | 9172/25000 [02:55<03:37, 72.85it/s]
Average Loss = 191.05:  37%|███▋      | 9181/25000 [02:55<03:25, 77.11it/s]
Average Loss = 190.81:  37%|███▋      | 9181/25000 [02:55<03:25, 77.11it/s]
Average Loss = 190.81:  37%|███▋      | 9181/25000 [02:55<03:25, 77.11it/s]
Average Loss = 190.81:  37%|███▋      | 9191/25000 [02:55<03:15, 80.68it/s]
Average Loss = 190.81:  37%|███▋      | 9200/25000 [02:55<03:12, 82.27it/s]
Average Loss = 190.65:  37%|███▋      | 9200/25000 [02:55<03:12, 82.27it/s]
Average Loss = 190.65:  37%|███▋      | 9200/25000 [02:55<03:12, 82.27it/s]
Average Loss = 190.65:  37%|███▋      | 9210/25000 [02:55<03:05, 84.95it/s]
Average Loss = 190.23:  37%|███▋      | 9210/25000 [02:55<03:05, 84.95it/s]
Average Loss = 190.23:  37%|███▋      | 9210/25000 [02:55<03:05, 84.95it/s]
Average Loss = 190.23:  37%|███▋      | 9220/25000 [02:55<02:59, 88.03it/s]
Average Loss = 189.72:  37%|███▋      | 9220/25000 [02:55<02:59, 88.03it/s]
Average Loss = 189.72:  37%|███▋      | 9220/25000 [02:55<02:59, 88.03it/s]
Average Loss = 189.72:  37%|███▋      | 9230/25000 [02:55<02:53, 90.87it/s]
Average Loss = 189.32:  37%|███▋      | 9230/25000 [02:55<02:53, 90.87it/s]
Average Loss = 189.32:  37%|███▋      | 9230/25000 [02:55<02:53, 90.87it/s]
Average Loss = 189.32:  37%|███▋      | 9240/25000 [02:56<02:54, 90.51it/s]
Average Loss = 189.15:  37%|███▋      | 9240/25000 [02:56<02:54, 90.51it/s]
Average Loss = 189.15:  37%|███▋      | 9240/25000 [02:56<02:54, 90.51it/s]
Average Loss = 189.15:  37%|███▋      | 9250/25000 [02:56<02:50, 92.31it/s]
Average Loss = 188.78:  37%|███▋      | 9250/25000 [02:56<02:50, 92.31it/s]
Average Loss = 188.78:  37%|███▋      | 9250/25000 [02:56<02:50, 92.31it/s]
Average Loss = 188.78:  37%|███▋      | 9260/25000 [02:56<02:55, 89.75it/s]
Average Loss = 188.47:  37%|███▋      | 9260/25000 [02:56<02:55, 89.75it/s]
Average Loss = 188.47:  37%|███▋      | 9260/25000 [02:56<02:55, 89.75it/s]
Average Loss = 188.47:  37%|███▋      | 9270/25000 [02:56<02:52, 91.04it/s]
Average Loss = 188.53:  37%|███▋      | 9270/25000 [02:56<02:52, 91.04it/s]
Average Loss = 188.53:  37%|███▋      | 9270/25000 [02:56<02:52, 91.04it/s]
Average Loss = 188.53:  37%|███▋      | 9280/25000 [02:56<02:53, 90.70it/s]
Average Loss = 188.17:  37%|███▋      | 9280/25000 [02:56<02:53, 90.70it/s]
Average Loss = 188.17:  37%|███▋      | 9280/25000 [02:56<02:53, 90.70it/s]
Average Loss = 188.17:  37%|███▋      | 9290/25000 [02:56<02:56, 88.86it/s]
Average Loss = 187.83:  37%|███▋      | 9290/25000 [02:56<02:56, 88.86it/s]
Average Loss = 187.83:  37%|███▋      | 9290/25000 [02:56<02:56, 88.86it/s]
Average Loss = 187.83:  37%|███▋      | 9300/25000 [02:56<02:54, 90.20it/s]
Average Loss = 187.31:  37%|███▋      | 9300/25000 [02:56<02:54, 90.20it/s]
Average Loss = 187.31:  37%|███▋      | 9300/25000 [02:56<02:54, 90.20it/s]
Average Loss = 187.31:  37%|███▋      | 9310/25000 [02:56<02:55, 89.47it/s]
Average Loss = 186.8:  37%|███▋      | 9310/25000 [02:56<02:55, 89.47it/s] 
Average Loss = 186.8:  37%|███▋      | 9310/25000 [02:56<02:55, 89.47it/s]
Average Loss = 186.8:  37%|███▋      | 9320/25000 [02:56<02:52, 91.05it/s]
Average Loss = 186.17:  37%|███▋      | 9320/25000 [02:56<02:52, 91.05it/s]
Average Loss = 186.17:  37%|███▋      | 9320/25000 [02:56<02:52, 91.05it/s]
Average Loss = 186.17:  37%|███▋      | 9330/25000 [02:57<03:08, 83.03it/s]
Average Loss = 186.05:  37%|███▋      | 9330/25000 [02:57<03:08, 83.03it/s]
Average Loss = 186.05:  37%|███▋      | 9330/25000 [02:57<03:08, 83.03it/s]
Average Loss = 186.05:  37%|███▋      | 9339/25000 [02:57<03:41, 70.60it/s]
Average Loss = 185.47:  37%|███▋      | 9339/25000 [02:57<03:41, 70.60it/s]
Average Loss = 185.47:  37%|███▋      | 9339/25000 [02:57<03:41, 70.60it/s]
Average Loss = 185.47:  37%|███▋      | 9347/25000 [02:57<04:42, 55.38it/s]
Average Loss = 185.32:  37%|███▋      | 9347/25000 [02:57<04:42, 55.38it/s]
Average Loss = 185.32:  37%|███▋      | 9347/25000 [02:57<04:42, 55.38it/s]
Average Loss = 185.32:  37%|███▋      | 9354/25000 [02:57<05:22, 48.51it/s]
Average Loss = 185.32:  37%|███▋      | 9360/25000 [02:57<05:51, 44.45it/s]
Average Loss = 185.11:  37%|███▋      | 9360/25000 [02:57<05:51, 44.45it/s]
Average Loss = 185.11:  37%|███▋      | 9360/25000 [02:57<05:51, 44.45it/s]
Average Loss = 185.11:  37%|███▋      | 9366/25000 [02:57<06:21, 40.99it/s]
Average Loss = 184.74:  37%|███▋      | 9366/25000 [02:58<06:21, 40.99it/s]
Average Loss = 184.74:  37%|███▋      | 9366/25000 [02:58<06:21, 40.99it/s]
Average Loss = 184.74:  37%|███▋      | 9371/25000 [02:58<06:27, 40.34it/s]
Average Loss = 184.74:  38%|███▊      | 9376/25000 [02:58<06:11, 42.05it/s]
Average Loss = 183.99:  38%|███▊      | 9376/25000 [02:58<06:11, 42.05it/s]
Average Loss = 183.99:  38%|███▊      | 9376/25000 [02:58<06:11, 42.05it/s]
Average Loss = 183.99:  38%|███▊      | 9382/25000 [02:58<05:46, 45.05it/s]
Average Loss = 183.99:  38%|███▊      | 9388/25000 [02:58<05:25, 47.93it/s]
Average Loss = 183.8:  38%|███▊      | 9388/25000 [02:58<05:25, 47.93it/s] 
Average Loss = 183.8:  38%|███▊      | 9388/25000 [02:58<05:25, 47.93it/s]
Average Loss = 183.8:  38%|███▊      | 9394/25000 [02:58<05:35, 46.54it/s]
Average Loss = 183.8:  38%|███▊      | 9399/25000 [02:58<05:57, 43.60it/s]
Average Loss = 183.42:  38%|███▊      | 9399/25000 [02:58<05:57, 43.60it/s]
Average Loss = 183.42:  38%|███▊      | 9399/25000 [02:58<05:57, 43.60it/s]
Average Loss = 183.42:  38%|███▊      | 9404/25000 [02:58<06:10, 42.06it/s]
Average Loss = 183.42:  38%|███▊      | 9410/25000 [02:58<05:42, 45.57it/s]
Average Loss = 183.15:  38%|███▊      | 9410/25000 [02:58<05:42, 45.57it/s]
Average Loss = 183.15:  38%|███▊      | 9410/25000 [02:58<05:42, 45.57it/s]
Average Loss = 183.15:  38%|███▊      | 9415/25000 [02:59<06:07, 42.40it/s]
Average Loss = 183.15:  38%|███▊      | 9420/25000 [02:59<06:25, 40.39it/s]
Average Loss = 182.97:  38%|███▊      | 9420/25000 [02:59<06:25, 40.39it/s]
Average Loss = 182.97:  38%|███▊      | 9420/25000 [02:59<06:25, 40.39it/s]
Average Loss = 182.97:  38%|███▊      | 9425/25000 [02:59<06:17, 41.26it/s]
Average Loss = 182.6:  38%|███▊      | 9425/25000 [02:59<06:17, 41.26it/s] 
Average Loss = 182.6:  38%|███▊      | 9425/25000 [02:59<06:17, 41.26it/s]
Average Loss = 182.6:  38%|███▊      | 9432/25000 [02:59<05:37, 46.08it/s]
Average Loss = 182.6:  38%|███▊      | 9439/25000 [02:59<05:06, 50.76it/s]
Average Loss = 182.29:  38%|███▊      | 9439/25000 [02:59<05:06, 50.76it/s]
Average Loss = 182.29:  38%|███▊      | 9439/25000 [02:59<05:06, 50.76it/s]
Average Loss = 182.29:  38%|███▊      | 9445/25000 [02:59<05:08, 50.50it/s]
Average Loss = 181.85:  38%|███▊      | 9445/25000 [02:59<05:08, 50.50it/s]
Average Loss = 181.85:  38%|███▊      | 9445/25000 [02:59<05:08, 50.50it/s]
Average Loss = 181.85:  38%|███▊      | 9451/25000 [02:59<05:40, 45.70it/s]
Average Loss = 181.85:  38%|███▊      | 9456/25000 [02:59<05:52, 44.09it/s]
Average Loss = 181.53:  38%|███▊      | 9456/25000 [03:00<05:52, 44.09it/s]
Average Loss = 181.53:  38%|███▊      | 9456/25000 [03:00<05:52, 44.09it/s]
Average Loss = 181.53:  38%|███▊      | 9461/25000 [03:00<05:40, 45.62it/s]
Average Loss = 181.53:  38%|███▊      | 9466/25000 [03:00<05:34, 46.38it/s]
Average Loss = 181.16:  38%|███▊      | 9466/25000 [03:00<05:34, 46.38it/s]
Average Loss = 181.16:  38%|███▊      | 9466/25000 [03:00<05:34, 46.38it/s]
Average Loss = 181.16:  38%|███▊      | 9471/25000 [03:00<06:14, 41.46it/s]
Average Loss = 181.16:  38%|███▊      | 9476/25000 [03:00<06:07, 42.26it/s]
Average Loss = 180.85:  38%|███▊      | 9476/25000 [03:00<06:07, 42.26it/s]
Average Loss = 180.85:  38%|███▊      | 9476/25000 [03:00<06:07, 42.26it/s]
Average Loss = 180.85:  38%|███▊      | 9482/25000 [03:00<05:47, 44.71it/s]
Average Loss = 180.85:  38%|███▊      | 9488/25000 [03:00<05:30, 46.96it/s]
Average Loss = 180.57:  38%|███▊      | 9488/25000 [03:00<05:30, 46.96it/s]
Average Loss = 180.57:  38%|███▊      | 9488/25000 [03:00<05:30, 46.96it/s]
Average Loss = 180.57:  38%|███▊      | 9494/25000 [03:00<05:21, 48.25it/s]
Average Loss = 180.57:  38%|███▊      | 9500/25000 [03:00<05:11, 49.72it/s]
Average Loss = 180.18:  38%|███▊      | 9500/25000 [03:00<05:11, 49.72it/s]
Average Loss = 180.18:  38%|███▊      | 9500/25000 [03:00<05:11, 49.72it/s]
Average Loss = 180.18:  38%|███▊      | 9506/25000 [03:01<05:40, 45.51it/s]
Average Loss = 179.93:  38%|███▊      | 9506/25000 [03:01<05:40, 45.51it/s]
Average Loss = 179.93:  38%|███▊      | 9506/25000 [03:01<05:40, 45.51it/s]
Average Loss = 179.93:  38%|███▊      | 9512/25000 [03:01<05:23, 47.94it/s]
Average Loss = 179.93:  38%|███▊      | 9517/25000 [03:01<05:31, 46.74it/s]
Average Loss = 179.1:  38%|███▊      | 9517/25000 [03:01<05:31, 46.74it/s] 
Average Loss = 179.1:  38%|███▊      | 9517/25000 [03:01<05:31, 46.74it/s]
Average Loss = 179.1:  38%|███▊      | 9522/25000 [03:01<06:00, 42.89it/s]
Average Loss = 179.1:  38%|███▊      | 9527/25000 [03:01<06:18, 40.92it/s]
Average Loss = 178.99:  38%|███▊      | 9527/25000 [03:01<06:18, 40.92it/s]
Average Loss = 178.99:  38%|███▊      | 9527/25000 [03:01<06:18, 40.92it/s]
Average Loss = 178.99:  38%|███▊      | 9533/25000 [03:01<05:48, 44.41it/s]
Average Loss = 178.99:  38%|███▊      | 9539/25000 [03:01<05:31, 46.60it/s]
Average Loss = 178.38:  38%|███▊      | 9539/25000 [03:01<05:31, 46.60it/s]
Average Loss = 178.38:  38%|███▊      | 9539/25000 [03:01<05:31, 46.60it/s]
Average Loss = 178.38:  38%|███▊      | 9544/25000 [03:01<06:01, 42.71it/s]
Average Loss = 178.38:  38%|███▊      | 9549/25000 [03:02<06:20, 40.57it/s]
Average Loss = 178.33:  38%|███▊      | 9549/25000 [03:02<06:20, 40.57it/s]
Average Loss = 178.33:  38%|███▊      | 9549/25000 [03:02<06:20, 40.57it/s]
Average Loss = 178.33:  38%|███▊      | 9554/25000 [03:02<06:12, 41.42it/s]
Average Loss = 178.33:  38%|███▊      | 9560/25000 [03:02<05:43, 44.96it/s]
Average Loss = 177.83:  38%|███▊      | 9560/25000 [03:02<05:43, 44.96it/s]
Average Loss = 177.83:  38%|███▊      | 9560/25000 [03:02<05:43, 44.96it/s]
Average Loss = 177.83:  38%|███▊      | 9565/25000 [03:02<07:30, 34.29it/s]
Average Loss = 177.44:  38%|███▊      | 9565/25000 [03:02<07:30, 34.29it/s]
Average Loss = 177.44:  38%|███▊      | 9565/25000 [03:02<07:30, 34.29it/s]
Average Loss = 177.44:  38%|███▊      | 9571/25000 [03:02<06:51, 37.45it/s]
Average Loss = 177.44:  38%|███▊      | 9576/25000 [03:02<06:58, 36.83it/s]
Average Loss = 177.44:  38%|███▊      | 9580/25000 [03:02<07:25, 34.64it/s]
Average Loss = 177.4:  38%|███▊      | 9580/25000 [03:02<07:25, 34.64it/s] 
Average Loss = 177.4:  38%|███▊      | 9580/25000 [03:02<07:25, 34.64it/s]
Average Loss = 177.4:  38%|███▊      | 9584/25000 [03:02<07:19, 35.04it/s]
Average Loss = 177.4:  38%|███▊      | 9588/25000 [03:03<07:20, 34.99it/s]
Average Loss = 176.91:  38%|███▊      | 9588/25000 [03:03<07:20, 34.99it/s]
Average Loss = 176.91:  38%|███▊      | 9588/25000 [03:03<07:20, 34.99it/s]
Average Loss = 176.91:  38%|███▊      | 9592/25000 [03:03<08:54, 28.84it/s]
Average Loss = 176.91:  38%|███▊      | 9596/25000 [03:03<09:45, 26.30it/s]
Average Loss = 176.34:  38%|███▊      | 9596/25000 [03:03<09:45, 26.30it/s]
Average Loss = 176.34:  38%|███▊      | 9596/25000 [03:03<09:45, 26.30it/s]
Average Loss = 176.34:  38%|███▊      | 9603/25000 [03:03<08:02, 31.90it/s]
Average Loss = 175.95:  38%|███▊      | 9603/25000 [03:03<08:02, 31.90it/s]
Average Loss = 175.95:  38%|███▊      | 9603/25000 [03:03<08:02, 31.90it/s]
Average Loss = 175.95:  38%|███▊      | 9611/25000 [03:03<06:35, 38.92it/s]
Average Loss = 175.95:  38%|███▊      | 9617/25000 [03:03<06:57, 36.89it/s]
Average Loss = 175.57:  38%|███▊      | 9617/25000 [03:03<06:57, 36.89it/s]
Average Loss = 175.57:  38%|███▊      | 9617/25000 [03:03<06:57, 36.89it/s]
Average Loss = 175.57:  38%|███▊      | 9622/25000 [03:04<07:17, 35.14it/s]
Average Loss = 175.57:  39%|███▊      | 9628/25000 [03:04<06:36, 38.78it/s]
Average Loss = 175.35:  39%|███▊      | 9628/25000 [03:04<06:36, 38.78it/s]
Average Loss = 175.35:  39%|███▊      | 9628/25000 [03:04<06:36, 38.78it/s]
Average Loss = 175.35:  39%|███▊      | 9634/25000 [03:04<06:44, 38.03it/s]
Average Loss = 175.35:  39%|███▊      | 9639/25000 [03:04<07:54, 32.37it/s]
Average Loss = 174.92:  39%|███▊      | 9639/25000 [03:04<07:54, 32.37it/s]
Average Loss = 174.92:  39%|███▊      | 9639/25000 [03:04<07:54, 32.37it/s]
Average Loss = 174.92:  39%|███▊      | 9643/25000 [03:04<08:28, 30.20it/s]
Average Loss = 174.92:  39%|███▊      | 9647/25000 [03:04<08:31, 30.01it/s]
Average Loss = 174.53:  39%|███▊      | 9647/25000 [03:04<08:31, 30.01it/s]
Average Loss = 174.53:  39%|███▊      | 9647/25000 [03:04<08:31, 30.01it/s]
Average Loss = 174.53:  39%|███▊      | 9651/25000 [03:04<08:53, 28.75it/s]
Average Loss = 174.53:  39%|███▊      | 9655/25000 [03:05<09:39, 26.46it/s]
Average Loss = 174.53:  39%|███▊      | 9659/25000 [03:05<09:03, 28.23it/s]
Average Loss = 174.24:  39%|███▊      | 9659/25000 [03:05<09:03, 28.23it/s]
Average Loss = 174.24:  39%|███▊      | 9659/25000 [03:05<09:03, 28.23it/s]
Average Loss = 174.24:  39%|███▊      | 9663/25000 [03:05<08:45, 29.18it/s]
Average Loss = 174.24:  39%|███▊      | 9667/25000 [03:05<08:37, 29.64it/s]
Average Loss = 174.07:  39%|███▊      | 9667/25000 [03:05<08:37, 29.64it/s]
Average Loss = 174.07:  39%|███▊      | 9667/25000 [03:05<08:37, 29.64it/s]
Average Loss = 174.07:  39%|███▊      | 9671/25000 [03:05<08:58, 28.46it/s]
Average Loss = 174.07:  39%|███▊      | 9676/25000 [03:05<08:15, 30.90it/s]
Average Loss = 174.07:  39%|███▊      | 9680/25000 [03:05<09:08, 27.91it/s]
Average Loss = 174.08:  39%|███▊      | 9680/25000 [03:06<09:08, 27.91it/s]
Average Loss = 174.08:  39%|███▊      | 9680/25000 [03:06<09:08, 27.91it/s]
Average Loss = 174.08:  39%|███▊      | 9683/25000 [03:06<09:16, 27.51it/s]
Average Loss = 174.08:  39%|███▉      | 9688/25000 [03:06<08:25, 30.32it/s]
Average Loss = 173.8:  39%|███▉      | 9688/25000 [03:06<08:25, 30.32it/s] 
Average Loss = 173.8:  39%|███▉      | 9688/25000 [03:06<08:25, 30.32it/s]
Average Loss = 173.8:  39%|███▉      | 9692/25000 [03:06<08:00, 31.84it/s]
Average Loss = 173.8:  39%|███▉      | 9696/25000 [03:06<07:31, 33.89it/s]
Average Loss = 173.63:  39%|███▉      | 9696/25000 [03:06<07:31, 33.89it/s]
Average Loss = 173.63:  39%|███▉      | 9696/25000 [03:06<07:31, 33.89it/s]
Average Loss = 173.63:  39%|███▉      | 9702/25000 [03:06<06:41, 38.12it/s]
Average Loss = 173.63:  39%|███▉      | 9708/25000 [03:06<06:05, 41.87it/s]
Average Loss = 173.24:  39%|███▉      | 9708/25000 [03:06<06:05, 41.87it/s]
Average Loss = 173.24:  39%|███▉      | 9708/25000 [03:06<06:05, 41.87it/s]
Average Loss = 173.24:  39%|███▉      | 9714/25000 [03:06<05:40, 44.92it/s]
Average Loss = 173.24:  39%|███▉      | 9720/25000 [03:06<05:24, 47.08it/s]
Average Loss = 172.93:  39%|███▉      | 9720/25000 [03:06<05:24, 47.08it/s]
Average Loss = 172.93:  39%|███▉      | 9720/25000 [03:06<05:24, 47.08it/s]
Average Loss = 172.93:  39%|███▉      | 9725/25000 [03:06<05:32, 45.90it/s]
Average Loss = 172.93:  39%|███▉      | 9730/25000 [03:07<05:56, 42.80it/s]
Average Loss = 172.62:  39%|███▉      | 9730/25000 [03:07<05:56, 42.80it/s]
Average Loss = 172.62:  39%|███▉      | 9730/25000 [03:07<05:56, 42.80it/s]
Average Loss = 172.62:  39%|███▉      | 9735/25000 [03:07<06:16, 40.59it/s]
Average Loss = 172.62:  39%|███▉      | 9740/25000 [03:07<06:29, 39.14it/s]
Average Loss = 172.43:  39%|███▉      | 9740/25000 [03:07<06:29, 39.14it/s]
Average Loss = 172.43:  39%|███▉      | 9740/25000 [03:07<06:29, 39.14it/s]
Average Loss = 172.43:  39%|███▉      | 9745/25000 [03:07<06:36, 38.47it/s]
Average Loss = 172.43:  39%|███▉      | 9749/25000 [03:07<06:34, 38.70it/s]
Average Loss = 172.21:  39%|███▉      | 9749/25000 [03:07<06:34, 38.70it/s]
Average Loss = 172.21:  39%|███▉      | 9749/25000 [03:07<06:34, 38.70it/s]
Average Loss = 172.21:  39%|███▉      | 9755/25000 [03:07<06:10, 41.15it/s]
Average Loss = 172.21:  39%|███▉      | 9760/25000 [03:07<06:33, 38.68it/s]
Average Loss = 171.7:  39%|███▉      | 9760/25000 [03:07<06:33, 38.68it/s] 
Average Loss = 171.7:  39%|███▉      | 9760/25000 [03:07<06:33, 38.68it/s]
Average Loss = 171.7:  39%|███▉      | 9764/25000 [03:08<07:07, 35.62it/s]
Average Loss = 171.7:  39%|███▉      | 9768/25000 [03:08<08:06, 31.30it/s]
Average Loss = 171.15:  39%|███▉      | 9768/25000 [03:08<08:06, 31.30it/s]
Average Loss = 171.15:  39%|███▉      | 9768/25000 [03:08<08:06, 31.30it/s]
Average Loss = 171.15:  39%|███▉      | 9774/25000 [03:08<07:05, 35.77it/s]
Average Loss = 171.15:  39%|███▉      | 9780/25000 [03:08<06:20, 39.97it/s]
Average Loss = 170.7:  39%|███▉      | 9780/25000 [03:08<06:20, 39.97it/s] 
Average Loss = 170.7:  39%|███▉      | 9780/25000 [03:08<06:20, 39.97it/s]
Average Loss = 170.7:  39%|███▉      | 9786/25000 [03:08<05:49, 43.47it/s]
Average Loss = 170.34:  39%|███▉      | 9786/25000 [03:08<05:49, 43.47it/s]
Average Loss = 170.34:  39%|███▉      | 9786/25000 [03:08<05:49, 43.47it/s]
Average Loss = 170.34:  39%|███▉      | 9792/25000 [03:08<05:29, 46.12it/s]
Average Loss = 170.34:  39%|███▉      | 9798/25000 [03:08<05:14, 48.38it/s]
Average Loss = 170.27:  39%|███▉      | 9798/25000 [03:08<05:14, 48.38it/s]
Average Loss = 170.27:  39%|███▉      | 9798/25000 [03:08<05:14, 48.38it/s]
Average Loss = 170.27:  39%|███▉      | 9804/25000 [03:08<05:02, 50.17it/s]
Average Loss = 170.27:  39%|███▉      | 9810/25000 [03:08<05:06, 49.51it/s]
Average Loss = 169.99:  39%|███▉      | 9810/25000 [03:08<05:06, 49.51it/s]
Average Loss = 169.99:  39%|███▉      | 9810/25000 [03:09<05:06, 49.51it/s]
Average Loss = 169.99:  39%|███▉      | 9816/25000 [03:09<05:27, 46.37it/s]
Average Loss = 169.63:  39%|███▉      | 9816/25000 [03:09<05:27, 46.37it/s]
Average Loss = 169.63:  39%|███▉      | 9816/25000 [03:09<05:27, 46.37it/s]
Average Loss = 169.63:  39%|███▉      | 9822/25000 [03:09<05:13, 48.37it/s]
Average Loss = 169.63:  39%|███▉      | 9827/25000 [03:09<05:35, 45.24it/s]
Average Loss = 169.39:  39%|███▉      | 9827/25000 [03:09<05:35, 45.24it/s]
Average Loss = 169.39:  39%|███▉      | 9827/25000 [03:09<05:35, 45.24it/s]
Average Loss = 169.39:  39%|███▉      | 9832/25000 [03:09<06:00, 42.11it/s]
Average Loss = 169.39:  39%|███▉      | 9837/25000 [03:09<07:23, 34.16it/s]
Average Loss = 169.08:  39%|███▉      | 9837/25000 [03:09<07:23, 34.16it/s]
Average Loss = 169.08:  39%|███▉      | 9837/25000 [03:09<07:23, 34.16it/s]
Average Loss = 169.08:  39%|███▉      | 9846/25000 [03:09<06:01, 41.89it/s]
Average Loss = 168.91:  39%|███▉      | 9846/25000 [03:09<06:01, 41.89it/s]
Average Loss = 168.91:  39%|███▉      | 9846/25000 [03:09<06:01, 41.89it/s]
Average Loss = 168.91:  39%|███▉      | 9852/25000 [03:09<06:18, 40.03it/s]
Average Loss = 168.91:  39%|███▉      | 9859/25000 [03:10<05:35, 45.07it/s]
Average Loss = 168.38:  39%|███▉      | 9859/25000 [03:10<05:35, 45.07it/s]
Average Loss = 168.38:  39%|███▉      | 9859/25000 [03:10<05:35, 45.07it/s]
Average Loss = 168.38:  39%|███▉      | 9868/25000 [03:10<04:52, 51.81it/s]
Average Loss = 168.14:  39%|███▉      | 9868/25000 [03:10<04:52, 51.81it/s]
Average Loss = 168.14:  39%|███▉      | 9868/25000 [03:10<04:52, 51.81it/s]
Average Loss = 168.14:  40%|███▉      | 9875/25000 [03:10<05:21, 47.07it/s]
Average Loss = 167.75:  40%|███▉      | 9875/25000 [03:10<05:21, 47.07it/s]
Average Loss = 167.75:  40%|███▉      | 9875/25000 [03:10<05:21, 47.07it/s]
Average Loss = 167.75:  40%|███▉      | 9881/25000 [03:10<05:07, 49.20it/s]
Average Loss = 167.75:  40%|███▉      | 9887/25000 [03:10<04:57, 50.76it/s]
Average Loss = 167.71:  40%|███▉      | 9887/25000 [03:10<04:57, 50.76it/s]
Average Loss = 167.71:  40%|███▉      | 9887/25000 [03:10<04:57, 50.76it/s]
Average Loss = 167.71:  40%|███▉      | 9893/25000 [03:10<04:51, 51.84it/s]
Average Loss = 167.71:  40%|███▉      | 9899/25000 [03:10<04:45, 52.93it/s]
Average Loss = 167.73:  40%|███▉      | 9899/25000 [03:10<04:45, 52.93it/s]
Average Loss = 167.73:  40%|███▉      | 9899/25000 [03:10<04:45, 52.93it/s]
Average Loss = 167.73:  40%|███▉      | 9905/25000 [03:10<04:44, 53.14it/s]
Average Loss = 167.85:  40%|███▉      | 9905/25000 [03:11<04:44, 53.14it/s]
Average Loss = 167.85:  40%|███▉      | 9905/25000 [03:11<04:44, 53.14it/s]
Average Loss = 167.85:  40%|███▉      | 9911/25000 [03:11<04:41, 53.61it/s]
Average Loss = 167.85:  40%|███▉      | 9917/25000 [03:11<04:38, 54.08it/s]
Average Loss = 167.53:  40%|███▉      | 9917/25000 [03:11<04:38, 54.08it/s]
Average Loss = 167.53:  40%|███▉      | 9917/25000 [03:11<04:38, 54.08it/s]
Average Loss = 167.53:  40%|███▉      | 9923/25000 [03:11<04:39, 54.03it/s]
Average Loss = 167.53:  40%|███▉      | 9929/25000 [03:11<04:37, 54.34it/s]
Average Loss = 167.05:  40%|███▉      | 9929/25000 [03:11<04:37, 54.34it/s]
Average Loss = 167.05:  40%|███▉      | 9929/25000 [03:11<04:37, 54.34it/s]
Average Loss = 167.05:  40%|███▉      | 9935/25000 [03:11<04:36, 54.58it/s]
Average Loss = 166.53:  40%|███▉      | 9935/25000 [03:11<04:36, 54.58it/s]
Average Loss = 166.53:  40%|███▉      | 9935/25000 [03:11<04:36, 54.58it/s]
Average Loss = 166.53:  40%|███▉      | 9941/25000 [03:11<04:34, 54.80it/s]
Average Loss = 166.53:  40%|███▉      | 9947/25000 [03:11<04:34, 54.88it/s]
Average Loss = 166.42:  40%|███▉      | 9947/25000 [03:11<04:34, 54.88it/s]
Average Loss = 166.42:  40%|███▉      | 9947/25000 [03:11<04:34, 54.88it/s]
Average Loss = 166.42:  40%|███▉      | 9953/25000 [03:11<04:46, 52.47it/s]
Average Loss = 166.42:  40%|███▉      | 9959/25000 [03:11<04:49, 52.04it/s]
Average Loss = 166.1:  40%|███▉      | 9959/25000 [03:11<04:49, 52.04it/s] 
Average Loss = 166.1:  40%|███▉      | 9959/25000 [03:11<04:49, 52.04it/s]
Average Loss = 166.1:  40%|███▉      | 9965/25000 [03:12<04:45, 52.73it/s]
Average Loss = 165.97:  40%|███▉      | 9965/25000 [03:12<04:45, 52.73it/s]
Average Loss = 165.97:  40%|███▉      | 9965/25000 [03:12<04:45, 52.73it/s]
Average Loss = 165.97:  40%|███▉      | 9971/25000 [03:12<04:59, 50.13it/s]
Average Loss = 165.97:  40%|███▉      | 9977/25000 [03:12<05:14, 47.72it/s]
Average Loss = 165.56:  40%|███▉      | 9977/25000 [03:12<05:14, 47.72it/s]
Average Loss = 165.56:  40%|███▉      | 9977/25000 [03:12<05:14, 47.72it/s]
Average Loss = 165.56:  40%|███▉      | 9982/25000 [03:12<06:04, 41.24it/s]
Average Loss = 165.56:  40%|███▉      | 9987/25000 [03:12<05:45, 43.48it/s]
Average Loss = 165.61:  40%|███▉      | 9987/25000 [03:12<05:45, 43.48it/s]
Average Loss = 165.61:  40%|███▉      | 9987/25000 [03:12<05:45, 43.48it/s]
Average Loss = 165.61:  40%|███▉      | 9993/25000 [03:12<05:45, 43.46it/s]
Average Loss = 165.61:  40%|███▉      | 9998/25000 [03:12<06:39, 37.55it/s]
Average Loss = 165.31:  40%|███▉      | 9998/25000 [03:12<06:39, 37.55it/s]
Average Loss = 165.31:  40%|███▉      | 9998/25000 [03:12<06:39, 37.55it/s]
Average Loss = 165.31:  40%|████      | 10004/25000 [03:13<06:01, 41.44it/s]
Average Loss = 165.31:  40%|████      | 10010/25000 [03:13<05:37, 44.41it/s]
Average Loss = 165.36:  40%|████      | 10010/25000 [03:13<05:37, 44.41it/s]
Average Loss = 165.36:  40%|████      | 10010/25000 [03:13<05:37, 44.41it/s]
Average Loss = 165.36:  40%|████      | 10015/25000 [03:13<05:35, 44.61it/s]
Average Loss = 165.57:  40%|████      | 10015/25000 [03:13<05:35, 44.61it/s]
Average Loss = 165.57:  40%|████      | 10015/25000 [03:13<05:35, 44.61it/s]
Average Loss = 165.57:  40%|████      | 10021/25000 [03:13<05:19, 46.94it/s]
Average Loss = 165.57:  40%|████      | 10027/25000 [03:13<05:05, 49.08it/s]
Average Loss = 165.36:  40%|████      | 10027/25000 [03:13<05:05, 49.08it/s]
Average Loss = 165.36:  40%|████      | 10027/25000 [03:13<05:05, 49.08it/s]
Average Loss = 165.36:  40%|████      | 10033/25000 [03:13<04:55, 50.72it/s]
Average Loss = 165.36:  40%|████      | 10039/25000 [03:13<04:47, 52.09it/s]
Average Loss = 165.09:  40%|████      | 10039/25000 [03:13<04:47, 52.09it/s]
Average Loss = 165.09:  40%|████      | 10039/25000 [03:13<04:47, 52.09it/s]
Average Loss = 165.09:  40%|████      | 10045/25000 [03:13<04:42, 52.91it/s]
Average Loss = 164.92:  40%|████      | 10045/25000 [03:13<04:42, 52.91it/s]
Average Loss = 164.92:  40%|████      | 10045/25000 [03:13<04:42, 52.91it/s]
Average Loss = 164.92:  40%|████      | 10051/25000 [03:13<04:39, 53.52it/s]
Average Loss = 164.92:  40%|████      | 10057/25000 [03:13<04:36, 54.02it/s]
Average Loss = 164.65:  40%|████      | 10057/25000 [03:14<04:36, 54.02it/s]
Average Loss = 164.65:  40%|████      | 10057/25000 [03:14<04:36, 54.02it/s]
Average Loss = 164.65:  40%|████      | 10063/25000 [03:14<04:35, 54.19it/s]
Average Loss = 164.65:  40%|████      | 10069/25000 [03:14<04:33, 54.55it/s]
Average Loss = 164.38:  40%|████      | 10069/25000 [03:14<04:33, 54.55it/s]
Average Loss = 164.38:  40%|████      | 10069/25000 [03:14<04:33, 54.55it/s]
Average Loss = 164.38:  40%|████      | 10075/25000 [03:14<04:32, 54.72it/s]
Average Loss = 164.02:  40%|████      | 10075/25000 [03:14<04:32, 54.72it/s]
Average Loss = 164.02:  40%|████      | 10075/25000 [03:14<04:32, 54.72it/s]
Average Loss = 164.02:  40%|████      | 10081/25000 [03:14<04:34, 54.26it/s]
Average Loss = 164.02:  40%|████      | 10087/25000 [03:14<04:33, 54.46it/s]
Average Loss = 163.64:  40%|████      | 10087/25000 [03:14<04:33, 54.46it/s]
Average Loss = 163.64:  40%|████      | 10087/25000 [03:14<04:33, 54.46it/s]
Average Loss = 163.64:  40%|████      | 10093/25000 [03:14<04:32, 54.65it/s]
Average Loss = 163.64:  40%|████      | 10099/25000 [03:14<04:31, 54.85it/s]
Average Loss = 163.48:  40%|████      | 10099/25000 [03:14<04:31, 54.85it/s]
Average Loss = 163.48:  40%|████      | 10099/25000 [03:14<04:31, 54.85it/s]
Average Loss = 163.48:  40%|████      | 10105/25000 [03:14<04:30, 54.96it/s]
Average Loss = 163.02:  40%|████      | 10105/25000 [03:14<04:30, 54.96it/s]
Average Loss = 163.02:  40%|████      | 10105/25000 [03:14<04:30, 54.96it/s]
Average Loss = 163.02:  40%|████      | 10111/25000 [03:14<04:30, 55.06it/s]
Average Loss = 163.02:  40%|████      | 10117/25000 [03:15<04:30, 55.08it/s]
Average Loss = 162.7:  40%|████      | 10117/25000 [03:15<04:30, 55.08it/s] 
Average Loss = 162.7:  40%|████      | 10117/25000 [03:15<04:30, 55.08it/s]
Average Loss = 162.7:  40%|████      | 10123/25000 [03:15<04:29, 55.11it/s]
Average Loss = 162.7:  41%|████      | 10129/25000 [03:15<04:29, 55.10it/s]
Average Loss = 162.34:  41%|████      | 10129/25000 [03:15<04:29, 55.10it/s]
Average Loss = 162.34:  41%|████      | 10129/25000 [03:15<04:29, 55.10it/s]
Average Loss = 162.34:  41%|████      | 10135/25000 [03:15<04:29, 55.09it/s]
Average Loss = 161.91:  41%|████      | 10135/25000 [03:15<04:29, 55.09it/s]
Average Loss = 161.91:  41%|████      | 10135/25000 [03:15<04:29, 55.09it/s]
Average Loss = 161.91:  41%|████      | 10141/25000 [03:15<04:29, 55.18it/s]
Average Loss = 161.91:  41%|████      | 10147/25000 [03:15<04:28, 55.24it/s]
Average Loss = 161.43:  41%|████      | 10147/25000 [03:15<04:28, 55.24it/s]
Average Loss = 161.43:  41%|████      | 10147/25000 [03:15<04:28, 55.24it/s]
Average Loss = 161.43:  41%|████      | 10153/25000 [03:15<04:29, 55.19it/s]
Average Loss = 161.43:  41%|████      | 10159/25000 [03:15<04:28, 55.24it/s]
Average Loss = 160.92:  41%|████      | 10159/25000 [03:15<04:28, 55.24it/s]
Average Loss = 160.92:  41%|████      | 10159/25000 [03:15<04:28, 55.24it/s]
Average Loss = 160.92:  41%|████      | 10165/25000 [03:15<04:28, 55.19it/s]
Average Loss = 160.19:  41%|████      | 10165/25000 [03:16<04:28, 55.19it/s]
Average Loss = 160.19:  41%|████      | 10165/25000 [03:16<04:28, 55.19it/s]
Average Loss = 160.19:  41%|████      | 10171/25000 [03:16<04:28, 55.25it/s]
Average Loss = 160.19:  41%|████      | 10177/25000 [03:16<04:28, 55.23it/s]
Average Loss = 159.99:  41%|████      | 10177/25000 [03:16<04:28, 55.23it/s]
Average Loss = 159.99:  41%|████      | 10177/25000 [03:16<04:28, 55.23it/s]
Average Loss = 159.99:  41%|████      | 10183/25000 [03:16<04:27, 55.29it/s]
Average Loss = 159.99:  41%|████      | 10189/25000 [03:16<04:30, 54.81it/s]
Average Loss = 160.11:  41%|████      | 10189/25000 [03:16<04:30, 54.81it/s]
Average Loss = 160.11:  41%|████      | 10189/25000 [03:16<04:30, 54.81it/s]
Average Loss = 160.11:  41%|████      | 10195/25000 [03:16<04:29, 54.95it/s]
Average Loss = 159.98:  41%|████      | 10195/25000 [03:16<04:29, 54.95it/s]
Average Loss = 159.98:  41%|████      | 10195/25000 [03:16<04:29, 54.95it/s]
Average Loss = 159.98:  41%|████      | 10201/25000 [03:16<04:28, 55.05it/s]
Average Loss = 159.98:  41%|████      | 10207/25000 [03:16<04:28, 55.05it/s]
Average Loss = 159.63:  41%|████      | 10207/25000 [03:16<04:28, 55.05it/s]
Average Loss = 159.63:  41%|████      | 10207/25000 [03:16<04:28, 55.05it/s]
Average Loss = 159.63:  41%|████      | 10213/25000 [03:16<04:28, 55.06it/s]
Average Loss = 159.63:  41%|████      | 10219/25000 [03:16<04:27, 55.21it/s]
Average Loss = 159.4:  41%|████      | 10219/25000 [03:16<04:27, 55.21it/s] 
Average Loss = 159.4:  41%|████      | 10219/25000 [03:16<04:27, 55.21it/s]
Average Loss = 159.4:  41%|████      | 10225/25000 [03:17<04:27, 55.24it/s]
Average Loss = 159.14:  41%|████      | 10225/25000 [03:17<04:27, 55.24it/s]
Average Loss = 159.14:  41%|████      | 10225/25000 [03:17<04:27, 55.24it/s]
Average Loss = 159.14:  41%|████      | 10231/25000 [03:17<04:27, 55.20it/s]
Average Loss = 159.14:  41%|████      | 10237/25000 [03:17<04:31, 54.32it/s]
Average Loss = 158.85:  41%|████      | 10237/25000 [03:17<04:31, 54.32it/s]
Average Loss = 158.85:  41%|████      | 10237/25000 [03:17<04:31, 54.32it/s]
Average Loss = 158.85:  41%|████      | 10243/25000 [03:17<04:32, 54.12it/s]
Average Loss = 158.85:  41%|████      | 10249/25000 [03:17<04:30, 54.54it/s]
Average Loss = 158.55:  41%|████      | 10249/25000 [03:17<04:30, 54.54it/s]
Average Loss = 158.55:  41%|████      | 10249/25000 [03:17<04:30, 54.54it/s]
Average Loss = 158.55:  41%|████      | 10255/25000 [03:17<04:29, 54.71it/s]
Average Loss = 158.43:  41%|████      | 10255/25000 [03:17<04:29, 54.71it/s]
Average Loss = 158.43:  41%|████      | 10255/25000 [03:17<04:29, 54.71it/s]
Average Loss = 158.43:  41%|████      | 10261/25000 [03:17<04:28, 54.86it/s]
Average Loss = 158.43:  41%|████      | 10267/25000 [03:17<04:27, 55.04it/s]
Average Loss = 157.86:  41%|████      | 10267/25000 [03:17<04:27, 55.04it/s]
Average Loss = 157.86:  41%|████      | 10267/25000 [03:17<04:27, 55.04it/s]
Average Loss = 157.86:  41%|████      | 10273/25000 [03:17<04:27, 54.98it/s]
Average Loss = 157.86:  41%|████      | 10279/25000 [03:18<04:27, 55.13it/s]
Average Loss = 157.64:  41%|████      | 10279/25000 [03:18<04:27, 55.13it/s]
Average Loss = 157.64:  41%|████      | 10279/25000 [03:18<04:27, 55.13it/s]
Average Loss = 157.64:  41%|████      | 10285/25000 [03:18<04:27, 55.09it/s]
Average Loss = 157.34:  41%|████      | 10285/25000 [03:18<04:27, 55.09it/s]
Average Loss = 157.34:  41%|████      | 10285/25000 [03:18<04:27, 55.09it/s]
Average Loss = 157.34:  41%|████      | 10291/25000 [03:18<04:26, 55.19it/s]
Average Loss = 157.34:  41%|████      | 10297/25000 [03:18<04:26, 55.20it/s]
Average Loss = 157.08:  41%|████      | 10297/25000 [03:18<04:26, 55.20it/s]
Average Loss = 157.08:  41%|████      | 10297/25000 [03:18<04:26, 55.20it/s]
Average Loss = 157.08:  41%|████      | 10303/25000 [03:18<04:29, 54.58it/s]
Average Loss = 157.08:  41%|████      | 10309/25000 [03:18<04:27, 54.90it/s]
Average Loss = 157.06:  41%|████      | 10309/25000 [03:18<04:27, 54.90it/s]
Average Loss = 157.06:  41%|████      | 10309/25000 [03:18<04:27, 54.90it/s]
Average Loss = 157.06:  41%|████▏     | 10315/25000 [03:18<04:26, 55.00it/s]
Average Loss = 156.76:  41%|████▏     | 10315/25000 [03:18<04:26, 55.00it/s]
Average Loss = 156.76:  41%|████▏     | 10315/25000 [03:18<04:26, 55.00it/s]
Average Loss = 156.76:  41%|████▏     | 10321/25000 [03:18<04:26, 55.16it/s]
Average Loss = 156.76:  41%|████▏     | 10327/25000 [03:18<04:26, 55.14it/s]
Average Loss = 156.44:  41%|████▏     | 10327/25000 [03:18<04:26, 55.14it/s]
Average Loss = 156.44:  41%|████▏     | 10327/25000 [03:18<04:26, 55.14it/s]
Average Loss = 156.44:  41%|████▏     | 10333/25000 [03:19<04:25, 55.15it/s]
Average Loss = 156.44:  41%|████▏     | 10339/25000 [03:19<04:25, 55.26it/s]
Average Loss = 156.21:  41%|████▏     | 10339/25000 [03:19<04:25, 55.26it/s]
Average Loss = 156.21:  41%|████▏     | 10339/25000 [03:19<04:25, 55.26it/s]
Average Loss = 156.21:  41%|████▏     | 10345/25000 [03:19<04:25, 55.21it/s]
Average Loss = 156.08:  41%|████▏     | 10345/25000 [03:19<04:25, 55.21it/s]
Average Loss = 156.08:  41%|████▏     | 10345/25000 [03:19<04:25, 55.21it/s]
Average Loss = 156.08:  41%|████▏     | 10351/25000 [03:19<04:25, 55.24it/s]
Average Loss = 156.08:  41%|████▏     | 10357/25000 [03:19<04:24, 55.32it/s]
Average Loss = 155.8:  41%|████▏     | 10357/25000 [03:19<04:24, 55.32it/s] 
Average Loss = 155.8:  41%|████▏     | 10357/25000 [03:19<04:24, 55.32it/s]
Average Loss = 155.8:  41%|████▏     | 10363/25000 [03:19<04:25, 55.15it/s]
Average Loss = 155.8:  41%|████▏     | 10369/25000 [03:19<04:24, 55.28it/s]
Average Loss = 155.5:  41%|████▏     | 10369/25000 [03:19<04:24, 55.28it/s]
Average Loss = 155.5:  41%|████▏     | 10369/25000 [03:19<04:24, 55.28it/s]
Average Loss = 155.5:  42%|████▏     | 10375/25000 [03:19<04:24, 55.21it/s]
Average Loss = 155.35:  42%|████▏     | 10375/25000 [03:19<04:24, 55.21it/s]
Average Loss = 155.35:  42%|████▏     | 10375/25000 [03:19<04:24, 55.21it/s]
Average Loss = 155.35:  42%|████▏     | 10381/25000 [03:19<04:24, 55.25it/s]
Average Loss = 155.35:  42%|████▏     | 10387/25000 [03:19<04:24, 55.27it/s]
Average Loss = 155.15:  42%|████▏     | 10387/25000 [03:20<04:24, 55.27it/s]
Average Loss = 155.15:  42%|████▏     | 10387/25000 [03:20<04:24, 55.27it/s]
Average Loss = 155.15:  42%|████▏     | 10393/25000 [03:20<04:24, 55.24it/s]
Average Loss = 155.15:  42%|████▏     | 10399/25000 [03:20<04:24, 55.29it/s]
Average Loss = 154.81:  42%|████▏     | 10399/25000 [03:20<04:24, 55.29it/s]
Average Loss = 154.81:  42%|████▏     | 10399/25000 [03:20<04:24, 55.29it/s]
Average Loss = 154.81:  42%|████▏     | 10405/25000 [03:20<04:24, 55.22it/s]
Average Loss = 154.38:  42%|████▏     | 10405/25000 [03:20<04:24, 55.22it/s]
Average Loss = 154.38:  42%|████▏     | 10405/25000 [03:20<04:24, 55.22it/s]
Average Loss = 154.38:  42%|████▏     | 10411/25000 [03:20<04:26, 54.66it/s]
Average Loss = 154.38:  42%|████▏     | 10417/25000 [03:20<04:25, 54.84it/s]
Average Loss = 154.38:  42%|████▏     | 10417/25000 [03:20<04:25, 54.84it/s]
Average Loss = 154.38:  42%|████▏     | 10417/25000 [03:20<04:25, 54.84it/s]
Average Loss = 154.38:  42%|████▏     | 10423/25000 [03:20<04:25, 54.95it/s]
Average Loss = 154.38:  42%|████▏     | 10429/25000 [03:20<04:24, 55.08it/s]
Average Loss = 154.08:  42%|████▏     | 10429/25000 [03:20<04:24, 55.08it/s]
Average Loss = 154.08:  42%|████▏     | 10429/25000 [03:20<04:24, 55.08it/s]
Average Loss = 154.08:  42%|████▏     | 10435/25000 [03:20<04:24, 55.13it/s]
Average Loss = 153.7:  42%|████▏     | 10435/25000 [03:20<04:24, 55.13it/s] 
Average Loss = 153.7:  42%|████▏     | 10435/25000 [03:20<04:24, 55.13it/s]
Average Loss = 153.7:  42%|████▏     | 10441/25000 [03:20<04:23, 55.21it/s]
Average Loss = 153.7:  42%|████▏     | 10447/25000 [03:21<04:23, 55.31it/s]
Average Loss = 153.44:  42%|████▏     | 10447/25000 [03:21<04:23, 55.31it/s]
Average Loss = 153.44:  42%|████▏     | 10447/25000 [03:21<04:23, 55.31it/s]
Average Loss = 153.44:  42%|████▏     | 10453/25000 [03:21<04:23, 55.30it/s]
Average Loss = 153.44:  42%|████▏     | 10459/25000 [03:21<04:22, 55.29it/s]
Average Loss = 153.13:  42%|████▏     | 10459/25000 [03:21<04:22, 55.29it/s]
Average Loss = 153.13:  42%|████▏     | 10459/25000 [03:21<04:22, 55.29it/s]
Average Loss = 153.13:  42%|████▏     | 10465/25000 [03:21<04:22, 55.30it/s]
Average Loss = 152.67:  42%|████▏     | 10465/25000 [03:21<04:22, 55.30it/s]
Average Loss = 152.67:  42%|████▏     | 10465/25000 [03:21<04:22, 55.30it/s]
Average Loss = 152.67:  42%|████▏     | 10471/25000 [03:21<04:22, 55.38it/s]
Average Loss = 152.67:  42%|████▏     | 10477/25000 [03:21<04:21, 55.45it/s]
Average Loss = 152.78:  42%|████▏     | 10477/25000 [03:21<04:21, 55.45it/s]
Average Loss = 152.78:  42%|████▏     | 10477/25000 [03:21<04:21, 55.45it/s]
Average Loss = 152.78:  42%|████▏     | 10483/25000 [03:21<04:21, 55.42it/s]
Average Loss = 152.78:  42%|████▏     | 10489/25000 [03:21<04:21, 55.53it/s]
Average Loss = 152.57:  42%|████▏     | 10489/25000 [03:21<04:21, 55.53it/s]
Average Loss = 152.57:  42%|████▏     | 10489/25000 [03:21<04:21, 55.53it/s]
Average Loss = 152.57:  42%|████▏     | 10495/25000 [03:21<04:21, 55.53it/s]
Average Loss = 152.29:  42%|████▏     | 10495/25000 [03:22<04:21, 55.53it/s]
Average Loss = 152.29:  42%|████▏     | 10495/25000 [03:22<04:21, 55.53it/s]
Average Loss = 152.29:  42%|████▏     | 10501/25000 [03:22<04:21, 55.49it/s]
Average Loss = 152.29:  42%|████▏     | 10507/25000 [03:22<04:21, 55.49it/s]
Average Loss = 152.14:  42%|████▏     | 10507/25000 [03:22<04:21, 55.49it/s]
Average Loss = 152.14:  42%|████▏     | 10507/25000 [03:22<04:21, 55.49it/s]
Average Loss = 152.14:  42%|████▏     | 10513/25000 [03:22<04:21, 55.42it/s]
Average Loss = 152.14:  42%|████▏     | 10519/25000 [03:22<04:24, 54.85it/s]
Average Loss = 151.96:  42%|████▏     | 10519/25000 [03:22<04:24, 54.85it/s]
Average Loss = 151.96:  42%|████▏     | 10519/25000 [03:22<04:24, 54.85it/s]
Average Loss = 151.96:  42%|████▏     | 10525/25000 [03:22<04:23, 54.97it/s]
Average Loss = 151.76:  42%|████▏     | 10525/25000 [03:22<04:23, 54.97it/s]
Average Loss = 151.76:  42%|████▏     | 10525/25000 [03:22<04:23, 54.97it/s]
Average Loss = 151.76:  42%|████▏     | 10531/25000 [03:22<04:22, 55.09it/s]
Average Loss = 151.76:  42%|████▏     | 10537/25000 [03:22<04:22, 55.17it/s]
Average Loss = 151.45:  42%|████▏     | 10537/25000 [03:22<04:22, 55.17it/s]
Average Loss = 151.45:  42%|████▏     | 10537/25000 [03:22<04:22, 55.17it/s]
Average Loss = 151.45:  42%|████▏     | 10543/25000 [03:22<04:22, 55.18it/s]
Average Loss = 151.45:  42%|████▏     | 10549/25000 [03:22<04:21, 55.32it/s]
Average Loss = 151.21:  42%|████▏     | 10549/25000 [03:22<04:21, 55.32it/s]
Average Loss = 151.21:  42%|████▏     | 10549/25000 [03:22<04:21, 55.32it/s]
Average Loss = 151.21:  42%|████▏     | 10555/25000 [03:23<04:21, 55.28it/s]
Average Loss = 151.09:  42%|████▏     | 10555/25000 [03:23<04:21, 55.28it/s]
Average Loss = 151.09:  42%|████▏     | 10555/25000 [03:23<04:21, 55.28it/s]
Average Loss = 151.09:  42%|████▏     | 10561/25000 [03:23<04:21, 55.31it/s]
Average Loss = 151.09:  42%|████▏     | 10567/25000 [03:23<04:21, 55.26it/s]
Average Loss = 150.6:  42%|████▏     | 10567/25000 [03:23<04:21, 55.26it/s] 
Average Loss = 150.6:  42%|████▏     | 10567/25000 [03:23<04:21, 55.26it/s]
Average Loss = 150.6:  42%|████▏     | 10573/25000 [03:23<04:21, 55.20it/s]
Average Loss = 150.6:  42%|████▏     | 10579/25000 [03:23<04:20, 55.31it/s]
Average Loss = 150.2:  42%|████▏     | 10579/25000 [03:23<04:20, 55.31it/s]
Average Loss = 150.2:  42%|████▏     | 10579/25000 [03:23<04:20, 55.31it/s]
Average Loss = 150.2:  42%|████▏     | 10585/25000 [03:23<04:20, 55.26it/s]
Average Loss = 149.95:  42%|████▏     | 10585/25000 [03:23<04:20, 55.26it/s]
Average Loss = 149.95:  42%|████▏     | 10585/25000 [03:23<04:20, 55.26it/s]
Average Loss = 149.95:  42%|████▏     | 10591/25000 [03:23<04:20, 55.32it/s]
Average Loss = 149.95:  42%|████▏     | 10597/25000 [03:23<04:20, 55.25it/s]
Average Loss = 149.52:  42%|████▏     | 10597/25000 [03:23<04:20, 55.25it/s]
Average Loss = 149.52:  42%|████▏     | 10597/25000 [03:23<04:20, 55.25it/s]
Average Loss = 149.52:  42%|████▏     | 10603/25000 [03:23<04:20, 55.19it/s]
Average Loss = 149.52:  42%|████▏     | 10609/25000 [03:24<04:19, 55.39it/s]
Average Loss = 149.46:  42%|████▏     | 10609/25000 [03:24<04:19, 55.39it/s]
Average Loss = 149.46:  42%|████▏     | 10609/25000 [03:24<04:19, 55.39it/s]
Average Loss = 149.46:  42%|████▏     | 10615/25000 [03:24<04:19, 55.44it/s]
Average Loss = 149.12:  42%|████▏     | 10615/25000 [03:24<04:19, 55.44it/s]
Average Loss = 149.12:  42%|████▏     | 10615/25000 [03:24<04:19, 55.44it/s]
Average Loss = 149.12:  42%|████▏     | 10621/25000 [03:24<04:19, 55.47it/s]
Average Loss = 149.12:  43%|████▎     | 10627/25000 [03:24<04:19, 55.41it/s]
Average Loss = 148.82:  43%|████▎     | 10627/25000 [03:24<04:19, 55.41it/s]
Average Loss = 148.82:  43%|████▎     | 10627/25000 [03:24<04:19, 55.41it/s]
Average Loss = 148.82:  43%|████▎     | 10633/25000 [03:24<04:21, 55.04it/s]
Average Loss = 148.82:  43%|████▎     | 10639/25000 [03:24<04:20, 55.15it/s]
Average Loss = 148.63:  43%|████▎     | 10639/25000 [03:24<04:20, 55.15it/s]
Average Loss = 148.63:  43%|████▎     | 10639/25000 [03:24<04:20, 55.15it/s]
Average Loss = 148.63:  43%|████▎     | 10645/25000 [03:24<04:19, 55.22it/s]
Average Loss = 148.44:  43%|████▎     | 10645/25000 [03:24<04:19, 55.22it/s]
Average Loss = 148.44:  43%|████▎     | 10645/25000 [03:24<04:19, 55.22it/s]
Average Loss = 148.44:  43%|████▎     | 10651/25000 [03:24<04:19, 55.32it/s]
Average Loss = 148.44:  43%|████▎     | 10657/25000 [03:24<04:19, 55.37it/s]
Average Loss = 148.07:  43%|████▎     | 10657/25000 [03:24<04:19, 55.37it/s]
Average Loss = 148.07:  43%|████▎     | 10657/25000 [03:24<04:19, 55.37it/s]
Average Loss = 148.07:  43%|████▎     | 10663/25000 [03:24<04:19, 55.35it/s]
Average Loss = 148.07:  43%|████▎     | 10669/25000 [03:25<04:18, 55.39it/s]
Average Loss = 147.69:  43%|████▎     | 10669/25000 [03:25<04:18, 55.39it/s]
Average Loss = 147.69:  43%|████▎     | 10669/25000 [03:25<04:18, 55.39it/s]
Average Loss = 147.69:  43%|████▎     | 10675/25000 [03:25<04:18, 55.42it/s]
Average Loss = 147.26:  43%|████▎     | 10675/25000 [03:25<04:18, 55.42it/s]
Average Loss = 147.26:  43%|████▎     | 10675/25000 [03:25<04:18, 55.42it/s]
Average Loss = 147.26:  43%|████▎     | 10681/25000 [03:25<04:18, 55.43it/s]
Average Loss = 147.26:  43%|████▎     | 10687/25000 [03:25<04:18, 55.37it/s]
Average Loss = 147.08:  43%|████▎     | 10687/25000 [03:25<04:18, 55.37it/s]
Average Loss = 147.08:  43%|████▎     | 10687/25000 [03:25<04:18, 55.37it/s]
Average Loss = 147.08:  43%|████▎     | 10693/25000 [03:25<04:18, 55.35it/s]
Average Loss = 147.08:  43%|████▎     | 10699/25000 [03:25<04:18, 55.41it/s]
Average Loss = 147.07:  43%|████▎     | 10699/25000 [03:25<04:18, 55.41it/s]
Average Loss = 147.07:  43%|████▎     | 10699/25000 [03:25<04:18, 55.41it/s]
Average Loss = 147.07:  43%|████▎     | 10705/25000 [03:25<04:18, 55.33it/s]
Average Loss = 146.87:  43%|████▎     | 10705/25000 [03:25<04:18, 55.33it/s]
Average Loss = 146.87:  43%|████▎     | 10705/25000 [03:25<04:18, 55.33it/s]
Average Loss = 146.87:  43%|████▎     | 10711/25000 [03:25<04:18, 55.26it/s]
Average Loss = 146.87:  43%|████▎     | 10717/25000 [03:25<04:18, 55.33it/s]
Average Loss = 146.55:  43%|████▎     | 10717/25000 [03:26<04:18, 55.33it/s]
Average Loss = 146.55:  43%|████▎     | 10717/25000 [03:26<04:18, 55.33it/s]
Average Loss = 146.55:  43%|████▎     | 10723/25000 [03:26<04:18, 55.31it/s]
Average Loss = 146.55:  43%|████▎     | 10729/25000 [03:26<04:17, 55.48it/s]
Average Loss = 146.31:  43%|████▎     | 10729/25000 [03:26<04:17, 55.48it/s]
Average Loss = 146.31:  43%|████▎     | 10729/25000 [03:26<04:17, 55.48it/s]
Average Loss = 146.31:  43%|████▎     | 10735/25000 [03:26<04:17, 55.40it/s]
Average Loss = 145.95:  43%|████▎     | 10735/25000 [03:26<04:17, 55.40it/s]
Average Loss = 145.95:  43%|████▎     | 10735/25000 [03:26<04:17, 55.40it/s]
Average Loss = 145.95:  43%|████▎     | 10741/25000 [03:26<04:18, 55.10it/s]
Average Loss = 145.95:  43%|████▎     | 10747/25000 [03:26<04:18, 55.10it/s]
Average Loss = 145.58:  43%|████▎     | 10747/25000 [03:26<04:18, 55.10it/s]
Average Loss = 145.58:  43%|████▎     | 10747/25000 [03:26<04:18, 55.10it/s]
Average Loss = 145.58:  43%|████▎     | 10753/25000 [03:26<04:18, 55.09it/s]
Average Loss = 145.58:  43%|████▎     | 10759/25000 [03:26<04:17, 55.25it/s]
Average Loss = 145.47:  43%|████▎     | 10759/25000 [03:26<04:17, 55.25it/s]
Average Loss = 145.47:  43%|████▎     | 10759/25000 [03:26<04:17, 55.25it/s]
Average Loss = 145.47:  43%|████▎     | 10765/25000 [03:26<04:17, 55.20it/s]
Average Loss = 145.7:  43%|████▎     | 10765/25000 [03:26<04:17, 55.20it/s] 
Average Loss = 145.7:  43%|████▎     | 10765/25000 [03:26<04:17, 55.20it/s]
Average Loss = 145.7:  43%|████▎     | 10771/25000 [03:26<04:17, 55.24it/s]
Average Loss = 145.7:  43%|████▎     | 10777/25000 [03:27<04:17, 55.23it/s]
Average Loss = 145.53:  43%|████▎     | 10777/25000 [03:27<04:17, 55.23it/s]
Average Loss = 145.53:  43%|████▎     | 10777/25000 [03:27<04:17, 55.23it/s]
Average Loss = 145.53:  43%|████▎     | 10783/25000 [03:27<04:17, 55.18it/s]
Average Loss = 145.53:  43%|████▎     | 10789/25000 [03:27<04:47, 49.43it/s]
Average Loss = 145.41:  43%|████▎     | 10789/25000 [03:27<04:47, 49.43it/s]
Average Loss = 145.41:  43%|████▎     | 10789/25000 [03:27<04:47, 49.43it/s]
Average Loss = 145.41:  43%|████▎     | 10795/25000 [03:27<04:54, 48.18it/s]
Average Loss = 145.07:  43%|████▎     | 10795/25000 [03:27<04:54, 48.18it/s]
Average Loss = 145.07:  43%|████▎     | 10795/25000 [03:27<04:54, 48.18it/s]
Average Loss = 145.07:  43%|████▎     | 10801/25000 [03:27<04:43, 50.13it/s]
Average Loss = 145.07:  43%|████▎     | 10807/25000 [03:27<05:05, 46.48it/s]
Average Loss = 144.75:  43%|████▎     | 10807/25000 [03:27<05:05, 46.48it/s]
Average Loss = 144.75:  43%|████▎     | 10807/25000 [03:27<05:05, 46.48it/s]
Average Loss = 144.75:  43%|████▎     | 10812/25000 [03:27<05:23, 43.82it/s]
Average Loss = 144.75:  43%|████▎     | 10818/25000 [03:27<05:02, 46.89it/s]
Average Loss = 144.44:  43%|████▎     | 10818/25000 [03:27<05:02, 46.89it/s]
Average Loss = 144.44:  43%|████▎     | 10818/25000 [03:27<05:02, 46.89it/s]
Average Loss = 144.44:  43%|████▎     | 10824/25000 [03:28<04:57, 47.61it/s]
Average Loss = 144.44:  43%|████▎     | 10829/25000 [03:28<05:23, 43.82it/s]
Average Loss = 144.19:  43%|████▎     | 10829/25000 [03:28<05:23, 43.82it/s]
Average Loss = 144.19:  43%|████▎     | 10829/25000 [03:28<05:23, 43.82it/s]
Average Loss = 144.19:  43%|████▎     | 10835/25000 [03:28<05:04, 46.59it/s]
Average Loss = 143.89:  43%|████▎     | 10835/25000 [03:28<05:04, 46.59it/s]
Average Loss = 143.89:  43%|████▎     | 10835/25000 [03:28<05:04, 46.59it/s]
Average Loss = 143.89:  43%|████▎     | 10841/25000 [03:28<04:51, 48.53it/s]
Average Loss = 143.89:  43%|████▎     | 10846/25000 [03:28<05:23, 43.72it/s]
Average Loss = 143.51:  43%|████▎     | 10846/25000 [03:28<05:23, 43.72it/s]
Average Loss = 143.51:  43%|████▎     | 10846/25000 [03:28<05:23, 43.72it/s]
Average Loss = 143.51:  43%|████▎     | 10851/25000 [03:28<05:12, 45.34it/s]
Average Loss = 143.51:  43%|████▎     | 10857/25000 [03:28<04:55, 47.93it/s]
Average Loss = 143.31:  43%|████▎     | 10857/25000 [03:28<04:55, 47.93it/s]
Average Loss = 143.31:  43%|████▎     | 10857/25000 [03:28<04:55, 47.93it/s]
Average Loss = 143.31:  43%|████▎     | 10862/25000 [03:28<05:12, 45.28it/s]
Average Loss = 143.31:  43%|████▎     | 10867/25000 [03:29<05:33, 42.41it/s]
Average Loss = 143.24:  43%|████▎     | 10867/25000 [03:29<05:33, 42.41it/s]
Average Loss = 143.24:  43%|████▎     | 10867/25000 [03:29<05:33, 42.41it/s]
Average Loss = 143.24:  43%|████▎     | 10873/25000 [03:29<05:10, 45.49it/s]
Average Loss = 143.24:  44%|████▎     | 10878/25000 [03:29<05:11, 45.34it/s]
Average Loss = 143.27:  44%|████▎     | 10878/25000 [03:29<05:11, 45.34it/s]
Average Loss = 143.27:  44%|████▎     | 10878/25000 [03:29<05:11, 45.34it/s]
Average Loss = 143.27:  44%|████▎     | 10884/25000 [03:29<04:54, 47.87it/s]
Average Loss = 143.27:  44%|████▎     | 10890/25000 [03:29<04:44, 49.67it/s]
Average Loss = 142.72:  44%|████▎     | 10890/25000 [03:29<04:44, 49.67it/s]
Average Loss = 142.72:  44%|████▎     | 10890/25000 [03:29<04:44, 49.67it/s]
Average Loss = 142.72:  44%|████▎     | 10896/25000 [03:29<04:40, 50.29it/s]
Average Loss = 142.44:  44%|████▎     | 10896/25000 [03:29<04:40, 50.29it/s]
Average Loss = 142.44:  44%|████▎     | 10896/25000 [03:29<04:40, 50.29it/s]
Average Loss = 142.44:  44%|████▎     | 10902/25000 [03:29<04:32, 51.75it/s]
Average Loss = 142.44:  44%|████▎     | 10908/25000 [03:29<04:28, 52.52it/s]
Average Loss = 141.75:  44%|████▎     | 10908/25000 [03:29<04:28, 52.52it/s]
Average Loss = 141.75:  44%|████▎     | 10908/25000 [03:29<04:28, 52.52it/s]
Average Loss = 141.75:  44%|████▎     | 10914/25000 [03:29<04:26, 52.78it/s]
Average Loss = 141.75:  44%|████▎     | 10920/25000 [03:30<04:22, 53.61it/s]
Average Loss = 141.39:  44%|████▎     | 10920/25000 [03:30<04:22, 53.61it/s]
Average Loss = 141.39:  44%|████▎     | 10920/25000 [03:30<04:22, 53.61it/s]
Average Loss = 141.39:  44%|████▎     | 10926/25000 [03:30<04:20, 54.07it/s]
Average Loss = 141.27:  44%|████▎     | 10926/25000 [03:30<04:20, 54.07it/s]
Average Loss = 141.27:  44%|████▎     | 10926/25000 [03:30<04:20, 54.07it/s]
Average Loss = 141.27:  44%|████▎     | 10932/25000 [03:30<04:18, 54.48it/s]
Average Loss = 141.27:  44%|████▍     | 10938/25000 [03:30<04:16, 54.88it/s]
Average Loss = 141.25:  44%|████▍     | 10938/25000 [03:30<04:16, 54.88it/s]
Average Loss = 141.25:  44%|████▍     | 10938/25000 [03:30<04:16, 54.88it/s]
Average Loss = 141.25:  44%|████▍     | 10944/25000 [03:30<04:18, 54.41it/s]
Average Loss = 141.25:  44%|████▍     | 10950/25000 [03:30<04:16, 54.81it/s]
Average Loss = 140.97:  44%|████▍     | 10950/25000 [03:30<04:16, 54.81it/s]
Average Loss = 140.97:  44%|████▍     | 10950/25000 [03:30<04:16, 54.81it/s]
Average Loss = 140.97:  44%|████▍     | 10956/25000 [03:30<04:15, 54.91it/s]
Average Loss = 140.61:  44%|████▍     | 10956/25000 [03:30<04:15, 54.91it/s]
Average Loss = 140.61:  44%|████▍     | 10956/25000 [03:30<04:15, 54.91it/s]
Average Loss = 140.61:  44%|████▍     | 10962/25000 [03:30<04:14, 55.09it/s]
Average Loss = 140.61:  44%|████▍     | 10968/25000 [03:30<04:14, 55.22it/s]
Average Loss = 140.54:  44%|████▍     | 10968/25000 [03:30<04:14, 55.22it/s]
Average Loss = 140.54:  44%|████▍     | 10968/25000 [03:30<04:14, 55.22it/s]
Average Loss = 140.54:  44%|████▍     | 10974/25000 [03:30<04:13, 55.31it/s]
Average Loss = 140.54:  44%|████▍     | 10980/25000 [03:31<04:12, 55.47it/s]
Average Loss = 140.31:  44%|████▍     | 10980/25000 [03:31<04:12, 55.47it/s]
Average Loss = 140.31:  44%|████▍     | 10980/25000 [03:31<04:12, 55.47it/s]
Average Loss = 140.31:  44%|████▍     | 10986/25000 [03:31<04:12, 55.53it/s]
Average Loss = 139.88:  44%|████▍     | 10986/25000 [03:31<04:12, 55.53it/s]
Average Loss = 139.88:  44%|████▍     | 10986/25000 [03:31<04:12, 55.53it/s]
Average Loss = 139.88:  44%|████▍     | 10992/25000 [03:31<04:12, 55.43it/s]
Average Loss = 139.88:  44%|████▍     | 10998/25000 [03:31<04:12, 55.56it/s]
Average Loss = 139.54:  44%|████▍     | 10998/25000 [03:31<04:12, 55.56it/s]
Average Loss = 139.54:  44%|████▍     | 10998/25000 [03:31<04:12, 55.56it/s]
Average Loss = 139.54:  44%|████▍     | 11004/25000 [03:31<04:12, 55.48it/s]
Average Loss = 139.54:  44%|████▍     | 11010/25000 [03:31<04:12, 55.51it/s]
Average Loss = 139.04:  44%|████▍     | 11010/25000 [03:31<04:12, 55.51it/s]
Average Loss = 139.04:  44%|████▍     | 11010/25000 [03:31<04:12, 55.51it/s]
Average Loss = 139.04:  44%|████▍     | 11016/25000 [03:31<04:12, 55.43it/s]
Average Loss = 138.12:  44%|████▍     | 11016/25000 [03:31<04:12, 55.43it/s]
Average Loss = 138.12:  44%|████▍     | 11016/25000 [03:31<04:12, 55.43it/s]
Average Loss = 138.12:  44%|████▍     | 11022/25000 [03:31<04:11, 55.49it/s]
Average Loss = 138.12:  44%|████▍     | 11028/25000 [03:31<04:12, 55.42it/s]
Average Loss = 137.76:  44%|████▍     | 11028/25000 [03:32<04:12, 55.42it/s]
Average Loss = 137.76:  44%|████▍     | 11028/25000 [03:32<04:12, 55.42it/s]
Average Loss = 137.76:  44%|████▍     | 11034/25000 [03:32<04:12, 55.41it/s]
Average Loss = 137.76:  44%|████▍     | 11040/25000 [03:32<04:11, 55.41it/s]
Average Loss = 137.66:  44%|████▍     | 11040/25000 [03:32<04:11, 55.41it/s]
Average Loss = 137.66:  44%|████▍     | 11040/25000 [03:32<04:11, 55.41it/s]
Average Loss = 137.66:  44%|████▍     | 11046/25000 [03:32<04:11, 55.39it/s]
Average Loss = 137.62:  44%|████▍     | 11046/25000 [03:32<04:11, 55.39it/s]
Average Loss = 137.62:  44%|████▍     | 11046/25000 [03:32<04:11, 55.39it/s]
Average Loss = 137.62:  44%|████▍     | 11052/25000 [03:32<04:12, 55.19it/s]
Average Loss = 137.62:  44%|████▍     | 11058/25000 [03:32<04:11, 55.33it/s]
Average Loss = 137.26:  44%|████▍     | 11058/25000 [03:32<04:11, 55.33it/s]
Average Loss = 137.26:  44%|████▍     | 11058/25000 [03:32<04:11, 55.33it/s]
Average Loss = 137.26:  44%|████▍     | 11064/25000 [03:32<04:11, 55.31it/s]
Average Loss = 137.26:  44%|████▍     | 11070/25000 [03:32<04:11, 55.46it/s]
Average Loss = 136.98:  44%|████▍     | 11070/25000 [03:32<04:11, 55.46it/s]
Average Loss = 136.98:  44%|████▍     | 11070/25000 [03:32<04:11, 55.46it/s]
Average Loss = 136.98:  44%|████▍     | 11076/25000 [03:32<04:10, 55.51it/s]
Average Loss = 136.88:  44%|████▍     | 11076/25000 [03:32<04:10, 55.51it/s]
Average Loss = 136.88:  44%|████▍     | 11076/25000 [03:32<04:10, 55.51it/s]
Average Loss = 136.88:  44%|████▍     | 11082/25000 [03:32<04:10, 55.46it/s]
Average Loss = 136.88:  44%|████▍     | 11088/25000 [03:33<04:10, 55.54it/s]
Average Loss = 136.66:  44%|████▍     | 11088/25000 [03:33<04:10, 55.54it/s]
Average Loss = 136.66:  44%|████▍     | 11088/25000 [03:33<04:10, 55.54it/s]
Average Loss = 136.66:  44%|████▍     | 11094/25000 [03:33<04:10, 55.44it/s]
Average Loss = 136.66:  44%|████▍     | 11100/25000 [03:33<04:10, 55.48it/s]
Average Loss = 136.37:  44%|████▍     | 11100/25000 [03:33<04:10, 55.48it/s]
Average Loss = 136.37:  44%|████▍     | 11100/25000 [03:33<04:10, 55.48it/s]
Average Loss = 136.37:  44%|████▍     | 11106/25000 [03:33<04:10, 55.51it/s]
Average Loss = 136.17:  44%|████▍     | 11106/25000 [03:33<04:10, 55.51it/s]
Average Loss = 136.17:  44%|████▍     | 11106/25000 [03:33<04:10, 55.51it/s]
Average Loss = 136.17:  44%|████▍     | 11112/25000 [03:33<04:10, 55.52it/s]
Average Loss = 136.17:  44%|████▍     | 11118/25000 [03:33<04:09, 55.62it/s]
Average Loss = 136.15:  44%|████▍     | 11118/25000 [03:33<04:09, 55.62it/s]
Average Loss = 136.15:  44%|████▍     | 11118/25000 [03:33<04:09, 55.62it/s]
Average Loss = 136.15:  44%|████▍     | 11124/25000 [03:33<04:09, 55.60it/s]
Average Loss = 136.15:  45%|████▍     | 11130/25000 [03:33<04:09, 55.69it/s]
Average Loss = 135.73:  45%|████▍     | 11130/25000 [03:33<04:09, 55.69it/s]
Average Loss = 135.73:  45%|████▍     | 11130/25000 [03:33<04:09, 55.69it/s]
Average Loss = 135.73:  45%|████▍     | 11136/25000 [03:33<04:09, 55.56it/s]
Average Loss = 135.87:  45%|████▍     | 11136/25000 [03:34<04:09, 55.56it/s]
Average Loss = 135.87:  45%|████▍     | 11136/25000 [03:34<04:09, 55.56it/s]
Average Loss = 135.87:  45%|████▍     | 11142/25000 [03:34<04:09, 55.46it/s]
Average Loss = 135.87:  45%|████▍     | 11148/25000 [03:34<04:09, 55.58it/s]
Average Loss = 135.79:  45%|████▍     | 11148/25000 [03:34<04:09, 55.58it/s]
Average Loss = 135.79:  45%|████▍     | 11148/25000 [03:34<04:09, 55.58it/s]
Average Loss = 135.79:  45%|████▍     | 11154/25000 [03:34<04:09, 55.49it/s]
Average Loss = 135.79:  45%|████▍     | 11160/25000 [03:34<04:08, 55.59it/s]
Average Loss = 135.59:  45%|████▍     | 11160/25000 [03:34<04:08, 55.59it/s]
Average Loss = 135.59:  45%|████▍     | 11160/25000 [03:34<04:08, 55.59it/s]
Average Loss = 135.59:  45%|████▍     | 11166/25000 [03:34<04:10, 55.29it/s]
Average Loss = 135.87:  45%|████▍     | 11166/25000 [03:34<04:10, 55.29it/s]
Average Loss = 135.87:  45%|████▍     | 11166/25000 [03:34<04:10, 55.29it/s]
Average Loss = 135.87:  45%|████▍     | 11172/25000 [03:34<04:09, 55.33it/s]
Average Loss = 135.87:  45%|████▍     | 11178/25000 [03:34<04:08, 55.56it/s]
Average Loss = 135.66:  45%|████▍     | 11178/25000 [03:34<04:08, 55.56it/s]
Average Loss = 135.66:  45%|████▍     | 11178/25000 [03:34<04:08, 55.56it/s]
Average Loss = 135.66:  45%|████▍     | 11184/25000 [03:34<04:08, 55.58it/s]
Average Loss = 135.66:  45%|████▍     | 11190/25000 [03:34<04:08, 55.64it/s]
Average Loss = 135.33:  45%|████▍     | 11190/25000 [03:34<04:08, 55.64it/s]
Average Loss = 135.33:  45%|████▍     | 11190/25000 [03:34<04:08, 55.64it/s]
Average Loss = 135.33:  45%|████▍     | 11196/25000 [03:34<04:08, 55.60it/s]
Average Loss = 134.79:  45%|████▍     | 11196/25000 [03:35<04:08, 55.60it/s]
Average Loss = 134.79:  45%|████▍     | 11196/25000 [03:35<04:08, 55.60it/s]
Average Loss = 134.79:  45%|████▍     | 11202/25000 [03:35<04:08, 55.60it/s]
Average Loss = 134.79:  45%|████▍     | 11208/25000 [03:35<04:08, 55.59it/s]
Average Loss = 134.5:  45%|████▍     | 11208/25000 [03:35<04:08, 55.59it/s] 
Average Loss = 134.5:  45%|████▍     | 11208/25000 [03:35<04:08, 55.59it/s]
Average Loss = 134.5:  45%|████▍     | 11214/25000 [03:35<04:07, 55.64it/s]
Average Loss = 134.5:  45%|████▍     | 11220/25000 [03:35<04:07, 55.77it/s]
Average Loss = 134.15:  45%|████▍     | 11220/25000 [03:35<04:07, 55.77it/s]
Average Loss = 134.15:  45%|████▍     | 11220/25000 [03:35<04:07, 55.77it/s]
Average Loss = 134.15:  45%|████▍     | 11226/25000 [03:35<04:07, 55.73it/s]
Average Loss = 134.18:  45%|████▍     | 11226/25000 [03:35<04:07, 55.73it/s]
Average Loss = 134.18:  45%|████▍     | 11226/25000 [03:35<04:07, 55.73it/s]
Average Loss = 134.18:  45%|████▍     | 11232/25000 [03:35<04:07, 55.71it/s]
Average Loss = 134.18:  45%|████▍     | 11238/25000 [03:35<04:06, 55.78it/s]
Average Loss = 133.78:  45%|████▍     | 11238/25000 [03:35<04:06, 55.78it/s]
Average Loss = 133.78:  45%|████▍     | 11238/25000 [03:35<04:06, 55.78it/s]
Average Loss = 133.78:  45%|████▍     | 11244/25000 [03:35<04:06, 55.72it/s]
Average Loss = 133.78:  45%|████▌     | 11250/25000 [03:35<04:07, 55.65it/s]
Average Loss = 133.31:  45%|████▌     | 11250/25000 [03:35<04:07, 55.65it/s]
Average Loss = 133.31:  45%|████▌     | 11250/25000 [03:35<04:07, 55.65it/s]
Average Loss = 133.31:  45%|████▌     | 11256/25000 [03:36<04:07, 55.57it/s]
Average Loss = 133.15:  45%|████▌     | 11256/25000 [03:36<04:07, 55.57it/s]
Average Loss = 133.15:  45%|████▌     | 11256/25000 [03:36<04:07, 55.57it/s]
Average Loss = 133.15:  45%|████▌     | 11262/25000 [03:36<04:07, 55.61it/s]
Average Loss = 133.15:  45%|████▌     | 11268/25000 [03:36<04:06, 55.63it/s]
Average Loss = 132.68:  45%|████▌     | 11268/25000 [03:36<04:06, 55.63it/s]
Average Loss = 132.68:  45%|████▌     | 11268/25000 [03:36<04:06, 55.63it/s]
Average Loss = 132.68:  45%|████▌     | 11274/25000 [03:36<04:09, 54.99it/s]
Average Loss = 132.68:  45%|████▌     | 11280/25000 [03:36<04:08, 55.19it/s]
Average Loss = 132.4:  45%|████▌     | 11280/25000 [03:36<04:08, 55.19it/s] 
Average Loss = 132.4:  45%|████▌     | 11280/25000 [03:36<04:08, 55.19it/s]
Average Loss = 132.4:  45%|████▌     | 11286/25000 [03:36<04:07, 55.32it/s]
Average Loss = 132.08:  45%|████▌     | 11286/25000 [03:36<04:07, 55.32it/s]
Average Loss = 132.08:  45%|████▌     | 11286/25000 [03:36<04:07, 55.32it/s]
Average Loss = 132.08:  45%|████▌     | 11292/25000 [03:36<04:13, 53.97it/s]
Average Loss = 132.08:  45%|████▌     | 11298/25000 [03:36<04:11, 54.45it/s]
Average Loss = 131.89:  45%|████▌     | 11298/25000 [03:36<04:11, 54.45it/s]
Average Loss = 131.89:  45%|████▌     | 11298/25000 [03:36<04:11, 54.45it/s]
Average Loss = 131.89:  45%|████▌     | 11304/25000 [03:36<04:12, 54.24it/s]
Average Loss = 131.89:  45%|████▌     | 11310/25000 [03:37<04:10, 54.72it/s]
Average Loss = 131.63:  45%|████▌     | 11310/25000 [03:37<04:10, 54.72it/s]
Average Loss = 131.63:  45%|████▌     | 11310/25000 [03:37<04:10, 54.72it/s]
Average Loss = 131.63:  45%|████▌     | 11316/25000 [03:37<04:11, 54.40it/s]
Average Loss = 131.43:  45%|████▌     | 11316/25000 [03:37<04:11, 54.40it/s]
Average Loss = 131.43:  45%|████▌     | 11316/25000 [03:37<04:11, 54.40it/s]
Average Loss = 131.43:  45%|████▌     | 11322/25000 [03:37<04:10, 54.71it/s]
Average Loss = 131.43:  45%|████▌     | 11328/25000 [03:37<04:10, 54.54it/s]
Average Loss = 131.32:  45%|████▌     | 11328/25000 [03:37<04:10, 54.54it/s]
Average Loss = 131.32:  45%|████▌     | 11328/25000 [03:37<04:10, 54.54it/s]
Average Loss = 131.32:  45%|████▌     | 11334/25000 [03:37<04:09, 54.79it/s]
Average Loss = 131.32:  45%|████▌     | 11340/25000 [03:37<04:07, 55.12it/s]
Average Loss = 131.23:  45%|████▌     | 11340/25000 [03:37<04:07, 55.12it/s]
Average Loss = 131.23:  45%|████▌     | 11340/25000 [03:37<04:07, 55.12it/s]
Average Loss = 131.23:  45%|████▌     | 11346/25000 [03:37<04:07, 55.25it/s]
Average Loss = 130.62:  45%|████▌     | 11346/25000 [03:37<04:07, 55.25it/s]
Average Loss = 130.62:  45%|████▌     | 11346/25000 [03:37<04:07, 55.25it/s]
Average Loss = 130.62:  45%|████▌     | 11352/25000 [03:37<04:06, 55.32it/s]
Average Loss = 130.62:  45%|████▌     | 11358/25000 [03:37<04:06, 55.38it/s]
Average Loss = 130.59:  45%|████▌     | 11358/25000 [03:37<04:06, 55.38it/s]
Average Loss = 130.59:  45%|████▌     | 11358/25000 [03:37<04:06, 55.38it/s]
Average Loss = 130.59:  45%|████▌     | 11364/25000 [03:38<04:06, 55.26it/s]
Average Loss = 130.59:  45%|████▌     | 11370/25000 [03:38<04:05, 55.42it/s]
Average Loss = 130.16:  45%|████▌     | 11370/25000 [03:38<04:05, 55.42it/s]
Average Loss = 130.16:  45%|████▌     | 11370/25000 [03:38<04:05, 55.42it/s]
Average Loss = 130.16:  46%|████▌     | 11376/25000 [03:38<04:05, 55.39it/s]
Average Loss = 129.99:  46%|████▌     | 11376/25000 [03:38<04:05, 55.39it/s]
Average Loss = 129.99:  46%|████▌     | 11376/25000 [03:38<04:05, 55.39it/s]
Average Loss = 129.99:  46%|████▌     | 11382/25000 [03:38<04:07, 55.11it/s]
Average Loss = 129.99:  46%|████▌     | 11388/25000 [03:38<04:06, 55.30it/s]
Average Loss = 129.79:  46%|████▌     | 11388/25000 [03:38<04:06, 55.30it/s]
Average Loss = 129.79:  46%|████▌     | 11388/25000 [03:38<04:06, 55.30it/s]
Average Loss = 129.79:  46%|████▌     | 11394/25000 [03:38<04:06, 55.28it/s]
Average Loss = 129.79:  46%|████▌     | 11400/25000 [03:38<04:05, 55.50it/s]
Average Loss = 129.81:  46%|████▌     | 11400/25000 [03:38<04:05, 55.50it/s]
Average Loss = 129.81:  46%|████▌     | 11400/25000 [03:38<04:05, 55.50it/s]
Average Loss = 129.81:  46%|████▌     | 11406/25000 [03:38<04:05, 55.44it/s]
Average Loss = 129.47:  46%|████▌     | 11406/25000 [03:38<04:05, 55.44it/s]
Average Loss = 129.47:  46%|████▌     | 11406/25000 [03:38<04:05, 55.44it/s]
Average Loss = 129.47:  46%|████▌     | 11412/25000 [03:38<04:05, 55.38it/s]
Average Loss = 129.47:  46%|████▌     | 11418/25000 [03:39<04:04, 55.52it/s]
Average Loss = 129.25:  46%|████▌     | 11418/25000 [03:39<04:04, 55.52it/s]
Average Loss = 129.25:  46%|████▌     | 11418/25000 [03:39<04:04, 55.52it/s]
Average Loss = 129.25:  46%|████▌     | 11424/25000 [03:39<04:04, 55.51it/s]
Average Loss = 129.25:  46%|████▌     | 11430/25000 [03:39<04:04, 55.58it/s]
Average Loss = 128.93:  46%|████▌     | 11430/25000 [03:39<04:04, 55.58it/s]
Average Loss = 128.93:  46%|████▌     | 11430/25000 [03:39<04:04, 55.58it/s]
Average Loss = 128.93:  46%|████▌     | 11436/25000 [03:39<04:04, 55.53it/s]
Average Loss = 128.53:  46%|████▌     | 11436/25000 [03:39<04:04, 55.53it/s]
Average Loss = 128.53:  46%|████▌     | 11436/25000 [03:39<04:04, 55.53it/s]
Average Loss = 128.53:  46%|████▌     | 11442/25000 [03:39<04:04, 55.53it/s]
Average Loss = 128.53:  46%|████▌     | 11448/25000 [03:39<04:04, 55.54it/s]
Average Loss = 128.3:  46%|████▌     | 11448/25000 [03:39<04:04, 55.54it/s] 
Average Loss = 128.3:  46%|████▌     | 11448/25000 [03:39<04:04, 55.54it/s]
Average Loss = 128.3:  46%|████▌     | 11454/25000 [03:39<04:03, 55.52it/s]
Average Loss = 128.3:  46%|████▌     | 11460/25000 [03:39<04:03, 55.63it/s]
Average Loss = 128.02:  46%|████▌     | 11460/25000 [03:39<04:03, 55.63it/s]
Average Loss = 128.02:  46%|████▌     | 11460/25000 [03:39<04:03, 55.63it/s]
Average Loss = 128.02:  46%|████▌     | 11466/25000 [03:39<04:03, 55.53it/s]
Average Loss = 127.79:  46%|████▌     | 11466/25000 [03:39<04:03, 55.53it/s]
Average Loss = 127.79:  46%|████▌     | 11466/25000 [03:39<04:03, 55.53it/s]
Average Loss = 127.79:  46%|████▌     | 11472/25000 [03:39<04:03, 55.50it/s]
Average Loss = 127.79:  46%|████▌     | 11478/25000 [03:40<04:03, 55.63it/s]
Average Loss = 127.55:  46%|████▌     | 11478/25000 [03:40<04:03, 55.63it/s]
Average Loss = 127.55:  46%|████▌     | 11478/25000 [03:40<04:03, 55.63it/s]
Average Loss = 127.55:  46%|████▌     | 11484/25000 [03:40<04:02, 55.69it/s]
Average Loss = 127.55:  46%|████▌     | 11490/25000 [03:40<04:02, 55.76it/s]
Average Loss = 127.12:  46%|████▌     | 11490/25000 [03:40<04:02, 55.76it/s]
Average Loss = 127.12:  46%|████▌     | 11490/25000 [03:40<04:02, 55.76it/s]
Average Loss = 127.12:  46%|████▌     | 11496/25000 [03:40<04:04, 55.25it/s]
Average Loss = 126.84:  46%|████▌     | 11496/25000 [03:40<04:04, 55.25it/s]
Average Loss = 126.84:  46%|████▌     | 11496/25000 [03:40<04:04, 55.25it/s]
Average Loss = 126.84:  46%|████▌     | 11502/25000 [03:40<04:03, 55.35it/s]
Average Loss = 126.84:  46%|████▌     | 11508/25000 [03:40<04:03, 55.50it/s]
Average Loss = 126.39:  46%|████▌     | 11508/25000 [03:40<04:03, 55.50it/s]
Average Loss = 126.39:  46%|████▌     | 11508/25000 [03:40<04:03, 55.50it/s]
Average Loss = 126.39:  46%|████▌     | 11514/25000 [03:40<04:02, 55.52it/s]
Average Loss = 126.39:  46%|████▌     | 11520/25000 [03:40<04:02, 55.61it/s]
Average Loss = 126.21:  46%|████▌     | 11520/25000 [03:40<04:02, 55.61it/s]
Average Loss = 126.21:  46%|████▌     | 11520/25000 [03:40<04:02, 55.61it/s]
Average Loss = 126.21:  46%|████▌     | 11526/25000 [03:40<04:02, 55.62it/s]
Average Loss = 125.76:  46%|████▌     | 11526/25000 [03:41<04:02, 55.62it/s]
Average Loss = 125.76:  46%|████▌     | 11526/25000 [03:41<04:02, 55.62it/s]
Average Loss = 125.76:  46%|████▌     | 11532/25000 [03:41<04:19, 51.87it/s]
Average Loss = 125.76:  46%|████▌     | 11538/25000 [03:41<04:41, 47.79it/s]
Average Loss = 125.48:  46%|████▌     | 11538/25000 [03:41<04:41, 47.79it/s]
Average Loss = 125.48:  46%|████▌     | 11538/25000 [03:41<04:41, 47.79it/s]
Average Loss = 125.48:  46%|████▌     | 11544/25000 [03:41<04:30, 49.79it/s]
Average Loss = 125.48:  46%|████▌     | 11550/25000 [03:41<04:40, 47.87it/s]
Average Loss = 125.38:  46%|████▌     | 11550/25000 [03:41<04:40, 47.87it/s]
Average Loss = 125.38:  46%|████▌     | 11550/25000 [03:41<04:40, 47.87it/s]
Average Loss = 125.38:  46%|████▌     | 11556/25000 [03:41<04:30, 49.65it/s]
Average Loss = 125.25:  46%|████▌     | 11556/25000 [03:41<04:30, 49.65it/s]
Average Loss = 125.25:  46%|████▌     | 11556/25000 [03:41<04:30, 49.65it/s]
Average Loss = 125.25:  46%|████▌     | 11562/25000 [03:41<04:21, 51.34it/s]
Average Loss = 125.25:  46%|████▋     | 11568/25000 [03:41<04:14, 52.84it/s]
Average Loss = 125.34:  46%|████▋     | 11568/25000 [03:41<04:14, 52.84it/s]
Average Loss = 125.34:  46%|████▋     | 11568/25000 [03:41<04:14, 52.84it/s]
Average Loss = 125.34:  46%|████▋     | 11574/25000 [03:41<04:09, 53.85it/s]
Average Loss = 125.34:  46%|████▋     | 11580/25000 [03:42<04:05, 54.67it/s]
Average Loss = 125.14:  46%|████▋     | 11580/25000 [03:42<04:05, 54.67it/s]
Average Loss = 125.14:  46%|████▋     | 11580/25000 [03:42<04:05, 54.67it/s]
Average Loss = 125.14:  46%|████▋     | 11586/25000 [03:42<04:03, 55.10it/s]
Average Loss = 124.9:  46%|████▋     | 11586/25000 [03:42<04:03, 55.10it/s] 
Average Loss = 124.9:  46%|████▋     | 11586/25000 [03:42<04:03, 55.10it/s]
Average Loss = 124.9:  46%|████▋     | 11592/25000 [03:42<04:01, 55.44it/s]
Average Loss = 124.9:  46%|████▋     | 11598/25000 [03:42<03:59, 55.89it/s]
Average Loss = 124.73:  46%|████▋     | 11598/25000 [03:42<03:59, 55.89it/s]
Average Loss = 124.73:  46%|████▋     | 11598/25000 [03:42<03:59, 55.89it/s]
Average Loss = 124.73:  46%|████▋     | 11604/25000 [03:42<04:01, 55.47it/s]
Average Loss = 124.73:  46%|████▋     | 11610/25000 [03:42<03:59, 55.82it/s]
Average Loss = 124.44:  46%|████▋     | 11610/25000 [03:42<03:59, 55.82it/s]
Average Loss = 124.44:  46%|████▋     | 11610/25000 [03:42<03:59, 55.82it/s]
Average Loss = 124.44:  46%|████▋     | 11616/25000 [03:42<03:59, 55.97it/s]
Average Loss = 124.08:  46%|████▋     | 11616/25000 [03:42<03:59, 55.97it/s]
Average Loss = 124.08:  46%|████▋     | 11616/25000 [03:42<03:59, 55.97it/s]
Average Loss = 124.08:  46%|████▋     | 11622/25000 [03:42<03:58, 56.10it/s]
Average Loss = 124.08:  47%|████▋     | 11628/25000 [03:42<03:57, 56.31it/s]
Average Loss = 123.97:  47%|████▋     | 11628/25000 [03:42<03:57, 56.31it/s]
Average Loss = 123.97:  47%|████▋     | 11628/25000 [03:42<03:57, 56.31it/s]
Average Loss = 123.97:  47%|████▋     | 11634/25000 [03:42<03:57, 56.35it/s]
Average Loss = 123.97:  47%|████▋     | 11640/25000 [03:43<03:56, 56.49it/s]
Average Loss = 123.46:  47%|████▋     | 11640/25000 [03:43<03:56, 56.49it/s]
Average Loss = 123.46:  47%|████▋     | 11640/25000 [03:43<03:56, 56.49it/s]
Average Loss = 123.46:  47%|████▋     | 11646/25000 [03:43<03:56, 56.42it/s]
Average Loss = 123.22:  47%|████▋     | 11646/25000 [03:43<03:56, 56.42it/s]
Average Loss = 123.22:  47%|████▋     | 11646/25000 [03:43<03:56, 56.42it/s]
Average Loss = 123.22:  47%|████▋     | 11652/25000 [03:43<03:57, 56.28it/s]
Average Loss = 123.22:  47%|████▋     | 11658/25000 [03:43<03:56, 56.32it/s]
Average Loss = 123.2:  47%|████▋     | 11658/25000 [03:43<03:56, 56.32it/s] 
Average Loss = 123.2:  47%|████▋     | 11658/25000 [03:43<03:56, 56.32it/s]
Average Loss = 123.2:  47%|████▋     | 11664/25000 [03:43<03:57, 56.25it/s]
Average Loss = 123.2:  47%|████▋     | 11670/25000 [03:43<03:56, 56.41it/s]
Average Loss = 122.99:  47%|████▋     | 11670/25000 [03:43<03:56, 56.41it/s]
Average Loss = 122.99:  47%|████▋     | 11670/25000 [03:43<03:56, 56.41it/s]
Average Loss = 122.99:  47%|████▋     | 11676/25000 [03:43<03:56, 56.38it/s]
Average Loss = 122.7:  47%|████▋     | 11676/25000 [03:43<03:56, 56.38it/s] 
Average Loss = 122.7:  47%|████▋     | 11676/25000 [03:43<03:56, 56.38it/s]
Average Loss = 122.7:  47%|████▋     | 11682/25000 [03:43<03:56, 56.35it/s]
Average Loss = 122.7:  47%|████▋     | 11688/25000 [03:43<03:55, 56.43it/s]
Average Loss = 122.53:  47%|████▋     | 11688/25000 [03:43<03:55, 56.43it/s]
Average Loss = 122.53:  47%|████▋     | 11688/25000 [03:43<03:55, 56.43it/s]
Average Loss = 122.53:  47%|████▋     | 11694/25000 [03:44<03:55, 56.43it/s]
Average Loss = 122.53:  47%|████▋     | 11700/25000 [03:44<03:55, 56.49it/s]
Average Loss = 122.21:  47%|████▋     | 11700/25000 [03:44<03:55, 56.49it/s]
Average Loss = 122.21:  47%|████▋     | 11700/25000 [03:44<03:55, 56.49it/s]
Average Loss = 122.21:  47%|████▋     | 11706/25000 [03:44<03:55, 56.47it/s]
Average Loss = 122.11:  47%|████▋     | 11706/25000 [03:44<03:55, 56.47it/s]
Average Loss = 122.11:  47%|████▋     | 11706/25000 [03:44<03:55, 56.47it/s]
Average Loss = 122.11:  47%|████▋     | 11712/25000 [03:44<03:56, 56.18it/s]
Average Loss = 122.11:  47%|████▋     | 11718/25000 [03:44<03:55, 56.28it/s]
Average Loss = 121.94:  47%|████▋     | 11718/25000 [03:44<03:55, 56.28it/s]
Average Loss = 121.94:  47%|████▋     | 11718/25000 [03:44<03:55, 56.28it/s]
Average Loss = 121.94:  47%|████▋     | 11724/25000 [03:44<03:55, 56.30it/s]
Average Loss = 121.94:  47%|████▋     | 11730/25000 [03:44<03:55, 56.44it/s]
Average Loss = 121.79:  47%|████▋     | 11730/25000 [03:44<03:55, 56.44it/s]
Average Loss = 121.79:  47%|████▋     | 11730/25000 [03:44<03:55, 56.44it/s]
Average Loss = 121.79:  47%|████▋     | 11736/25000 [03:44<03:55, 56.31it/s]
Average Loss = 121.82:  47%|████▋     | 11736/25000 [03:44<03:55, 56.31it/s]
Average Loss = 121.82:  47%|████▋     | 11736/25000 [03:44<03:55, 56.31it/s]
Average Loss = 121.82:  47%|████▋     | 11742/25000 [03:44<03:55, 56.31it/s]
Average Loss = 121.82:  47%|████▋     | 11748/25000 [03:44<03:54, 56.45it/s]
Average Loss = 121.62:  47%|████▋     | 11748/25000 [03:45<03:54, 56.45it/s]
Average Loss = 121.62:  47%|████▋     | 11748/25000 [03:45<03:54, 56.45it/s]
Average Loss = 121.62:  47%|████▋     | 11754/25000 [03:45<03:54, 56.47it/s]
Average Loss = 121.62:  47%|████▋     | 11760/25000 [03:45<03:54, 56.56it/s]
Average Loss = 121.24:  47%|████▋     | 11760/25000 [03:45<03:54, 56.56it/s]
Average Loss = 121.24:  47%|████▋     | 11760/25000 [03:45<03:54, 56.56it/s]
Average Loss = 121.24:  47%|████▋     | 11766/25000 [03:45<03:54, 56.51it/s]
Average Loss = 120.58:  47%|████▋     | 11766/25000 [03:45<03:54, 56.51it/s]
Average Loss = 120.58:  47%|████▋     | 11766/25000 [03:45<03:54, 56.51it/s]
Average Loss = 120.58:  47%|████▋     | 11772/25000 [03:45<03:54, 56.50it/s]
Average Loss = 120.58:  47%|████▋     | 11778/25000 [03:45<03:53, 56.54it/s]
Average Loss = 120.47:  47%|████▋     | 11778/25000 [03:45<03:53, 56.54it/s]
Average Loss = 120.47:  47%|████▋     | 11778/25000 [03:45<03:53, 56.54it/s]
Average Loss = 120.47:  47%|████▋     | 11784/25000 [03:45<03:54, 56.38it/s]
Average Loss = 120.47:  47%|████▋     | 11790/25000 [03:45<03:53, 56.48it/s]
Average Loss = 120.19:  47%|████▋     | 11790/25000 [03:45<03:53, 56.48it/s]
Average Loss = 120.19:  47%|████▋     | 11790/25000 [03:45<03:53, 56.48it/s]
Average Loss = 120.19:  47%|████▋     | 11796/25000 [03:45<03:53, 56.43it/s]
Average Loss = 119.98:  47%|████▋     | 11796/25000 [03:45<03:53, 56.43it/s]
Average Loss = 119.98:  47%|████▋     | 11796/25000 [03:45<03:53, 56.43it/s]
Average Loss = 119.98:  47%|████▋     | 11802/25000 [03:45<03:54, 56.40it/s]
Average Loss = 119.98:  47%|████▋     | 11808/25000 [03:46<03:53, 56.52it/s]
Average Loss = 119.71:  47%|████▋     | 11808/25000 [03:46<03:53, 56.52it/s]
Average Loss = 119.71:  47%|████▋     | 11808/25000 [03:46<03:53, 56.52it/s]
Average Loss = 119.71:  47%|████▋     | 11814/25000 [03:46<03:53, 56.39it/s]
Average Loss = 119.71:  47%|████▋     | 11820/25000 [03:46<03:53, 56.46it/s]
Average Loss = 119.5:  47%|████▋     | 11820/25000 [03:46<03:53, 56.46it/s] 
Average Loss = 119.5:  47%|████▋     | 11820/25000 [03:46<03:53, 56.46it/s]
Average Loss = 119.5:  47%|████▋     | 11826/25000 [03:46<03:55, 55.92it/s]
Average Loss = 119.3:  47%|████▋     | 11826/25000 [03:46<03:55, 55.92it/s]
Average Loss = 119.3:  47%|████▋     | 11826/25000 [03:46<03:55, 55.92it/s]
Average Loss = 119.3:  47%|████▋     | 11832/25000 [03:46<03:55, 55.97it/s]
Average Loss = 119.3:  47%|████▋     | 11838/25000 [03:46<03:54, 56.15it/s]
Average Loss = 119.2:  47%|████▋     | 11838/25000 [03:46<03:54, 56.15it/s]
Average Loss = 119.2:  47%|████▋     | 11838/25000 [03:46<03:54, 56.15it/s]
Average Loss = 119.2:  47%|████▋     | 11844/25000 [03:46<03:54, 56.17it/s]
Average Loss = 119.2:  47%|████▋     | 11850/25000 [03:46<03:53, 56.37it/s]
Average Loss = 119.13:  47%|████▋     | 11850/25000 [03:46<03:53, 56.37it/s]
Average Loss = 119.13:  47%|████▋     | 11850/25000 [03:46<03:53, 56.37it/s]
Average Loss = 119.13:  47%|████▋     | 11856/25000 [03:46<03:53, 56.28it/s]
Average Loss = 119.15:  47%|████▋     | 11856/25000 [03:47<03:53, 56.28it/s]
Average Loss = 119.15:  47%|████▋     | 11856/25000 [03:47<03:53, 56.28it/s]
Average Loss = 119.15:  47%|████▋     | 11862/25000 [03:47<03:53, 56.33it/s]
Average Loss = 119.15:  47%|████▋     | 11868/25000 [03:47<03:52, 56.44it/s]
Average Loss = 118.95:  47%|████▋     | 11868/25000 [03:47<03:52, 56.44it/s]
Average Loss = 118.95:  47%|████▋     | 11868/25000 [03:47<03:52, 56.44it/s]
Average Loss = 118.95:  47%|████▋     | 11874/25000 [03:47<03:58, 55.11it/s]
Average Loss = 118.95:  48%|████▊     | 11880/25000 [03:47<03:56, 55.56it/s]
Average Loss = 118.41:  48%|████▊     | 11880/25000 [03:47<03:56, 55.56it/s]
Average Loss = 118.41:  48%|████▊     | 11880/25000 [03:47<03:56, 55.56it/s]
Average Loss = 118.41:  48%|████▊     | 11886/25000 [03:47<03:56, 55.50it/s]
Average Loss = 118.35:  48%|████▊     | 11886/25000 [03:47<03:56, 55.50it/s]
Average Loss = 118.35:  48%|████▊     | 11886/25000 [03:47<03:56, 55.50it/s]
Average Loss = 118.35:  48%|████▊     | 11892/25000 [03:47<03:55, 55.65it/s]
Average Loss = 118.35:  48%|████▊     | 11898/25000 [03:47<03:54, 55.92it/s]
Average Loss = 118.12:  48%|████▊     | 11898/25000 [03:47<03:54, 55.92it/s]
Average Loss = 118.12:  48%|████▊     | 11898/25000 [03:47<03:54, 55.92it/s]
Average Loss = 118.12:  48%|████▊     | 11904/25000 [03:47<03:53, 56.03it/s]
Average Loss = 118.12:  48%|████▊     | 11910/25000 [03:47<03:52, 56.32it/s]
Average Loss = 118.07:  48%|████▊     | 11910/25000 [03:47<03:52, 56.32it/s]
Average Loss = 118.07:  48%|████▊     | 11910/25000 [03:47<03:52, 56.32it/s]
Average Loss = 118.07:  48%|████▊     | 11916/25000 [03:47<03:52, 56.33it/s]
Average Loss = 118.01:  48%|████▊     | 11916/25000 [03:48<03:52, 56.33it/s]
Average Loss = 118.01:  48%|████▊     | 11916/25000 [03:48<03:52, 56.33it/s]
Average Loss = 118.01:  48%|████▊     | 11922/25000 [03:48<03:52, 56.34it/s]
Average Loss = 118.01:  48%|████▊     | 11928/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.94:  48%|████▊     | 11928/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.94:  48%|████▊     | 11928/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.94:  48%|████▊     | 11934/25000 [03:48<03:51, 56.43it/s]
Average Loss = 117.94:  48%|████▊     | 11940/25000 [03:48<03:51, 56.43it/s]
Average Loss = 117.6:  48%|████▊     | 11940/25000 [03:48<03:51, 56.43it/s] 
Average Loss = 117.6:  48%|████▊     | 11940/25000 [03:48<03:51, 56.43it/s]
Average Loss = 117.6:  48%|████▊     | 11946/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.35:  48%|████▊     | 11946/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.35:  48%|████▊     | 11946/25000 [03:48<03:51, 56.44it/s]
Average Loss = 117.35:  48%|████▊     | 11952/25000 [03:48<03:51, 56.40it/s]
Average Loss = 117.35:  48%|████▊     | 11958/25000 [03:48<03:50, 56.55it/s]
Average Loss = 117.27:  48%|████▊     | 11958/25000 [03:48<03:50, 56.55it/s]
Average Loss = 117.27:  48%|████▊     | 11958/25000 [03:48<03:50, 56.55it/s]
Average Loss = 117.27:  48%|████▊     | 11964/25000 [03:48<03:50, 56.52it/s]
Average Loss = 117.27:  48%|████▊     | 11970/25000 [03:48<03:50, 56.57it/s]
Average Loss = 116.93:  48%|████▊     | 11970/25000 [03:48<03:50, 56.57it/s]
Average Loss = 116.93:  48%|████▊     | 11970/25000 [03:48<03:50, 56.57it/s]
Average Loss = 116.93:  48%|████▊     | 11976/25000 [03:49<03:50, 56.50it/s]
Average Loss = 116.64:  48%|████▊     | 11976/25000 [03:49<03:50, 56.50it/s]
Average Loss = 116.64:  48%|████▊     | 11976/25000 [03:49<03:50, 56.50it/s]
Average Loss = 116.64:  48%|████▊     | 11982/25000 [03:49<03:52, 55.92it/s]
Average Loss = 116.64:  48%|████▊     | 11988/25000 [03:49<03:51, 56.11it/s]
Average Loss = 116.33:  48%|████▊     | 11988/25000 [03:49<03:51, 56.11it/s]
Average Loss = 116.33:  48%|████▊     | 11988/25000 [03:49<03:51, 56.11it/s]
Average Loss = 116.33:  48%|████▊     | 11994/25000 [03:49<03:55, 55.22it/s]
Average Loss = 116.33:  48%|████▊     | 12000/25000 [03:49<03:54, 55.47it/s]
Average Loss = 116.02:  48%|████▊     | 12000/25000 [03:49<03:54, 55.47it/s]
Average Loss = 116.02:  48%|████▊     | 12000/25000 [03:49<03:54, 55.47it/s]
Average Loss = 116.02:  48%|████▊     | 12006/25000 [03:49<03:53, 55.70it/s]
Average Loss = 115.73:  48%|████▊     | 12006/25000 [03:49<03:53, 55.70it/s]
Average Loss = 115.73:  48%|████▊     | 12006/25000 [03:49<03:53, 55.70it/s]
Average Loss = 115.73:  48%|████▊     | 12012/25000 [03:49<03:52, 55.81it/s]
Average Loss = 115.73:  48%|████▊     | 12018/25000 [03:49<03:51, 56.09it/s]
Average Loss = 115.65:  48%|████▊     | 12018/25000 [03:49<03:51, 56.09it/s]
Average Loss = 115.65:  48%|████▊     | 12018/25000 [03:49<03:51, 56.09it/s]
Average Loss = 115.65:  48%|████▊     | 12024/25000 [03:49<03:51, 56.05it/s]
Average Loss = 115.65:  48%|████▊     | 12030/25000 [03:50<03:50, 56.30it/s]
Average Loss = 115.44:  48%|████▊     | 12030/25000 [03:50<03:50, 56.30it/s]
Average Loss = 115.44:  48%|████▊     | 12030/25000 [03:50<03:50, 56.30it/s]
Average Loss = 115.44:  48%|████▊     | 12036/25000 [03:50<03:50, 56.28it/s]
Average Loss = 115.38:  48%|████▊     | 12036/25000 [03:50<03:50, 56.28it/s]
Average Loss = 115.38:  48%|████▊     | 12036/25000 [03:50<03:50, 56.28it/s]
Average Loss = 115.38:  48%|████▊     | 12042/25000 [03:50<03:50, 56.23it/s]
Average Loss = 115.38:  48%|████▊     | 12048/25000 [03:50<03:51, 55.90it/s]
Average Loss = 115.14:  48%|████▊     | 12048/25000 [03:50<03:51, 55.90it/s]
Average Loss = 115.14:  48%|████▊     | 12048/25000 [03:50<03:51, 55.90it/s]
Average Loss = 115.14:  48%|████▊     | 12054/25000 [03:50<03:52, 55.61it/s]
Average Loss = 115.14:  48%|████▊     | 12060/25000 [03:50<03:51, 55.89it/s]
Average Loss = 115.04:  48%|████▊     | 12060/25000 [03:50<03:51, 55.89it/s]
Average Loss = 115.04:  48%|████▊     | 12060/25000 [03:50<03:51, 55.89it/s]
Average Loss = 115.04:  48%|████▊     | 12066/25000 [03:50<03:50, 56.00it/s]
Average Loss = 115.01:  48%|████▊     | 12066/25000 [03:50<03:50, 56.00it/s]
Average Loss = 115.01:  48%|████▊     | 12066/25000 [03:50<03:50, 56.00it/s]
Average Loss = 115.01:  48%|████▊     | 12072/25000 [03:50<03:50, 56.02it/s]
Average Loss = 115.01:  48%|████▊     | 12078/25000 [03:50<03:50, 56.11it/s]
Average Loss = 114.63:  48%|████▊     | 12078/25000 [03:50<03:50, 56.11it/s]
Average Loss = 114.63:  48%|████▊     | 12078/25000 [03:50<03:50, 56.11it/s]
Average Loss = 114.63:  48%|████▊     | 12084/25000 [03:50<03:50, 56.12it/s]
Average Loss = 114.63:  48%|████▊     | 12090/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.21:  48%|████▊     | 12090/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.21:  48%|████▊     | 12090/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.21:  48%|████▊     | 12096/25000 [03:51<03:49, 56.23it/s]
Average Loss = 114.18:  48%|████▊     | 12096/25000 [03:51<03:49, 56.23it/s]
Average Loss = 114.18:  48%|████▊     | 12096/25000 [03:51<03:49, 56.23it/s]
Average Loss = 114.18:  48%|████▊     | 12102/25000 [03:51<03:49, 56.15it/s]
Average Loss = 114.18:  48%|████▊     | 12108/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.07:  48%|████▊     | 12108/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.07:  48%|████▊     | 12108/25000 [03:51<03:49, 56.29it/s]
Average Loss = 114.07:  48%|████▊     | 12114/25000 [03:51<03:49, 56.19it/s]
Average Loss = 114.07:  48%|████▊     | 12120/25000 [03:51<03:48, 56.32it/s]
Average Loss = 113.72:  48%|████▊     | 12120/25000 [03:51<03:48, 56.32it/s]
Average Loss = 113.72:  48%|████▊     | 12120/25000 [03:51<03:48, 56.32it/s]
Average Loss = 113.72:  49%|████▊     | 12126/25000 [03:51<03:48, 56.30it/s]
Average Loss = 113.6:  49%|████▊     | 12126/25000 [03:51<03:48, 56.30it/s] 
Average Loss = 113.6:  49%|████▊     | 12126/25000 [03:51<03:48, 56.30it/s]
Average Loss = 113.6:  49%|████▊     | 12132/25000 [03:51<03:48, 56.37it/s]
Average Loss = 113.6:  49%|████▊     | 12138/25000 [03:51<03:47, 56.46it/s]
Average Loss = 112.98:  49%|████▊     | 12138/25000 [03:51<03:47, 56.46it/s]
Average Loss = 112.98:  49%|████▊     | 12138/25000 [03:51<03:47, 56.46it/s]
Average Loss = 112.98:  49%|████▊     | 12144/25000 [03:52<03:47, 56.40it/s]
Average Loss = 112.98:  49%|████▊     | 12150/25000 [03:52<03:47, 56.45it/s]
Average Loss = 112.93:  49%|████▊     | 12150/25000 [03:52<03:47, 56.45it/s]
Average Loss = 112.93:  49%|████▊     | 12150/25000 [03:52<03:47, 56.45it/s]
Average Loss = 112.93:  49%|████▊     | 12156/25000 [03:52<03:48, 56.31it/s]
Average Loss = 112.7:  49%|████▊     | 12156/25000 [03:52<03:48, 56.31it/s] 
Average Loss = 112.7:  49%|████▊     | 12156/25000 [03:52<03:48, 56.31it/s]
Average Loss = 112.7:  49%|████▊     | 12162/25000 [03:52<03:50, 55.71it/s]
Average Loss = 112.7:  49%|████▊     | 12168/25000 [03:52<03:49, 56.01it/s]
Average Loss = 112.45:  49%|████▊     | 12168/25000 [03:52<03:49, 56.01it/s]
Average Loss = 112.45:  49%|████▊     | 12168/25000 [03:52<03:49, 56.01it/s]
Average Loss = 112.45:  49%|████▊     | 12174/25000 [03:52<03:48, 56.02it/s]
Average Loss = 112.45:  49%|████▊     | 12180/25000 [03:52<03:47, 56.27it/s]
Average Loss = 112.1:  49%|████▊     | 12180/25000 [03:52<03:47, 56.27it/s] 
Average Loss = 112.1:  49%|████▊     | 12180/25000 [03:52<03:47, 56.27it/s]
Average Loss = 112.1:  49%|████▊     | 12186/25000 [03:52<03:47, 56.29it/s]
Average Loss = 111.86:  49%|████▊     | 12186/25000 [03:52<03:47, 56.29it/s]
Average Loss = 111.86:  49%|████▊     | 12186/25000 [03:52<03:47, 56.29it/s]
Average Loss = 111.86:  49%|████▉     | 12192/25000 [03:52<03:47, 56.29it/s]
Average Loss = 111.86:  49%|████▉     | 12198/25000 [03:53<03:47, 56.35it/s]
Average Loss = 111.49:  49%|████▉     | 12198/25000 [03:53<03:47, 56.35it/s]
Average Loss = 111.49:  49%|████▉     | 12198/25000 [03:53<03:47, 56.35it/s]
Average Loss = 111.49:  49%|████▉     | 12204/25000 [03:53<03:47, 56.27it/s]
Average Loss = 111.49:  49%|████▉     | 12210/25000 [03:53<03:46, 56.39it/s]
Average Loss = 111.47:  49%|████▉     | 12210/25000 [03:53<03:46, 56.39it/s]
Average Loss = 111.47:  49%|████▉     | 12210/25000 [03:53<03:46, 56.39it/s]
Average Loss = 111.47:  49%|████▉     | 12216/25000 [03:53<03:54, 54.56it/s]
Average Loss = 111.33:  49%|████▉     | 12216/25000 [03:53<03:54, 54.56it/s]
Average Loss = 111.33:  49%|████▉     | 12216/25000 [03:53<03:54, 54.56it/s]
Average Loss = 111.33:  49%|████▉     | 12222/25000 [03:53<03:59, 53.27it/s]
Average Loss = 111.33:  49%|████▉     | 12228/25000 [03:53<04:03, 52.50it/s]
Average Loss = 110.92:  49%|████▉     | 12228/25000 [03:53<04:03, 52.50it/s]
Average Loss = 110.92:  49%|████▉     | 12228/25000 [03:53<04:03, 52.50it/s]
Average Loss = 110.92:  49%|████▉     | 12234/25000 [03:53<04:05, 51.92it/s]
Average Loss = 110.9:  49%|████▉     | 12234/25000 [03:53<04:05, 51.92it/s] 
Average Loss = 110.9:  49%|████▉     | 12234/25000 [03:53<04:05, 51.92it/s]
Average Loss = 110.9:  49%|████▉     | 12242/25000 [03:53<03:42, 57.30it/s]
Average Loss = 110.9:  49%|████▉     | 12242/25000 [03:53<03:42, 57.30it/s]
Average Loss = 110.9:  49%|████▉     | 12242/25000 [03:53<03:42, 57.30it/s]
Average Loss = 110.9:  49%|████▉     | 12252/25000 [03:53<03:17, 64.65it/s]
Average Loss = 110.9:  49%|████▉     | 12259/25000 [03:54<03:31, 60.11it/s]
Average Loss = 110.59:  49%|████▉     | 12259/25000 [03:54<03:31, 60.11it/s]
Average Loss = 110.59:  49%|████▉     | 12259/25000 [03:54<03:31, 60.11it/s]
Average Loss = 110.59:  49%|████▉     | 12266/25000 [03:54<03:43, 57.04it/s]
Average Loss = 110.47:  49%|████▉     | 12266/25000 [03:54<03:43, 57.04it/s]
Average Loss = 110.47:  49%|████▉     | 12266/25000 [03:54<03:43, 57.04it/s]
Average Loss = 110.47:  49%|████▉     | 12272/25000 [03:54<03:52, 54.78it/s]
Average Loss = 110.47:  49%|████▉     | 12280/25000 [03:54<03:30, 60.29it/s]
Average Loss = 110.28:  49%|████▉     | 12280/25000 [03:54<03:30, 60.29it/s]
Average Loss = 110.28:  49%|████▉     | 12280/25000 [03:54<03:30, 60.29it/s]
Average Loss = 110.28:  49%|████▉     | 12290/25000 [03:54<03:08, 67.27it/s]
Average Loss = 110.11:  49%|████▉     | 12290/25000 [03:54<03:08, 67.27it/s]
Average Loss = 110.11:  49%|████▉     | 12290/25000 [03:54<03:08, 67.27it/s]
Average Loss = 110.11:  49%|████▉     | 12298/25000 [03:54<03:02, 69.52it/s]
Average Loss = 110.08:  49%|████▉     | 12298/25000 [03:54<03:02, 69.52it/s]
Average Loss = 110.08:  49%|████▉     | 12298/25000 [03:54<03:02, 69.52it/s]
Average Loss = 110.08:  49%|████▉     | 12306/25000 [03:54<03:23, 62.49it/s]
Average Loss = 109.76:  49%|████▉     | 12306/25000 [03:54<03:23, 62.49it/s]
Average Loss = 109.76:  49%|████▉     | 12306/25000 [03:54<03:23, 62.49it/s]
Average Loss = 109.76:  49%|████▉     | 12313/25000 [03:54<03:37, 58.38it/s]
Average Loss = 109.76:  49%|████▉     | 12320/25000 [03:55<03:46, 55.95it/s]
Average Loss = 109.66:  49%|████▉     | 12320/25000 [03:55<03:46, 55.95it/s]
Average Loss = 109.66:  49%|████▉     | 12320/25000 [03:55<03:46, 55.95it/s]
Average Loss = 109.66:  49%|████▉     | 12326/25000 [03:55<03:53, 54.37it/s]
Average Loss = 109.36:  49%|████▉     | 12326/25000 [03:55<03:53, 54.37it/s]
Average Loss = 109.36:  49%|████▉     | 12326/25000 [03:55<03:53, 54.37it/s]
Average Loss = 109.36:  49%|████▉     | 12333/25000 [03:55<03:37, 58.19it/s]
Average Loss = 109.18:  49%|████▉     | 12333/25000 [03:55<03:37, 58.19it/s]
Average Loss = 109.18:  49%|████▉     | 12333/25000 [03:55<03:37, 58.19it/s]
Average Loss = 109.18:  49%|████▉     | 12343/25000 [03:55<03:13, 65.48it/s]
Average Loss = 109.19:  49%|████▉     | 12343/25000 [03:55<03:13, 65.48it/s]
Average Loss = 109.19:  49%|████▉     | 12343/25000 [03:55<03:13, 65.48it/s]
Average Loss = 109.19:  49%|████▉     | 12353/25000 [03:55<02:59, 70.32it/s]
Average Loss = 108.86:  49%|████▉     | 12353/25000 [03:55<02:59, 70.32it/s]
Average Loss = 108.86:  49%|████▉     | 12353/25000 [03:55<02:59, 70.32it/s]
Average Loss = 108.86:  49%|████▉     | 12361/25000 [03:55<03:27, 60.77it/s]
Average Loss = 108.86:  49%|████▉     | 12368/25000 [03:55<03:21, 62.74it/s]
Average Loss = 108.84:  49%|████▉     | 12368/25000 [03:55<03:21, 62.74it/s]
Average Loss = 108.84:  49%|████▉     | 12368/25000 [03:55<03:21, 62.74it/s]
Average Loss = 108.84:  50%|████▉     | 12377/25000 [03:55<03:05, 68.01it/s]
Average Loss = 108.54:  50%|████▉     | 12377/25000 [03:55<03:05, 68.01it/s]
Average Loss = 108.54:  50%|████▉     | 12377/25000 [03:55<03:05, 68.01it/s]
Average Loss = 108.54:  50%|████▉     | 12385/25000 [03:56<03:17, 63.92it/s]
Average Loss = 108.33:  50%|████▉     | 12385/25000 [03:56<03:17, 63.92it/s]
Average Loss = 108.33:  50%|████▉     | 12385/25000 [03:56<03:17, 63.92it/s]
Average Loss = 108.33:  50%|████▉     | 12392/25000 [03:56<03:25, 61.35it/s]
Average Loss = 108.33:  50%|████▉     | 12399/25000 [03:56<03:30, 59.82it/s]
Average Loss = 107.96:  50%|████▉     | 12399/25000 [03:56<03:30, 59.82it/s]
Average Loss = 107.96:  50%|████▉     | 12399/25000 [03:56<03:30, 59.82it/s]
Average Loss = 107.96:  50%|████▉     | 12406/25000 [03:56<03:35, 58.49it/s]
Average Loss = 107.85:  50%|████▉     | 12406/25000 [03:56<03:35, 58.49it/s]
Average Loss = 107.85:  50%|████▉     | 12406/25000 [03:56<03:35, 58.49it/s]
Average Loss = 107.85:  50%|████▉     | 12412/25000 [03:56<03:38, 57.74it/s]
Average Loss = 107.85:  50%|████▉     | 12418/25000 [03:56<03:39, 57.32it/s]
Average Loss = 107.6:  50%|████▉     | 12418/25000 [03:56<03:39, 57.32it/s] 
Average Loss = 107.6:  50%|████▉     | 12418/25000 [03:56<03:39, 57.32it/s]
Average Loss = 107.6:  50%|████▉     | 12424/25000 [03:56<03:40, 56.93it/s]
Average Loss = 107.6:  50%|████▉     | 12430/25000 [03:56<03:41, 56.80it/s]
Average Loss = 107.5:  50%|████▉     | 12430/25000 [03:56<03:41, 56.80it/s]
Average Loss = 107.5:  50%|████▉     | 12430/25000 [03:56<03:41, 56.80it/s]
Average Loss = 107.5:  50%|████▉     | 12436/25000 [03:56<03:41, 56.61it/s]
Average Loss = 107.52:  50%|████▉     | 12436/25000 [03:57<03:41, 56.61it/s]
Average Loss = 107.52:  50%|████▉     | 12436/25000 [03:57<03:41, 56.61it/s]
Average Loss = 107.52:  50%|████▉     | 12442/25000 [03:57<03:42, 56.38it/s]
Average Loss = 107.52:  50%|████▉     | 12448/25000 [03:57<03:42, 56.45it/s]
Average Loss = 107.45:  50%|████▉     | 12448/25000 [03:57<03:42, 56.45it/s]
Average Loss = 107.45:  50%|████▉     | 12448/25000 [03:57<03:42, 56.45it/s]
Average Loss = 107.45:  50%|████▉     | 12454/25000 [03:57<03:42, 56.29it/s]
Average Loss = 107.45:  50%|████▉     | 12460/25000 [03:57<03:42, 56.31it/s]
Average Loss = 107.4:  50%|████▉     | 12460/25000 [03:57<03:42, 56.31it/s] 
Average Loss = 107.4:  50%|████▉     | 12460/25000 [03:57<03:42, 56.31it/s]
Average Loss = 107.4:  50%|████▉     | 12466/25000 [03:57<03:43, 55.98it/s]
Average Loss = 107.28:  50%|████▉     | 12466/25000 [03:57<03:43, 55.98it/s]
Average Loss = 107.28:  50%|████▉     | 12466/25000 [03:57<03:43, 55.98it/s]
Average Loss = 107.28:  50%|████▉     | 12472/25000 [03:57<03:43, 55.96it/s]
Average Loss = 107.28:  50%|████▉     | 12478/25000 [03:57<03:43, 56.14it/s]
Average Loss = 106.83:  50%|████▉     | 12478/25000 [03:57<03:43, 56.14it/s]
Average Loss = 106.83:  50%|████▉     | 12478/25000 [03:57<03:43, 56.14it/s]
Average Loss = 106.83:  50%|████▉     | 12484/25000 [03:57<03:42, 56.18it/s]
Average Loss = 106.83:  50%|████▉     | 12490/25000 [03:57<03:42, 56.25it/s]
Average Loss = 106.8:  50%|████▉     | 12490/25000 [03:57<03:42, 56.25it/s] 
Average Loss = 106.8:  50%|████▉     | 12490/25000 [03:57<03:42, 56.25it/s]
Average Loss = 106.8:  50%|████▉     | 12496/25000 [03:58<03:42, 56.20it/s]
Average Loss = 106.69:  50%|████▉     | 12496/25000 [03:58<03:42, 56.20it/s]
Average Loss = 106.69:  50%|████▉     | 12496/25000 [03:58<03:42, 56.20it/s]
Average Loss = 106.69:  50%|█████     | 12502/25000 [03:58<03:42, 56.22it/s]
Average Loss = 106.69:  50%|█████     | 12508/25000 [03:58<03:42, 56.22it/s]
Average Loss = 106.7:  50%|█████     | 12508/25000 [03:58<03:42, 56.22it/s] 
Average Loss = 106.7:  50%|█████     | 12508/25000 [03:58<03:42, 56.22it/s]
Average Loss = 106.7:  50%|█████     | 12514/25000 [03:58<03:42, 56.20it/s]
Average Loss = 106.7:  50%|█████     | 12520/25000 [03:58<03:44, 55.63it/s]
Average Loss = 106.47:  50%|█████     | 12520/25000 [03:58<03:44, 55.63it/s]
Average Loss = 106.47:  50%|█████     | 12520/25000 [03:58<03:44, 55.63it/s]
Average Loss = 106.47:  50%|█████     | 12526/25000 [03:58<03:43, 55.74it/s]
Average Loss = 106.38:  50%|█████     | 12526/25000 [03:58<03:43, 55.74it/s]
Average Loss = 106.38:  50%|█████     | 12526/25000 [03:58<03:43, 55.74it/s]
Average Loss = 106.38:  50%|█████     | 12532/25000 [03:58<03:48, 54.57it/s]
Average Loss = 106.38:  50%|█████     | 12538/25000 [03:58<03:46, 55.11it/s]
Average Loss = 106.41:  50%|█████     | 12538/25000 [03:58<03:46, 55.11it/s]
Average Loss = 106.41:  50%|█████     | 12538/25000 [03:58<03:46, 55.11it/s]
Average Loss = 106.41:  50%|█████     | 12544/25000 [03:58<03:44, 55.37it/s]
Average Loss = 106.41:  50%|█████     | 12550/25000 [03:58<03:43, 55.66it/s]
Average Loss = 106.26:  50%|█████     | 12550/25000 [03:58<03:43, 55.66it/s]
Average Loss = 106.26:  50%|█████     | 12550/25000 [03:58<03:43, 55.66it/s]
Average Loss = 106.26:  50%|█████     | 12556/25000 [03:59<03:43, 55.77it/s]
Average Loss = 105.95:  50%|█████     | 12556/25000 [03:59<03:43, 55.77it/s]
Average Loss = 105.95:  50%|█████     | 12556/25000 [03:59<03:43, 55.77it/s]
Average Loss = 105.95:  50%|█████     | 12562/25000 [03:59<03:42, 55.86it/s]
Average Loss = 105.95:  50%|█████     | 12568/25000 [03:59<03:41, 56.10it/s]
Average Loss = 105.48:  50%|█████     | 12568/25000 [03:59<03:41, 56.10it/s]
Average Loss = 105.48:  50%|█████     | 12568/25000 [03:59<03:41, 56.10it/s]
Average Loss = 105.48:  50%|█████     | 12574/25000 [03:59<03:41, 56.07it/s]
Average Loss = 105.48:  50%|█████     | 12580/25000 [03:59<03:41, 56.03it/s]
Average Loss = 105.36:  50%|█████     | 12580/25000 [03:59<03:41, 56.03it/s]
Average Loss = 105.36:  50%|█████     | 12580/25000 [03:59<03:41, 56.03it/s]
Average Loss = 105.36:  50%|█████     | 12586/25000 [03:59<03:41, 55.95it/s]
Average Loss = 105.14:  50%|█████     | 12586/25000 [03:59<03:41, 55.95it/s]
Average Loss = 105.14:  50%|█████     | 12586/25000 [03:59<03:41, 55.95it/s]
Average Loss = 105.14:  50%|█████     | 12592/25000 [03:59<03:41, 55.92it/s]
Average Loss = 105.14:  50%|█████     | 12598/25000 [03:59<03:41, 55.93it/s]
Average Loss = 105.02:  50%|█████     | 12598/25000 [03:59<03:41, 55.93it/s]
Average Loss = 105.02:  50%|█████     | 12598/25000 [03:59<03:41, 55.93it/s]
Average Loss = 105.02:  50%|█████     | 12604/25000 [03:59<03:42, 55.79it/s]
Average Loss = 105.02:  50%|█████     | 12610/25000 [04:00<03:41, 55.90it/s]
Average Loss = 105.06:  50%|█████     | 12610/25000 [04:00<03:41, 55.90it/s]
Average Loss = 105.06:  50%|█████     | 12610/25000 [04:00<03:41, 55.90it/s]
Average Loss = 105.06:  50%|█████     | 12616/25000 [04:00<04:06, 50.27it/s]
Average Loss = 104.98:  50%|█████     | 12616/25000 [04:00<04:06, 50.27it/s]
Average Loss = 104.98:  50%|█████     | 12616/25000 [04:00<04:06, 50.27it/s]
Average Loss = 104.98:  50%|█████     | 12622/25000 [04:00<04:04, 50.60it/s]
Average Loss = 104.98:  51%|█████     | 12628/25000 [04:00<03:59, 51.70it/s]
Average Loss = 104.73:  51%|█████     | 12628/25000 [04:00<03:59, 51.70it/s]
Average Loss = 104.73:  51%|█████     | 12628/25000 [04:00<03:59, 51.70it/s]
Average Loss = 104.73:  51%|█████     | 12634/25000 [04:00<03:53, 52.97it/s]
Average Loss = 104.73:  51%|█████     | 12640/25000 [04:00<03:48, 53.98it/s]
Average Loss = 104.8:  51%|█████     | 12640/25000 [04:00<03:48, 53.98it/s] 
Average Loss = 104.8:  51%|█████     | 12640/25000 [04:00<03:48, 53.98it/s]
Average Loss = 104.8:  51%|█████     | 12646/25000 [04:00<03:46, 54.63it/s]
Average Loss = 104.62:  51%|█████     | 12646/25000 [04:00<03:46, 54.63it/s]
Average Loss = 104.62:  51%|█████     | 12646/25000 [04:00<03:46, 54.63it/s]
Average Loss = 104.62:  51%|█████     | 12652/25000 [04:00<03:44, 55.06it/s]
Average Loss = 104.62:  51%|█████     | 12658/25000 [04:00<03:42, 55.49it/s]
Average Loss = 104.31:  51%|█████     | 12658/25000 [04:01<03:42, 55.49it/s]
Average Loss = 104.31:  51%|█████     | 12658/25000 [04:01<03:42, 55.49it/s]
Average Loss = 104.31:  51%|█████     | 12664/25000 [04:01<03:41, 55.66it/s]
Average Loss = 104.31:  51%|█████     | 12670/25000 [04:01<03:40, 55.95it/s]
Average Loss = 104.06:  51%|█████     | 12670/25000 [04:01<03:40, 55.95it/s]
Average Loss = 104.06:  51%|█████     | 12670/25000 [04:01<03:40, 55.95it/s]
Average Loss = 104.06:  51%|█████     | 12676/25000 [04:01<03:40, 55.98it/s]
Average Loss = 103.82:  51%|█████     | 12676/25000 [04:01<03:40, 55.98it/s]
Average Loss = 103.82:  51%|█████     | 12676/25000 [04:01<03:40, 55.98it/s]
Average Loss = 103.82:  51%|█████     | 12682/25000 [04:01<03:39, 56.05it/s]
Average Loss = 103.82:  51%|█████     | 12688/25000 [04:01<03:39, 56.14it/s]
Average Loss = 103.43:  51%|█████     | 12688/25000 [04:01<03:39, 56.14it/s]
Average Loss = 103.43:  51%|█████     | 12688/25000 [04:01<03:39, 56.14it/s]
Average Loss = 103.43:  51%|█████     | 12694/25000 [04:01<03:39, 56.15it/s]
Average Loss = 103.43:  51%|█████     | 12700/25000 [04:01<03:38, 56.32it/s]
Average Loss = 103.15:  51%|█████     | 12700/25000 [04:01<03:38, 56.32it/s]
Average Loss = 103.15:  51%|█████     | 12700/25000 [04:01<03:38, 56.32it/s]
Average Loss = 103.15:  51%|█████     | 12706/25000 [04:01<03:38, 56.18it/s]
Average Loss = 102.88:  51%|█████     | 12706/25000 [04:01<03:38, 56.18it/s]
Average Loss = 102.88:  51%|█████     | 12706/25000 [04:01<03:38, 56.18it/s]
Average Loss = 102.88:  51%|█████     | 12712/25000 [04:01<03:38, 56.18it/s]
Average Loss = 102.88:  51%|█████     | 12718/25000 [04:02<03:38, 56.32it/s]
Average Loss = 102.54:  51%|█████     | 12718/25000 [04:02<03:38, 56.32it/s]
Average Loss = 102.54:  51%|█████     | 12718/25000 [04:02<03:38, 56.32it/s]
Average Loss = 102.54:  51%|█████     | 12724/25000 [04:02<03:38, 56.21it/s]
Average Loss = 102.54:  51%|█████     | 12730/25000 [04:02<03:38, 56.27it/s]
Average Loss = 102.26:  51%|█████     | 12730/25000 [04:02<03:38, 56.27it/s]
Average Loss = 102.26:  51%|█████     | 12730/25000 [04:02<03:38, 56.27it/s]
Average Loss = 102.26:  51%|█████     | 12736/25000 [04:02<03:38, 56.18it/s]
Average Loss = 101.96:  51%|█████     | 12736/25000 [04:02<03:38, 56.18it/s]
Average Loss = 101.96:  51%|█████     | 12736/25000 [04:02<03:38, 56.18it/s]
Average Loss = 101.96:  51%|█████     | 12742/25000 [04:02<03:40, 55.49it/s]
Average Loss = 101.96:  51%|█████     | 12748/25000 [04:02<03:39, 55.80it/s]
Average Loss = 101.73:  51%|█████     | 12748/25000 [04:02<03:39, 55.80it/s]
Average Loss = 101.73:  51%|█████     | 12748/25000 [04:02<03:39, 55.80it/s]
Average Loss = 101.73:  51%|█████     | 12754/25000 [04:02<03:39, 55.88it/s]
Average Loss = 101.73:  51%|█████     | 12760/25000 [04:02<03:38, 56.08it/s]
Average Loss = 101.68:  51%|█████     | 12760/25000 [04:02<03:38, 56.08it/s]
Average Loss = 101.68:  51%|█████     | 12760/25000 [04:02<03:38, 56.08it/s]
Average Loss = 101.68:  51%|█████     | 12766/25000 [04:02<03:38, 56.09it/s]
Average Loss = 101.64:  51%|█████     | 12766/25000 [04:02<03:38, 56.09it/s]
Average Loss = 101.64:  51%|█████     | 12766/25000 [04:02<03:38, 56.09it/s]
Average Loss = 101.64:  51%|█████     | 12772/25000 [04:02<03:37, 56.10it/s]
Average Loss = 101.64:  51%|█████     | 12778/25000 [04:03<03:37, 56.12it/s]
Average Loss = 101.44:  51%|█████     | 12778/25000 [04:03<03:37, 56.12it/s]
Average Loss = 101.44:  51%|█████     | 12778/25000 [04:03<03:37, 56.12it/s]
Average Loss = 101.44:  51%|█████     | 12784/25000 [04:03<03:38, 55.97it/s]
Average Loss = 101.44:  51%|█████     | 12790/25000 [04:03<03:37, 56.11it/s]
Average Loss = 101.24:  51%|█████     | 12790/25000 [04:03<03:37, 56.11it/s]
Average Loss = 101.24:  51%|█████     | 12790/25000 [04:03<03:37, 56.11it/s]
Average Loss = 101.24:  51%|█████     | 12796/25000 [04:03<03:37, 56.16it/s]
Average Loss = 100.89:  51%|█████     | 12796/25000 [04:03<03:37, 56.16it/s]
Average Loss = 100.89:  51%|█████     | 12796/25000 [04:03<03:37, 56.16it/s]
Average Loss = 100.89:  51%|█████     | 12802/25000 [04:03<03:37, 56.08it/s]
Average Loss = 100.89:  51%|█████     | 12808/25000 [04:03<03:36, 56.23it/s]
Average Loss = 100.66:  51%|█████     | 12808/25000 [04:03<03:36, 56.23it/s]
Average Loss = 100.66:  51%|█████     | 12808/25000 [04:03<03:36, 56.23it/s]
Average Loss = 100.66:  51%|█████▏    | 12814/25000 [04:03<03:36, 56.19it/s]
Average Loss = 100.66:  51%|█████▏    | 12820/25000 [04:03<03:36, 56.31it/s]
Average Loss = 100.58:  51%|█████▏    | 12820/25000 [04:03<03:36, 56.31it/s]
Average Loss = 100.58:  51%|█████▏    | 12820/25000 [04:03<03:36, 56.31it/s]
Average Loss = 100.58:  51%|█████▏    | 12826/25000 [04:03<03:36, 56.25it/s]
Average Loss = 100.25:  51%|█████▏    | 12826/25000 [04:04<03:36, 56.25it/s]
Average Loss = 100.25:  51%|█████▏    | 12826/25000 [04:04<03:36, 56.25it/s]
Average Loss = 100.25:  51%|█████▏    | 12832/25000 [04:04<03:36, 56.25it/s]
Average Loss = 100.25:  51%|█████▏    | 12838/25000 [04:04<03:36, 56.26it/s]
Average Loss = 100.07:  51%|█████▏    | 12838/25000 [04:04<03:36, 56.26it/s]
Average Loss = 100.07:  51%|█████▏    | 12838/25000 [04:04<03:36, 56.26it/s]
Average Loss = 100.07:  51%|█████▏    | 12844/25000 [04:04<03:36, 56.20it/s]
Average Loss = 100.07:  51%|█████▏    | 12850/25000 [04:04<03:35, 56.26it/s]
Average Loss = 99.673:  51%|█████▏    | 12850/25000 [04:04<03:35, 56.26it/s]
Average Loss = 99.673:  51%|█████▏    | 12850/25000 [04:04<03:35, 56.26it/s]
Average Loss = 99.673:  51%|█████▏    | 12856/25000 [04:04<03:35, 56.23it/s]
Average Loss = 99.353:  51%|█████▏    | 12856/25000 [04:04<03:35, 56.23it/s]
Average Loss = 99.353:  51%|█████▏    | 12856/25000 [04:04<03:35, 56.23it/s]
Average Loss = 99.353:  51%|█████▏    | 12862/25000 [04:04<03:36, 56.10it/s]
Average Loss = 99.353:  51%|█████▏    | 12868/25000 [04:04<03:35, 56.33it/s]
Average Loss = 99.111:  51%|█████▏    | 12868/25000 [04:04<03:35, 56.33it/s]
Average Loss = 99.111:  51%|█████▏    | 12868/25000 [04:04<03:35, 56.33it/s]
Average Loss = 99.111:  51%|█████▏    | 12874/25000 [04:04<03:35, 56.31it/s]
Average Loss = 99.111:  52%|█████▏    | 12880/25000 [04:04<03:35, 56.35it/s]
Average Loss = 99.097:  52%|█████▏    | 12880/25000 [04:04<03:35, 56.35it/s]
Average Loss = 99.097:  52%|█████▏    | 12880/25000 [04:04<03:35, 56.35it/s]
Average Loss = 99.097:  52%|█████▏    | 12886/25000 [04:05<03:35, 56.20it/s]
Average Loss = 98.724:  52%|█████▏    | 12886/25000 [04:05<03:35, 56.20it/s]
Average Loss = 98.724:  52%|█████▏    | 12886/25000 [04:05<03:35, 56.20it/s]
Average Loss = 98.724:  52%|█████▏    | 12892/25000 [04:05<03:35, 56.08it/s]
Average Loss = 98.724:  52%|█████▏    | 12898/25000 [04:05<03:35, 56.21it/s]
Average Loss = 98.407:  52%|█████▏    | 12898/25000 [04:05<03:35, 56.21it/s]
Average Loss = 98.407:  52%|█████▏    | 12898/25000 [04:05<03:35, 56.21it/s]
Average Loss = 98.407:  52%|█████▏    | 12904/25000 [04:05<03:35, 56.19it/s]
Average Loss = 98.407:  52%|█████▏    | 12910/25000 [04:05<03:34, 56.26it/s]
Average Loss = 98.212:  52%|█████▏    | 12910/25000 [04:05<03:34, 56.26it/s]
Average Loss = 98.212:  52%|█████▏    | 12910/25000 [04:05<03:34, 56.26it/s]
Average Loss = 98.212:  52%|█████▏    | 12916/25000 [04:05<03:35, 56.16it/s]
Average Loss = 97.963:  52%|█████▏    | 12916/25000 [04:05<03:35, 56.16it/s]
Average Loss = 97.963:  52%|█████▏    | 12916/25000 [04:05<03:35, 56.16it/s]
Average Loss = 97.963:  52%|█████▏    | 12922/25000 [04:05<03:35, 56.14it/s]
Average Loss = 97.963:  52%|█████▏    | 12928/25000 [04:05<03:34, 56.30it/s]
Average Loss = 97.726:  52%|█████▏    | 12928/25000 [04:05<03:34, 56.30it/s]
Average Loss = 97.726:  52%|█████▏    | 12928/25000 [04:05<03:34, 56.30it/s]
Average Loss = 97.726:  52%|█████▏    | 12934/25000 [04:05<03:34, 56.20it/s]
Average Loss = 97.726:  52%|█████▏    | 12940/25000 [04:05<03:34, 56.25it/s]
Average Loss = 97.497:  52%|█████▏    | 12940/25000 [04:05<03:34, 56.25it/s]
Average Loss = 97.497:  52%|█████▏    | 12940/25000 [04:05<03:34, 56.25it/s]
Average Loss = 97.497:  52%|█████▏    | 12946/25000 [04:06<03:34, 56.12it/s]
Average Loss = 97.501:  52%|█████▏    | 12946/25000 [04:06<03:34, 56.12it/s]
Average Loss = 97.501:  52%|█████▏    | 12946/25000 [04:06<03:34, 56.12it/s]
Average Loss = 97.501:  52%|█████▏    | 12952/25000 [04:06<03:34, 56.10it/s]
Average Loss = 97.501:  52%|█████▏    | 12958/25000 [04:06<03:34, 56.21it/s]
Average Loss = 97.219:  52%|█████▏    | 12958/25000 [04:06<03:34, 56.21it/s]
Average Loss = 97.219:  52%|█████▏    | 12958/25000 [04:06<03:34, 56.21it/s]
Average Loss = 97.219:  52%|█████▏    | 12964/25000 [04:06<03:36, 55.60it/s]
Average Loss = 97.219:  52%|█████▏    | 12970/25000 [04:06<03:35, 55.72it/s]
Average Loss = 96.993:  52%|█████▏    | 12970/25000 [04:06<03:35, 55.72it/s]
Average Loss = 96.993:  52%|█████▏    | 12970/25000 [04:06<03:35, 55.72it/s]
Average Loss = 96.993:  52%|█████▏    | 12976/25000 [04:06<03:35, 55.83it/s]
Average Loss = 96.663:  52%|█████▏    | 12976/25000 [04:06<03:35, 55.83it/s]
Average Loss = 96.663:  52%|█████▏    | 12976/25000 [04:06<03:35, 55.83it/s]
Average Loss = 96.663:  52%|█████▏    | 12982/25000 [04:06<03:34, 55.94it/s]
Average Loss = 96.663:  52%|█████▏    | 12988/25000 [04:06<03:34, 56.05it/s]
Average Loss = 96.431:  52%|█████▏    | 12988/25000 [04:06<03:34, 56.05it/s]
Average Loss = 96.431:  52%|█████▏    | 12988/25000 [04:06<03:34, 56.05it/s]
Average Loss = 96.431:  52%|█████▏    | 12994/25000 [04:06<03:34, 56.04it/s]
Average Loss = 96.431:  52%|█████▏    | 13000/25000 [04:07<03:33, 56.22it/s]
Average Loss = 96.4:  52%|█████▏    | 13000/25000 [04:07<03:33, 56.22it/s]  
Average Loss = 96.4:  52%|█████▏    | 13000/25000 [04:07<03:33, 56.22it/s]
Average Loss = 96.4:  52%|█████▏    | 13006/25000 [04:07<03:33, 56.18it/s]
Average Loss = 96.21:  52%|█████▏    | 13006/25000 [04:07<03:33, 56.18it/s]
Average Loss = 96.21:  52%|█████▏    | 13006/25000 [04:07<03:33, 56.18it/s]
Average Loss = 96.21:  52%|█████▏    | 13012/25000 [04:07<03:33, 56.09it/s]
Average Loss = 96.21:  52%|█████▏    | 13018/25000 [04:07<03:33, 56.19it/s]
Average Loss = 96.113:  52%|█████▏    | 13018/25000 [04:07<03:33, 56.19it/s]
Average Loss = 96.113:  52%|█████▏    | 13018/25000 [04:07<03:33, 56.19it/s]
Average Loss = 96.113:  52%|█████▏    | 13024/25000 [04:07<03:33, 56.11it/s]
Average Loss = 96.113:  52%|█████▏    | 13030/25000 [04:07<03:32, 56.21it/s]
Average Loss = 95.927:  52%|█████▏    | 13030/25000 [04:07<03:32, 56.21it/s]
Average Loss = 95.927:  52%|█████▏    | 13030/25000 [04:07<03:32, 56.21it/s]
Average Loss = 95.927:  52%|█████▏    | 13036/25000 [04:07<03:33, 56.14it/s]
Average Loss = 95.722:  52%|█████▏    | 13036/25000 [04:07<03:33, 56.14it/s]
Average Loss = 95.722:  52%|█████▏    | 13036/25000 [04:07<03:33, 56.14it/s]
Average Loss = 95.722:  52%|█████▏    | 13042/25000 [04:07<03:33, 56.12it/s]
Average Loss = 95.722:  52%|█████▏    | 13048/25000 [04:07<03:32, 56.29it/s]
Average Loss = 95.469:  52%|█████▏    | 13048/25000 [04:07<03:32, 56.29it/s]
Average Loss = 95.469:  52%|█████▏    | 13048/25000 [04:07<03:32, 56.29it/s]
Average Loss = 95.469:  52%|█████▏    | 13054/25000 [04:08<03:32, 56.27it/s]
Average Loss = 95.469:  52%|█████▏    | 13060/25000 [04:08<03:31, 56.32it/s]
Average Loss = 95.203:  52%|█████▏    | 13060/25000 [04:08<03:31, 56.32it/s]
Average Loss = 95.203:  52%|█████▏    | 13060/25000 [04:08<03:31, 56.32it/s]
Average Loss = 95.203:  52%|█████▏    | 13066/25000 [04:08<03:32, 56.23it/s]
Average Loss = 94.88:  52%|█████▏    | 13066/25000 [04:08<03:32, 56.23it/s] 
Average Loss = 94.88:  52%|█████▏    | 13066/25000 [04:08<03:32, 56.23it/s]
Average Loss = 94.88:  52%|█████▏    | 13072/25000 [04:08<03:32, 56.19it/s]
Average Loss = 94.88:  52%|█████▏    | 13078/25000 [04:08<03:32, 56.13it/s]
Average Loss = 94.628:  52%|█████▏    | 13078/25000 [04:08<03:32, 56.13it/s]
Average Loss = 94.628:  52%|█████▏    | 13078/25000 [04:08<03:32, 56.13it/s]
Average Loss = 94.628:  52%|█████▏    | 13084/25000 [04:08<03:32, 56.04it/s]
Average Loss = 94.628:  52%|█████▏    | 13090/25000 [04:08<03:32, 56.15it/s]
Average Loss = 94.618:  52%|█████▏    | 13090/25000 [04:08<03:32, 56.15it/s]
Average Loss = 94.618:  52%|█████▏    | 13090/25000 [04:08<03:32, 56.15it/s]
Average Loss = 94.618:  52%|█████▏    | 13096/25000 [04:08<03:32, 56.11it/s]
Average Loss = 94.328:  52%|█████▏    | 13096/25000 [04:08<03:32, 56.11it/s]
Average Loss = 94.328:  52%|█████▏    | 13096/25000 [04:08<03:32, 56.11it/s]
Average Loss = 94.328:  52%|█████▏    | 13102/25000 [04:08<03:32, 56.12it/s]
Average Loss = 94.328:  52%|█████▏    | 13108/25000 [04:08<03:31, 56.27it/s]
Average Loss = 94.025:  52%|█████▏    | 13108/25000 [04:09<03:31, 56.27it/s]
Average Loss = 94.025:  52%|█████▏    | 13108/25000 [04:09<03:31, 56.27it/s]
Average Loss = 94.025:  52%|█████▏    | 13114/25000 [04:09<03:31, 56.18it/s]
Average Loss = 94.025:  52%|█████▏    | 13120/25000 [04:09<03:31, 56.26it/s]
Average Loss = 93.818:  52%|█████▏    | 13120/25000 [04:09<03:31, 56.26it/s]
Average Loss = 93.818:  52%|█████▏    | 13120/25000 [04:09<03:31, 56.26it/s]
Average Loss = 93.818:  53%|█████▎    | 13126/25000 [04:09<03:31, 56.20it/s]
Average Loss = 93.725:  53%|█████▎    | 13126/25000 [04:09<03:31, 56.20it/s]
Average Loss = 93.725:  53%|█████▎    | 13126/25000 [04:09<03:31, 56.20it/s]
Average Loss = 93.725:  53%|█████▎    | 13132/25000 [04:09<03:31, 56.20it/s]
Average Loss = 93.725:  53%|█████▎    | 13138/25000 [04:09<03:30, 56.28it/s]
Average Loss = 93.527:  53%|█████▎    | 13138/25000 [04:09<03:30, 56.28it/s]
Average Loss = 93.527:  53%|█████▎    | 13138/25000 [04:09<03:30, 56.28it/s]
Average Loss = 93.527:  53%|█████▎    | 13144/25000 [04:09<03:31, 55.98it/s]
Average Loss = 93.527:  53%|█████▎    | 13150/25000 [04:09<03:31, 56.16it/s]
Average Loss = 93.253:  53%|█████▎    | 13150/25000 [04:09<03:31, 56.16it/s]
Average Loss = 93.253:  53%|█████▎    | 13150/25000 [04:09<03:31, 56.16it/s]
Average Loss = 93.253:  53%|█████▎    | 13156/25000 [04:09<03:31, 56.12it/s]
Average Loss = 93.017:  53%|█████▎    | 13156/25000 [04:09<03:31, 56.12it/s]
Average Loss = 93.017:  53%|█████▎    | 13156/25000 [04:09<03:31, 56.12it/s]
Average Loss = 93.017:  53%|█████▎    | 13162/25000 [04:09<03:30, 56.12it/s]
Average Loss = 93.017:  53%|█████▎    | 13168/25000 [04:10<03:30, 56.12it/s]
Average Loss = 92.796:  53%|█████▎    | 13168/25000 [04:10<03:30, 56.12it/s]
Average Loss = 92.796:  53%|█████▎    | 13168/25000 [04:10<03:30, 56.12it/s]
Average Loss = 92.796:  53%|█████▎    | 13174/25000 [04:10<03:30, 56.05it/s]
Average Loss = 92.796:  53%|█████▎    | 13180/25000 [04:10<03:30, 56.15it/s]
Average Loss = 92.668:  53%|█████▎    | 13180/25000 [04:10<03:30, 56.15it/s]
Average Loss = 92.668:  53%|█████▎    | 13180/25000 [04:10<03:30, 56.15it/s]
Average Loss = 92.668:  53%|█████▎    | 13186/25000 [04:10<03:30, 56.22it/s]
Average Loss = 92.391:  53%|█████▎    | 13186/25000 [04:10<03:30, 56.22it/s]
Average Loss = 92.391:  53%|█████▎    | 13186/25000 [04:10<03:30, 56.22it/s]
Average Loss = 92.391:  53%|█████▎    | 13192/25000 [04:10<03:32, 55.48it/s]
Average Loss = 92.391:  53%|█████▎    | 13198/25000 [04:10<03:32, 55.65it/s]
Average Loss = 92.2:  53%|█████▎    | 13198/25000 [04:10<03:32, 55.65it/s]  
Average Loss = 92.2:  53%|█████▎    | 13198/25000 [04:10<03:32, 55.65it/s]
Average Loss = 92.2:  53%|█████▎    | 13204/25000 [04:10<03:31, 55.83it/s]
Average Loss = 92.2:  53%|█████▎    | 13210/25000 [04:10<03:30, 56.02it/s]
Average Loss = 92.108:  53%|█████▎    | 13210/25000 [04:10<03:30, 56.02it/s]
Average Loss = 92.108:  53%|█████▎    | 13210/25000 [04:10<03:30, 56.02it/s]
Average Loss = 92.108:  53%|█████▎    | 13216/25000 [04:10<03:30, 56.00it/s]
Average Loss = 91.894:  53%|█████▎    | 13216/25000 [04:10<03:30, 56.00it/s]
Average Loss = 91.894:  53%|█████▎    | 13216/25000 [04:10<03:30, 56.00it/s]
Average Loss = 91.894:  53%|█████▎    | 13222/25000 [04:11<03:30, 56.03it/s]
Average Loss = 91.894:  53%|█████▎    | 13228/25000 [04:11<03:29, 56.23it/s]
Average Loss = 91.951:  53%|█████▎    | 13228/25000 [04:11<03:29, 56.23it/s]
Average Loss = 91.951:  53%|█████▎    | 13228/25000 [04:11<03:29, 56.23it/s]
Average Loss = 91.951:  53%|█████▎    | 13234/25000 [04:11<03:29, 56.15it/s]
Average Loss = 91.951:  53%|█████▎    | 13240/25000 [04:11<03:29, 56.25it/s]
Average Loss = 91.697:  53%|█████▎    | 13240/25000 [04:11<03:29, 56.25it/s]
Average Loss = 91.697:  53%|█████▎    | 13240/25000 [04:11<03:29, 56.25it/s]
Average Loss = 91.697:  53%|█████▎    | 13246/25000 [04:11<03:28, 56.24it/s]
Average Loss = 91.483:  53%|█████▎    | 13246/25000 [04:11<03:28, 56.24it/s]
Average Loss = 91.483:  53%|█████▎    | 13246/25000 [04:11<03:28, 56.24it/s]
Average Loss = 91.483:  53%|█████▎    | 13252/25000 [04:11<03:29, 56.17it/s]
Average Loss = 91.483:  53%|█████▎    | 13258/25000 [04:11<03:28, 56.27it/s]
Average Loss = 91.249:  53%|█████▎    | 13258/25000 [04:11<03:28, 56.27it/s]
Average Loss = 91.249:  53%|█████▎    | 13258/25000 [04:11<03:28, 56.27it/s]
Average Loss = 91.249:  53%|█████▎    | 13264/25000 [04:11<03:28, 56.20it/s]
Average Loss = 91.249:  53%|█████▎    | 13270/25000 [04:11<03:28, 56.34it/s]
Average Loss = 91.082:  53%|█████▎    | 13270/25000 [04:11<03:28, 56.34it/s]
Average Loss = 91.082:  53%|█████▎    | 13270/25000 [04:11<03:28, 56.34it/s]
Average Loss = 91.082:  53%|█████▎    | 13276/25000 [04:11<03:28, 56.32it/s]
Average Loss = 90.947:  53%|█████▎    | 13276/25000 [04:12<03:28, 56.32it/s]
Average Loss = 90.947:  53%|█████▎    | 13276/25000 [04:12<03:28, 56.32it/s]
Average Loss = 90.947:  53%|█████▎    | 13282/25000 [04:12<03:28, 56.16it/s]
Average Loss = 90.947:  53%|█████▎    | 13288/25000 [04:12<03:28, 56.13it/s]
Average Loss = 90.767:  53%|█████▎    | 13288/25000 [04:12<03:28, 56.13it/s]
Average Loss = 90.767:  53%|█████▎    | 13288/25000 [04:12<03:28, 56.13it/s]
Average Loss = 90.767:  53%|█████▎    | 13294/25000 [04:12<03:28, 56.12it/s]
Average Loss = 90.767:  53%|█████▎    | 13300/25000 [04:12<03:31, 55.43it/s]
Average Loss = 90.445:  53%|█████▎    | 13300/25000 [04:12<03:31, 55.43it/s]
Average Loss = 90.445:  53%|█████▎    | 13300/25000 [04:12<03:31, 55.43it/s]
Average Loss = 90.445:  53%|█████▎    | 13306/25000 [04:12<03:31, 55.30it/s]
Average Loss = 90.285:  53%|█████▎    | 13306/25000 [04:12<03:31, 55.30it/s]
Average Loss = 90.285:  53%|█████▎    | 13306/25000 [04:12<03:31, 55.30it/s]
Average Loss = 90.285:  53%|█████▎    | 13312/25000 [04:12<03:31, 55.22it/s]
Average Loss = 90.285:  53%|█████▎    | 13318/25000 [04:12<03:31, 55.28it/s]
Average Loss = 89.998:  53%|█████▎    | 13318/25000 [04:12<03:31, 55.28it/s]
Average Loss = 89.998:  53%|█████▎    | 13318/25000 [04:12<03:31, 55.28it/s]
Average Loss = 89.998:  53%|█████▎    | 13324/25000 [04:12<03:31, 55.17it/s]
Average Loss = 89.998:  53%|█████▎    | 13330/25000 [04:12<03:31, 55.24it/s]
Average Loss = 89.833:  53%|█████▎    | 13330/25000 [04:12<03:31, 55.24it/s]
Average Loss = 89.833:  53%|█████▎    | 13330/25000 [04:12<03:31, 55.24it/s]
Average Loss = 89.833:  53%|█████▎    | 13336/25000 [04:13<03:31, 55.18it/s]
Average Loss = 89.666:  53%|█████▎    | 13336/25000 [04:13<03:31, 55.18it/s]
Average Loss = 89.666:  53%|█████▎    | 13336/25000 [04:13<03:31, 55.18it/s]
Average Loss = 89.666:  53%|█████▎    | 13342/25000 [04:13<03:31, 55.20it/s]
Average Loss = 89.666:  53%|█████▎    | 13348/25000 [04:13<03:30, 55.31it/s]
Average Loss = 89.42:  53%|█████▎    | 13348/25000 [04:13<03:30, 55.31it/s] 
Average Loss = 89.42:  53%|█████▎    | 13348/25000 [04:13<03:30, 55.31it/s]
Average Loss = 89.42:  53%|█████▎    | 13354/25000 [04:13<03:30, 55.29it/s]
Average Loss = 89.42:  53%|█████▎    | 13360/25000 [04:13<03:30, 55.33it/s]
Average Loss = 89.255:  53%|█████▎    | 13360/25000 [04:13<03:30, 55.33it/s]
Average Loss = 89.255:  53%|█████▎    | 13360/25000 [04:13<03:30, 55.33it/s]
Average Loss = 89.255:  53%|█████▎    | 13366/25000 [04:13<03:30, 55.20it/s]
Average Loss = 88.918:  53%|█████▎    | 13366/25000 [04:13<03:30, 55.20it/s]
Average Loss = 88.918:  53%|█████▎    | 13366/25000 [04:13<03:30, 55.20it/s]
Average Loss = 88.918:  53%|█████▎    | 13372/25000 [04:13<03:30, 55.16it/s]
Average Loss = 88.918:  54%|█████▎    | 13378/25000 [04:13<03:30, 55.28it/s]
Average Loss = 89.005:  54%|█████▎    | 13378/25000 [04:13<03:30, 55.28it/s]
Average Loss = 89.005:  54%|█████▎    | 13378/25000 [04:13<03:30, 55.28it/s]
Average Loss = 89.005:  54%|█████▎    | 13384/25000 [04:13<03:30, 55.23it/s]
Average Loss = 89.005:  54%|█████▎    | 13390/25000 [04:14<03:29, 55.31it/s]
Average Loss = 88.805:  54%|█████▎    | 13390/25000 [04:14<03:29, 55.31it/s]
Average Loss = 88.805:  54%|█████▎    | 13390/25000 [04:14<03:29, 55.31it/s]
Average Loss = 88.805:  54%|█████▎    | 13396/25000 [04:14<03:34, 54.15it/s]
Average Loss = 88.635:  54%|█████▎    | 13396/25000 [04:14<03:34, 54.15it/s]
Average Loss = 88.635:  54%|█████▎    | 13396/25000 [04:14<03:34, 54.15it/s]
Average Loss = 88.635:  54%|█████▎    | 13402/25000 [04:14<03:33, 54.33it/s]
Average Loss = 88.635:  54%|█████▎    | 13408/25000 [04:14<03:32, 54.66it/s]
Average Loss = 88.331:  54%|█████▎    | 13408/25000 [04:14<03:32, 54.66it/s]
Average Loss = 88.331:  54%|█████▎    | 13408/25000 [04:14<03:32, 54.66it/s]
Average Loss = 88.331:  54%|█████▎    | 13414/25000 [04:14<03:33, 54.25it/s]
Average Loss = 88.331:  54%|█████▎    | 13420/25000 [04:14<03:31, 54.71it/s]
Average Loss = 88.131:  54%|█████▎    | 13420/25000 [04:14<03:31, 54.71it/s]
Average Loss = 88.131:  54%|█████▎    | 13420/25000 [04:14<03:31, 54.71it/s]
Average Loss = 88.131:  54%|█████▎    | 13426/25000 [04:14<03:31, 54.82it/s]
Average Loss = 87.81:  54%|█████▎    | 13426/25000 [04:14<03:31, 54.82it/s] 
Average Loss = 87.81:  54%|█████▎    | 13426/25000 [04:14<03:31, 54.82it/s]
Average Loss = 87.81:  54%|█████▎    | 13432/25000 [04:14<03:30, 54.97it/s]
Average Loss = 87.81:  54%|█████▍    | 13438/25000 [04:14<03:29, 55.17it/s]
Average Loss = 87.861:  54%|█████▍    | 13438/25000 [04:14<03:29, 55.17it/s]
Average Loss = 87.861:  54%|█████▍    | 13438/25000 [04:14<03:29, 55.17it/s]
Average Loss = 87.861:  54%|█████▍    | 13444/25000 [04:15<03:29, 55.19it/s]
Average Loss = 87.861:  54%|█████▍    | 13450/25000 [04:15<03:28, 55.29it/s]
Average Loss = 87.591:  54%|█████▍    | 13450/25000 [04:15<03:28, 55.29it/s]
Average Loss = 87.591:  54%|█████▍    | 13450/25000 [04:15<03:28, 55.29it/s]
Average Loss = 87.591:  54%|█████▍    | 13456/25000 [04:15<03:29, 55.22it/s]
Average Loss = 87.384:  54%|█████▍    | 13456/25000 [04:15<03:29, 55.22it/s]
Average Loss = 87.384:  54%|█████▍    | 13456/25000 [04:15<03:29, 55.22it/s]
Average Loss = 87.384:  54%|█████▍    | 13462/25000 [04:15<03:29, 55.20it/s]
Average Loss = 87.384:  54%|█████▍    | 13468/25000 [04:15<03:28, 55.28it/s]
Average Loss = 87.422:  54%|█████▍    | 13468/25000 [04:15<03:28, 55.28it/s]
Average Loss = 87.422:  54%|█████▍    | 13468/25000 [04:15<03:28, 55.28it/s]
Average Loss = 87.422:  54%|█████▍    | 13474/25000 [04:15<03:28, 55.36it/s]
Average Loss = 87.422:  54%|█████▍    | 13480/25000 [04:15<03:27, 55.43it/s]
Average Loss = 87.282:  54%|█████▍    | 13480/25000 [04:15<03:27, 55.43it/s]
Average Loss = 87.282:  54%|█████▍    | 13480/25000 [04:15<03:27, 55.43it/s]
Average Loss = 87.282:  54%|█████▍    | 13486/25000 [04:15<03:28, 55.27it/s]
Average Loss = 87.073:  54%|█████▍    | 13486/25000 [04:15<03:28, 55.27it/s]
Average Loss = 87.073:  54%|█████▍    | 13486/25000 [04:15<03:28, 55.27it/s]
Average Loss = 87.073:  54%|█████▍    | 13492/25000 [04:15<03:28, 55.15it/s]
Average Loss = 87.073:  54%|█████▍    | 13498/25000 [04:15<03:28, 55.20it/s]
Average Loss = 86.971:  54%|█████▍    | 13498/25000 [04:16<03:28, 55.20it/s]
Average Loss = 86.971:  54%|█████▍    | 13498/25000 [04:16<03:28, 55.20it/s]
Average Loss = 86.971:  54%|█████▍    | 13504/25000 [04:16<03:28, 55.17it/s]
Average Loss = 86.971:  54%|█████▍    | 13510/25000 [04:16<03:27, 55.28it/s]
Average Loss = 86.723:  54%|█████▍    | 13510/25000 [04:16<03:27, 55.28it/s]
Average Loss = 86.723:  54%|█████▍    | 13510/25000 [04:16<03:27, 55.28it/s]
Average Loss = 86.723:  54%|█████▍    | 13516/25000 [04:16<03:28, 55.21it/s]
Average Loss = 86.573:  54%|█████▍    | 13516/25000 [04:16<03:28, 55.21it/s]
Average Loss = 86.573:  54%|█████▍    | 13516/25000 [04:16<03:28, 55.21it/s]
Average Loss = 86.573:  54%|█████▍    | 13522/25000 [04:16<03:30, 54.59it/s]
Average Loss = 86.573:  54%|█████▍    | 13528/25000 [04:16<03:29, 54.83it/s]
Average Loss = 86.48:  54%|█████▍    | 13528/25000 [04:16<03:29, 54.83it/s] 
Average Loss = 86.48:  54%|█████▍    | 13528/25000 [04:16<03:29, 54.83it/s]
Average Loss = 86.48:  54%|█████▍    | 13534/25000 [04:16<03:28, 54.97it/s]
Average Loss = 86.48:  54%|█████▍    | 13540/25000 [04:16<03:27, 55.14it/s]
Average Loss = 86.204:  54%|█████▍    | 13540/25000 [04:16<03:27, 55.14it/s]
Average Loss = 86.204:  54%|█████▍    | 13540/25000 [04:16<03:27, 55.14it/s]
Average Loss = 86.204:  54%|█████▍    | 13546/25000 [04:16<03:28, 55.04it/s]
Average Loss = 85.84:  54%|█████▍    | 13546/25000 [04:16<03:28, 55.04it/s] 
Average Loss = 85.84:  54%|█████▍    | 13546/25000 [04:16<03:28, 55.04it/s]
Average Loss = 85.84:  54%|█████▍    | 13552/25000 [04:16<03:27, 55.05it/s]
Average Loss = 85.84:  54%|█████▍    | 13558/25000 [04:17<03:27, 55.19it/s]
Average Loss = 85.75:  54%|█████▍    | 13558/25000 [04:17<03:27, 55.19it/s]
Average Loss = 85.75:  54%|█████▍    | 13558/25000 [04:17<03:27, 55.19it/s]
Average Loss = 85.75:  54%|█████▍    | 13564/25000 [04:17<03:27, 55.16it/s]
Average Loss = 85.75:  54%|█████▍    | 13570/25000 [04:17<03:26, 55.28it/s]
Average Loss = 85.635:  54%|█████▍    | 13570/25000 [04:17<03:26, 55.28it/s]
Average Loss = 85.635:  54%|█████▍    | 13570/25000 [04:17<03:26, 55.28it/s]
Average Loss = 85.635:  54%|█████▍    | 13576/25000 [04:17<03:26, 55.35it/s]
Average Loss = 85.374:  54%|█████▍    | 13576/25000 [04:17<03:26, 55.35it/s]
Average Loss = 85.374:  54%|█████▍    | 13576/25000 [04:17<03:26, 55.35it/s]
Average Loss = 85.374:  54%|█████▍    | 13582/25000 [04:17<03:26, 55.32it/s]
Average Loss = 85.374:  54%|█████▍    | 13588/25000 [04:17<03:26, 55.36it/s]
Average Loss = 85.124:  54%|█████▍    | 13588/25000 [04:17<03:26, 55.36it/s]
Average Loss = 85.124:  54%|█████▍    | 13588/25000 [04:17<03:26, 55.36it/s]
Average Loss = 85.124:  54%|█████▍    | 13594/25000 [04:17<03:26, 55.24it/s]
Average Loss = 85.124:  54%|█████▍    | 13600/25000 [04:17<03:25, 55.34it/s]
Average Loss = 85.095:  54%|█████▍    | 13600/25000 [04:17<03:25, 55.34it/s]
Average Loss = 85.095:  54%|█████▍    | 13600/25000 [04:17<03:25, 55.34it/s]
Average Loss = 85.095:  54%|█████▍    | 13606/25000 [04:17<03:26, 55.24it/s]
Average Loss = 84.757:  54%|█████▍    | 13606/25000 [04:18<03:26, 55.24it/s]
Average Loss = 84.757:  54%|█████▍    | 13606/25000 [04:18<03:26, 55.24it/s]
Average Loss = 84.757:  54%|█████▍    | 13612/25000 [04:18<03:26, 55.24it/s]
Average Loss = 84.757:  54%|█████▍    | 13618/25000 [04:18<03:25, 55.30it/s]
Average Loss = 84.487:  54%|█████▍    | 13618/25000 [04:18<03:25, 55.30it/s]
Average Loss = 84.487:  54%|█████▍    | 13618/25000 [04:18<03:25, 55.30it/s]
Average Loss = 84.487:  54%|█████▍    | 13624/25000 [04:18<03:25, 55.23it/s]
Average Loss = 84.487:  55%|█████▍    | 13630/25000 [04:18<03:25, 55.22it/s]
Average Loss = 84.414:  55%|█████▍    | 13630/25000 [04:18<03:25, 55.22it/s]
Average Loss = 84.414:  55%|█████▍    | 13630/25000 [04:18<03:25, 55.22it/s]
Average Loss = 84.414:  55%|█████▍    | 13636/25000 [04:18<03:25, 55.21it/s]
Average Loss = 84.231:  55%|█████▍    | 13636/25000 [04:18<03:25, 55.21it/s]
Average Loss = 84.231:  55%|█████▍    | 13636/25000 [04:18<03:25, 55.21it/s]
Average Loss = 84.231:  55%|█████▍    | 13642/25000 [04:18<03:25, 55.15it/s]
Average Loss = 84.231:  55%|█████▍    | 13648/25000 [04:18<03:30, 53.97it/s]
Average Loss = 84.159:  55%|█████▍    | 13648/25000 [04:18<03:30, 53.97it/s]
Average Loss = 84.159:  55%|█████▍    | 13648/25000 [04:18<03:30, 53.97it/s]
Average Loss = 84.159:  55%|█████▍    | 13654/25000 [04:18<03:28, 54.37it/s]
Average Loss = 84.159:  55%|█████▍    | 13660/25000 [04:18<03:27, 54.64it/s]
Average Loss = 84.122:  55%|█████▍    | 13660/25000 [04:18<03:27, 54.64it/s]
Average Loss = 84.122:  55%|█████▍    | 13660/25000 [04:18<03:27, 54.64it/s]
Average Loss = 84.122:  55%|█████▍    | 13666/25000 [04:19<03:26, 54.77it/s]
Average Loss = 84:  55%|█████▍    | 13666/25000 [04:19<03:26, 54.77it/s]    
Average Loss = 84:  55%|█████▍    | 13666/25000 [04:19<03:26, 54.77it/s]
Average Loss = 84:  55%|█████▍    | 13672/25000 [04:19<03:26, 54.86it/s]
Average Loss = 84:  55%|█████▍    | 13678/25000 [04:19<03:25, 55.06it/s]
Average Loss = 83.863:  55%|█████▍    | 13678/25000 [04:19<03:25, 55.06it/s]
Average Loss = 83.863:  55%|█████▍    | 13678/25000 [04:19<03:25, 55.06it/s]
Average Loss = 83.863:  55%|█████▍    | 13684/25000 [04:19<03:25, 55.04it/s]
Average Loss = 83.863:  55%|█████▍    | 13690/25000 [04:19<03:24, 55.22it/s]
Average Loss = 84.032:  55%|█████▍    | 13690/25000 [04:19<03:24, 55.22it/s]
Average Loss = 84.032:  55%|█████▍    | 13690/25000 [04:19<03:24, 55.22it/s]
Average Loss = 84.032:  55%|█████▍    | 13696/25000 [04:19<03:24, 55.24it/s]
Average Loss = 83.931:  55%|█████▍    | 13696/25000 [04:19<03:24, 55.24it/s]
Average Loss = 83.931:  55%|█████▍    | 13696/25000 [04:19<03:24, 55.24it/s]
Average Loss = 83.931:  55%|█████▍    | 13702/25000 [04:19<03:24, 55.17it/s]
Average Loss = 83.931:  55%|█████▍    | 13708/25000 [04:19<03:24, 55.34it/s]
Average Loss = 83.761:  55%|█████▍    | 13708/25000 [04:19<03:24, 55.34it/s]
Average Loss = 83.761:  55%|█████▍    | 13708/25000 [04:19<03:24, 55.34it/s]
Average Loss = 83.761:  55%|█████▍    | 13714/25000 [04:19<03:23, 55.37it/s]
Average Loss = 83.761:  55%|█████▍    | 13720/25000 [04:20<03:22, 55.71it/s]
Average Loss = 83.621:  55%|█████▍    | 13720/25000 [04:20<03:22, 55.71it/s]
Average Loss = 83.621:  55%|█████▍    | 13720/25000 [04:20<03:22, 55.71it/s]
Average Loss = 83.621:  55%|█████▍    | 13726/25000 [04:20<03:21, 55.82it/s]
Average Loss = 83.484:  55%|█████▍    | 13726/25000 [04:20<03:21, 55.82it/s]
Average Loss = 83.484:  55%|█████▍    | 13726/25000 [04:20<03:21, 55.82it/s]
Average Loss = 83.484:  55%|█████▍    | 13732/25000 [04:20<03:21, 55.84it/s]
Average Loss = 83.484:  55%|█████▍    | 13738/25000 [04:20<03:21, 56.00it/s]
Average Loss = 83.321:  55%|█████▍    | 13738/25000 [04:20<03:21, 56.00it/s]
Average Loss = 83.321:  55%|█████▍    | 13738/25000 [04:20<03:21, 56.00it/s]
Average Loss = 83.321:  55%|█████▍    | 13744/25000 [04:20<03:23, 55.37it/s]
Average Loss = 83.321:  55%|█████▌    | 13750/25000 [04:20<03:22, 55.67it/s]
Average Loss = 83.365:  55%|█████▌    | 13750/25000 [04:20<03:22, 55.67it/s]
Average Loss = 83.365:  55%|█████▌    | 13750/25000 [04:20<03:22, 55.67it/s]
Average Loss = 83.365:  55%|█████▌    | 13756/25000 [04:20<03:21, 55.87it/s]
Average Loss = 83.23:  55%|█████▌    | 13756/25000 [04:20<03:21, 55.87it/s] 
Average Loss = 83.23:  55%|█████▌    | 13756/25000 [04:20<03:21, 55.87it/s]
Average Loss = 83.23:  55%|█████▌    | 13762/25000 [04:20<03:21, 55.88it/s]
Average Loss = 83.23:  55%|█████▌    | 13768/25000 [04:20<03:20, 56.05it/s]
Average Loss = 83.001:  55%|█████▌    | 13768/25000 [04:20<03:20, 56.05it/s]
Average Loss = 83.001:  55%|█████▌    | 13768/25000 [04:20<03:20, 56.05it/s]
Average Loss = 83.001:  55%|█████▌    | 13774/25000 [04:20<03:20, 55.99it/s]
Average Loss = 83.001:  55%|█████▌    | 13780/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.987:  55%|█████▌    | 13780/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.987:  55%|█████▌    | 13780/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.987:  55%|█████▌    | 13786/25000 [04:21<03:19, 56.11it/s]
Average Loss = 82.767:  55%|█████▌    | 13786/25000 [04:21<03:19, 56.11it/s]
Average Loss = 82.767:  55%|█████▌    | 13786/25000 [04:21<03:19, 56.11it/s]
Average Loss = 82.767:  55%|█████▌    | 13792/25000 [04:21<03:19, 56.07it/s]
Average Loss = 82.767:  55%|█████▌    | 13798/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.706:  55%|█████▌    | 13798/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.706:  55%|█████▌    | 13798/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.706:  55%|█████▌    | 13804/25000 [04:21<03:19, 56.07it/s]
Average Loss = 82.706:  55%|█████▌    | 13810/25000 [04:21<03:19, 56.19it/s]
Average Loss = 82.624:  55%|█████▌    | 13810/25000 [04:21<03:19, 56.19it/s]
Average Loss = 82.624:  55%|█████▌    | 13810/25000 [04:21<03:19, 56.19it/s]
Average Loss = 82.624:  55%|█████▌    | 13816/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.408:  55%|█████▌    | 13816/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.408:  55%|█████▌    | 13816/25000 [04:21<03:19, 56.15it/s]
Average Loss = 82.408:  55%|█████▌    | 13822/25000 [04:21<03:19, 56.17it/s]
Average Loss = 82.408:  55%|█████▌    | 13828/25000 [04:21<03:19, 56.13it/s]
Average Loss = 82.418:  55%|█████▌    | 13828/25000 [04:21<03:19, 56.13it/s]
Average Loss = 82.418:  55%|█████▌    | 13828/25000 [04:21<03:19, 56.13it/s]
Average Loss = 82.418:  55%|█████▌    | 13834/25000 [04:22<03:19, 56.05it/s]
Average Loss = 82.418:  55%|█████▌    | 13840/25000 [04:22<03:18, 56.20it/s]
Average Loss = 82.371:  55%|█████▌    | 13840/25000 [04:22<03:18, 56.20it/s]
Average Loss = 82.371:  55%|█████▌    | 13840/25000 [04:22<03:18, 56.20it/s]
Average Loss = 82.371:  55%|█████▌    | 13846/25000 [04:22<03:18, 56.10it/s]
Average Loss = 82.323:  55%|█████▌    | 13846/25000 [04:22<03:18, 56.10it/s]
Average Loss = 82.323:  55%|█████▌    | 13846/25000 [04:22<03:18, 56.10it/s]
Average Loss = 82.323:  55%|█████▌    | 13852/25000 [04:22<03:22, 55.07it/s]
Average Loss = 82.323:  55%|█████▌    | 13858/25000 [04:22<03:20, 55.47it/s]
Average Loss = 82.197:  55%|█████▌    | 13858/25000 [04:22<03:20, 55.47it/s]
Average Loss = 82.197:  55%|█████▌    | 13858/25000 [04:22<03:20, 55.47it/s]
Average Loss = 82.197:  55%|█████▌    | 13864/25000 [04:22<03:20, 55.61it/s]
Average Loss = 82.197:  55%|█████▌    | 13870/25000 [04:22<03:19, 55.82it/s]
Average Loss = 81.889:  55%|█████▌    | 13870/25000 [04:22<03:19, 55.82it/s]
Average Loss = 81.889:  55%|█████▌    | 13870/25000 [04:22<03:19, 55.82it/s]
Average Loss = 81.889:  56%|█████▌    | 13876/25000 [04:22<03:19, 55.89it/s]
Average Loss = 81.829:  56%|█████▌    | 13876/25000 [04:22<03:19, 55.89it/s]
Average Loss = 81.829:  56%|█████▌    | 13876/25000 [04:22<03:19, 55.89it/s]
Average Loss = 81.829:  56%|█████▌    | 13882/25000 [04:22<03:18, 55.92it/s]
Average Loss = 81.829:  56%|█████▌    | 13888/25000 [04:23<03:18, 56.10it/s]
Average Loss = 81.676:  56%|█████▌    | 13888/25000 [04:23<03:18, 56.10it/s]
Average Loss = 81.676:  56%|█████▌    | 13888/25000 [04:23<03:18, 56.10it/s]
Average Loss = 81.676:  56%|█████▌    | 13894/25000 [04:23<03:18, 56.04it/s]
Average Loss = 81.676:  56%|█████▌    | 13900/25000 [04:23<03:18, 56.02it/s]
Average Loss = 81.765:  56%|█████▌    | 13900/25000 [04:23<03:18, 56.02it/s]
Average Loss = 81.765:  56%|█████▌    | 13900/25000 [04:23<03:18, 56.02it/s]
Average Loss = 81.765:  56%|█████▌    | 13906/25000 [04:23<03:18, 56.01it/s]
Average Loss = 81.634:  56%|█████▌    | 13906/25000 [04:23<03:18, 56.01it/s]
Average Loss = 81.634:  56%|█████▌    | 13906/25000 [04:23<03:18, 56.01it/s]
Average Loss = 81.634:  56%|█████▌    | 13912/25000 [04:23<03:18, 55.99it/s]
Average Loss = 81.634:  56%|█████▌    | 13918/25000 [04:23<03:17, 56.10it/s]
Average Loss = 81.387:  56%|█████▌    | 13918/25000 [04:23<03:17, 56.10it/s]
Average Loss = 81.387:  56%|█████▌    | 13918/25000 [04:23<03:17, 56.10it/s]
Average Loss = 81.387:  56%|█████▌    | 13924/25000 [04:23<03:17, 56.07it/s]
Average Loss = 81.387:  56%|█████▌    | 13930/25000 [04:23<03:17, 56.13it/s]
Average Loss = 81.25:  56%|█████▌    | 13930/25000 [04:23<03:17, 56.13it/s] 
Average Loss = 81.25:  56%|█████▌    | 13930/25000 [04:23<03:17, 56.13it/s]
Average Loss = 81.25:  56%|█████▌    | 13936/25000 [04:23<03:17, 56.09it/s]
Average Loss = 81.172:  56%|█████▌    | 13936/25000 [04:23<03:17, 56.09it/s]
Average Loss = 81.172:  56%|█████▌    | 13936/25000 [04:23<03:17, 56.09it/s]
Average Loss = 81.172:  56%|█████▌    | 13942/25000 [04:23<03:17, 56.07it/s]
Average Loss = 81.172:  56%|█████▌    | 13948/25000 [04:24<03:16, 56.19it/s]
Average Loss = 81.014:  56%|█████▌    | 13948/25000 [04:24<03:16, 56.19it/s]
Average Loss = 81.014:  56%|█████▌    | 13948/25000 [04:24<03:16, 56.19it/s]
Average Loss = 81.014:  56%|█████▌    | 13954/25000 [04:24<03:17, 56.05it/s]
Average Loss = 81.014:  56%|█████▌    | 13960/25000 [04:24<03:16, 56.09it/s]
Average Loss = 80.865:  56%|█████▌    | 13960/25000 [04:24<03:16, 56.09it/s]
Average Loss = 80.865:  56%|█████▌    | 13960/25000 [04:24<03:16, 56.09it/s]
Average Loss = 80.865:  56%|█████▌    | 13966/25000 [04:24<03:19, 55.32it/s]
Average Loss = 80.85:  56%|█████▌    | 13966/25000 [04:24<03:19, 55.32it/s] 
Average Loss = 80.85:  56%|█████▌    | 13966/25000 [04:24<03:19, 55.32it/s]
Average Loss = 80.85:  56%|█████▌    | 13972/25000 [04:24<03:18, 55.53it/s]
Average Loss = 80.85:  56%|█████▌    | 13978/25000 [04:24<03:17, 55.88it/s]
Average Loss = 80.73:  56%|█████▌    | 13978/25000 [04:24<03:17, 55.88it/s]
Average Loss = 80.73:  56%|█████▌    | 13978/25000 [04:24<03:17, 55.88it/s]
Average Loss = 80.73:  56%|█████▌    | 13984/25000 [04:24<03:17, 55.91it/s]
Average Loss = 80.73:  56%|█████▌    | 13990/25000 [04:24<03:16, 55.96it/s]
Average Loss = 80.665:  56%|█████▌    | 13990/25000 [04:24<03:16, 55.96it/s]
Average Loss = 80.665:  56%|█████▌    | 13990/25000 [04:24<03:16, 55.96it/s]
Average Loss = 80.665:  56%|█████▌    | 13996/25000 [04:24<03:17, 55.64it/s]
Average Loss = 80.437:  56%|█████▌    | 13996/25000 [04:25<03:17, 55.64it/s]
Average Loss = 80.437:  56%|█████▌    | 13996/25000 [04:25<03:17, 55.64it/s]
Average Loss = 80.437:  56%|█████▌    | 14002/25000 [04:25<03:17, 55.81it/s]
Average Loss = 80.437:  56%|█████▌    | 14008/25000 [04:25<03:16, 56.03it/s]
Average Loss = 80.34:  56%|█████▌    | 14008/25000 [04:25<03:16, 56.03it/s] 
Average Loss = 80.34:  56%|█████▌    | 14008/25000 [04:25<03:16, 56.03it/s]
Average Loss = 80.34:  56%|█████▌    | 14014/25000 [04:25<03:15, 56.06it/s]
Average Loss = 80.34:  56%|█████▌    | 14020/25000 [04:25<03:15, 56.17it/s]
Average Loss = 80.172:  56%|█████▌    | 14020/25000 [04:25<03:15, 56.17it/s]
Average Loss = 80.172:  56%|█████▌    | 14020/25000 [04:25<03:15, 56.17it/s]
Average Loss = 80.172:  56%|█████▌    | 14026/25000 [04:25<03:15, 56.20it/s]
Average Loss = 80.029:  56%|█████▌    | 14026/25000 [04:25<03:15, 56.20it/s]
Average Loss = 80.029:  56%|█████▌    | 14026/25000 [04:25<03:15, 56.20it/s]
Average Loss = 80.029:  56%|█████▌    | 14032/25000 [04:25<03:15, 56.18it/s]
Average Loss = 80.029:  56%|█████▌    | 14038/25000 [04:25<03:14, 56.25it/s]
Average Loss = 79.784:  56%|█████▌    | 14038/25000 [04:25<03:14, 56.25it/s]
Average Loss = 79.784:  56%|█████▌    | 14038/25000 [04:25<03:14, 56.25it/s]
Average Loss = 79.784:  56%|█████▌    | 14044/25000 [04:25<03:14, 56.20it/s]
Average Loss = 79.784:  56%|█████▌    | 14050/25000 [04:25<03:14, 56.36it/s]
Average Loss = 79.777:  56%|█████▌    | 14050/25000 [04:25<03:14, 56.36it/s]
Average Loss = 79.777:  56%|█████▌    | 14050/25000 [04:25<03:14, 56.36it/s]
Average Loss = 79.777:  56%|█████▌    | 14056/25000 [04:26<03:14, 56.23it/s]
Average Loss = 79.618:  56%|█████▌    | 14056/25000 [04:26<03:14, 56.23it/s]
Average Loss = 79.618:  56%|█████▌    | 14056/25000 [04:26<03:14, 56.23it/s]
Average Loss = 79.618:  56%|█████▌    | 14062/25000 [04:26<03:14, 56.11it/s]
Average Loss = 79.618:  56%|█████▋    | 14068/25000 [04:26<03:14, 56.15it/s]
Average Loss = 79.484:  56%|█████▋    | 14068/25000 [04:26<03:14, 56.15it/s]
Average Loss = 79.484:  56%|█████▋    | 14068/25000 [04:26<03:14, 56.15it/s]
Average Loss = 79.484:  56%|█████▋    | 14074/25000 [04:26<03:14, 56.14it/s]
Average Loss = 79.484:  56%|█████▋    | 14080/25000 [04:26<03:19, 54.68it/s]
Average Loss = 79.433:  56%|█████▋    | 14080/25000 [04:26<03:19, 54.68it/s]
Average Loss = 79.433:  56%|█████▋    | 14080/25000 [04:26<03:19, 54.68it/s]
Average Loss = 79.433:  56%|█████▋    | 14086/25000 [04:26<03:21, 54.23it/s]
Average Loss = 79.204:  56%|█████▋    | 14086/25000 [04:26<03:21, 54.23it/s]
Average Loss = 79.204:  56%|█████▋    | 14086/25000 [04:26<03:21, 54.23it/s]
Average Loss = 79.204:  56%|█████▋    | 14092/25000 [04:26<03:19, 54.62it/s]
Average Loss = 79.204:  56%|█████▋    | 14098/25000 [04:26<03:18, 54.99it/s]
Average Loss = 78.985:  56%|█████▋    | 14098/25000 [04:26<03:18, 54.99it/s]
Average Loss = 78.985:  56%|█████▋    | 14098/25000 [04:26<03:18, 54.99it/s]
Average Loss = 78.985:  56%|█████▋    | 14104/25000 [04:26<03:17, 55.14it/s]
Average Loss = 78.985:  56%|█████▋    | 14110/25000 [04:26<03:16, 55.33it/s]
Average Loss = 78.947:  56%|█████▋    | 14110/25000 [04:27<03:16, 55.33it/s]
Average Loss = 78.947:  56%|█████▋    | 14110/25000 [04:27<03:16, 55.33it/s]
Average Loss = 78.947:  56%|█████▋    | 14116/25000 [04:27<03:16, 55.36it/s]
Average Loss = 78.833:  56%|█████▋    | 14116/25000 [04:27<03:16, 55.36it/s]
Average Loss = 78.833:  56%|█████▋    | 14116/25000 [04:27<03:16, 55.36it/s]
Average Loss = 78.833:  56%|█████▋    | 14122/25000 [04:27<03:16, 55.25it/s]
Average Loss = 78.833:  57%|█████▋    | 14128/25000 [04:27<03:16, 55.35it/s]
Average Loss = 78.666:  57%|█████▋    | 14128/25000 [04:27<03:16, 55.35it/s]
Average Loss = 78.666:  57%|█████▋    | 14128/25000 [04:27<03:16, 55.35it/s]
Average Loss = 78.666:  57%|█████▋    | 14134/25000 [04:27<03:16, 55.41it/s]
Average Loss = 78.666:  57%|█████▋    | 14140/25000 [04:27<03:15, 55.59it/s]
Average Loss = 78.734:  57%|█████▋    | 14140/25000 [04:27<03:15, 55.59it/s]
Average Loss = 78.734:  57%|█████▋    | 14140/25000 [04:27<03:15, 55.59it/s]
Average Loss = 78.734:  57%|█████▋    | 14146/25000 [04:27<03:15, 55.57it/s]
Average Loss = 78.717:  57%|█████▋    | 14146/25000 [04:27<03:15, 55.57it/s]
Average Loss = 78.717:  57%|█████▋    | 14146/25000 [04:27<03:15, 55.57it/s]
Average Loss = 78.717:  57%|█████▋    | 14152/25000 [04:27<03:15, 55.48it/s]
Average Loss = 78.717:  57%|█████▋    | 14158/25000 [04:27<03:14, 55.64it/s]
Average Loss = 78.655:  57%|█████▋    | 14158/25000 [04:27<03:14, 55.64it/s]
Average Loss = 78.655:  57%|█████▋    | 14158/25000 [04:27<03:14, 55.64it/s]
Average Loss = 78.655:  57%|█████▋    | 14164/25000 [04:27<03:14, 55.59it/s]
Average Loss = 78.655:  57%|█████▋    | 14170/25000 [04:28<03:14, 55.60it/s]
Average Loss = 78.462:  57%|█████▋    | 14170/25000 [04:28<03:14, 55.60it/s]
Average Loss = 78.462:  57%|█████▋    | 14170/25000 [04:28<03:14, 55.60it/s]
Average Loss = 78.462:  57%|█████▋    | 14176/25000 [04:28<03:14, 55.51it/s]
Average Loss = 78.34:  57%|█████▋    | 14176/25000 [04:28<03:14, 55.51it/s] 
Average Loss = 78.34:  57%|█████▋    | 14176/25000 [04:28<03:14, 55.51it/s]
Average Loss = 78.34:  57%|█████▋    | 14182/25000 [04:28<03:16, 55.07it/s]
Average Loss = 78.34:  57%|█████▋    | 14188/25000 [04:28<03:17, 54.80it/s]
Average Loss = 78.209:  57%|█████▋    | 14188/25000 [04:28<03:17, 54.80it/s]
Average Loss = 78.209:  57%|█████▋    | 14188/25000 [04:28<03:17, 54.80it/s]
Average Loss = 78.209:  57%|█████▋    | 14194/25000 [04:28<03:16, 55.04it/s]
Average Loss = 78.209:  57%|█████▋    | 14200/25000 [04:28<03:15, 55.19it/s]
Average Loss = 78.107:  57%|█████▋    | 14200/25000 [04:28<03:15, 55.19it/s]
Average Loss = 78.107:  57%|█████▋    | 14200/25000 [04:28<03:15, 55.19it/s]
Average Loss = 78.107:  57%|█████▋    | 14206/25000 [04:28<03:15, 55.32it/s]
Average Loss = 77.881:  57%|█████▋    | 14206/25000 [04:28<03:15, 55.32it/s]
Average Loss = 77.881:  57%|█████▋    | 14206/25000 [04:28<03:15, 55.32it/s]
Average Loss = 77.881:  57%|█████▋    | 14212/25000 [04:28<03:15, 55.31it/s]
Average Loss = 77.881:  57%|█████▋    | 14218/25000 [04:28<03:14, 55.48it/s]
Average Loss = 77.714:  57%|█████▋    | 14218/25000 [04:29<03:14, 55.48it/s]
Average Loss = 77.714:  57%|█████▋    | 14218/25000 [04:29<03:14, 55.48it/s]
Average Loss = 77.714:  57%|█████▋    | 14224/25000 [04:29<03:14, 55.47it/s]
Average Loss = 77.714:  57%|█████▋    | 14230/25000 [04:29<03:13, 55.61it/s]
Average Loss = 77.452:  57%|█████▋    | 14230/25000 [04:29<03:13, 55.61it/s]
Average Loss = 77.452:  57%|█████▋    | 14230/25000 [04:29<03:13, 55.61it/s]
Average Loss = 77.452:  57%|█████▋    | 14236/25000 [04:29<03:13, 55.55it/s]
Average Loss = 77.343:  57%|█████▋    | 14236/25000 [04:29<03:13, 55.55it/s]
Average Loss = 77.343:  57%|█████▋    | 14236/25000 [04:29<03:13, 55.55it/s]
Average Loss = 77.343:  57%|█████▋    | 14242/25000 [04:29<03:14, 55.41it/s]
Average Loss = 77.343:  57%|█████▋    | 14248/25000 [04:29<03:13, 55.54it/s]
Average Loss = 77.125:  57%|█████▋    | 14248/25000 [04:29<03:13, 55.54it/s]
Average Loss = 77.125:  57%|█████▋    | 14248/25000 [04:29<03:13, 55.54it/s]
Average Loss = 77.125:  57%|█████▋    | 14254/25000 [04:29<03:13, 55.41it/s]
Average Loss = 77.125:  57%|█████▋    | 14260/25000 [04:29<03:13, 55.51it/s]
Average Loss = 77.114:  57%|█████▋    | 14260/25000 [04:29<03:13, 55.51it/s]
Average Loss = 77.114:  57%|█████▋    | 14260/25000 [04:29<03:13, 55.51it/s]
Average Loss = 77.114:  57%|█████▋    | 14266/25000 [04:29<03:13, 55.49it/s]
Average Loss = 77.015:  57%|█████▋    | 14266/25000 [04:29<03:13, 55.49it/s]
Average Loss = 77.015:  57%|█████▋    | 14266/25000 [04:29<03:13, 55.49it/s]
Average Loss = 77.015:  57%|█████▋    | 14272/25000 [04:29<03:13, 55.49it/s]
Average Loss = 77.015:  57%|█████▋    | 14278/25000 [04:30<03:12, 55.56it/s]
Average Loss = 76.845:  57%|█████▋    | 14278/25000 [04:30<03:12, 55.56it/s]
Average Loss = 76.845:  57%|█████▋    | 14278/25000 [04:30<03:12, 55.56it/s]
Average Loss = 76.845:  57%|█████▋    | 14284/25000 [04:30<03:13, 55.51it/s]
Average Loss = 76.845:  57%|█████▋    | 14290/25000 [04:30<03:12, 55.52it/s]
Average Loss = 76.704:  57%|█████▋    | 14290/25000 [04:30<03:12, 55.52it/s]
Average Loss = 76.704:  57%|█████▋    | 14290/25000 [04:30<03:12, 55.52it/s]
Average Loss = 76.704:  57%|█████▋    | 14296/25000 [04:30<03:13, 55.36it/s]
Average Loss = 76.6:  57%|█████▋    | 14296/25000 [04:30<03:13, 55.36it/s]  
Average Loss = 76.6:  57%|█████▋    | 14296/25000 [04:30<03:13, 55.36it/s]
Average Loss = 76.6:  57%|█████▋    | 14302/25000 [04:30<03:14, 54.98it/s]
Average Loss = 76.6:  57%|█████▋    | 14308/25000 [04:30<03:13, 55.20it/s]
Average Loss = 76.467:  57%|█████▋    | 14308/25000 [04:30<03:13, 55.20it/s]
Average Loss = 76.467:  57%|█████▋    | 14308/25000 [04:30<03:13, 55.20it/s]
Average Loss = 76.467:  57%|█████▋    | 14314/25000 [04:30<03:13, 55.25it/s]
Average Loss = 76.467:  57%|█████▋    | 14320/25000 [04:30<03:12, 55.38it/s]
Average Loss = 76.327:  57%|█████▋    | 14320/25000 [04:30<03:12, 55.38it/s]
Average Loss = 76.327:  57%|█████▋    | 14320/25000 [04:30<03:12, 55.38it/s]
Average Loss = 76.327:  57%|█████▋    | 14326/25000 [04:30<03:12, 55.36it/s]
Average Loss = 76.15:  57%|█████▋    | 14326/25000 [04:30<03:12, 55.36it/s] 
Average Loss = 76.15:  57%|█████▋    | 14326/25000 [04:30<03:12, 55.36it/s]
Average Loss = 76.15:  57%|█████▋    | 14332/25000 [04:31<03:12, 55.41it/s]
Average Loss = 76.15:  57%|█████▋    | 14338/25000 [04:31<03:12, 55.45it/s]
Average Loss = 75.915:  57%|█████▋    | 14338/25000 [04:31<03:12, 55.45it/s]
Average Loss = 75.915:  57%|█████▋    | 14338/25000 [04:31<03:12, 55.45it/s]
Average Loss = 75.915:  57%|█████▋    | 14344/25000 [04:31<03:12, 55.43it/s]
Average Loss = 75.915:  57%|█████▋    | 14350/25000 [04:31<03:11, 55.47it/s]
Average Loss = 75.763:  57%|█████▋    | 14350/25000 [04:31<03:11, 55.47it/s]
Average Loss = 75.763:  57%|█████▋    | 14350/25000 [04:31<03:11, 55.47it/s]
Average Loss = 75.763:  57%|█████▋    | 14356/25000 [04:31<03:12, 55.43it/s]
Average Loss = 75.555:  57%|█████▋    | 14356/25000 [04:31<03:12, 55.43it/s]
Average Loss = 75.555:  57%|█████▋    | 14356/25000 [04:31<03:12, 55.43it/s]
Average Loss = 75.555:  57%|█████▋    | 14362/25000 [04:31<03:12, 55.37it/s]
Average Loss = 75.555:  57%|█████▋    | 14368/25000 [04:31<03:11, 55.49it/s]
Average Loss = 75.508:  57%|█████▋    | 14368/25000 [04:31<03:11, 55.49it/s]
Average Loss = 75.508:  57%|█████▋    | 14368/25000 [04:31<03:11, 55.49it/s]
Average Loss = 75.508:  57%|█████▋    | 14374/25000 [04:31<03:11, 55.51it/s]
Average Loss = 75.508:  58%|█████▊    | 14380/25000 [04:31<03:11, 55.54it/s]
Average Loss = 75.216:  58%|█████▊    | 14380/25000 [04:31<03:11, 55.54it/s]
Average Loss = 75.216:  58%|█████▊    | 14380/25000 [04:31<03:11, 55.54it/s]
Average Loss = 75.216:  58%|█████▊    | 14386/25000 [04:31<03:11, 55.40it/s]
Average Loss = 75.042:  58%|█████▊    | 14386/25000 [04:32<03:11, 55.40it/s]
Average Loss = 75.042:  58%|█████▊    | 14386/25000 [04:32<03:11, 55.40it/s]
Average Loss = 75.042:  58%|█████▊    | 14392/25000 [04:32<03:11, 55.39it/s]
Average Loss = 75.042:  58%|█████▊    | 14398/25000 [04:32<03:10, 55.63it/s]
Average Loss = 74.852:  58%|█████▊    | 14398/25000 [04:32<03:10, 55.63it/s]
Average Loss = 74.852:  58%|█████▊    | 14398/25000 [04:32<03:10, 55.63it/s]
Average Loss = 74.852:  58%|█████▊    | 14404/25000 [04:32<03:11, 55.45it/s]
Average Loss = 74.852:  58%|█████▊    | 14410/25000 [04:32<03:12, 54.90it/s]
Average Loss = 74.775:  58%|█████▊    | 14410/25000 [04:32<03:12, 54.90it/s]
Average Loss = 74.775:  58%|█████▊    | 14410/25000 [04:32<03:12, 54.90it/s]
Average Loss = 74.775:  58%|█████▊    | 14416/25000 [04:32<03:12, 54.96it/s]
Average Loss = 74.734:  58%|█████▊    | 14416/25000 [04:32<03:12, 54.96it/s]
Average Loss = 74.734:  58%|█████▊    | 14416/25000 [04:32<03:12, 54.96it/s]
Average Loss = 74.734:  58%|█████▊    | 14422/25000 [04:32<03:12, 55.04it/s]
Average Loss = 74.734:  58%|█████▊    | 14428/25000 [04:32<03:11, 55.19it/s]
Average Loss = 74.688:  58%|█████▊    | 14428/25000 [04:32<03:11, 55.19it/s]
Average Loss = 74.688:  58%|█████▊    | 14428/25000 [04:32<03:11, 55.19it/s]
Average Loss = 74.688:  58%|█████▊    | 14434/25000 [04:32<03:13, 54.55it/s]
Average Loss = 74.688:  58%|█████▊    | 14440/25000 [04:32<03:12, 54.77it/s]
Average Loss = 74.383:  58%|█████▊    | 14440/25000 [04:32<03:12, 54.77it/s]
Average Loss = 74.383:  58%|█████▊    | 14440/25000 [04:32<03:12, 54.77it/s]
Average Loss = 74.383:  58%|█████▊    | 14446/25000 [04:33<03:12, 54.87it/s]
Average Loss = 74.284:  58%|█████▊    | 14446/25000 [04:33<03:12, 54.87it/s]
Average Loss = 74.284:  58%|█████▊    | 14446/25000 [04:33<03:12, 54.87it/s]
Average Loss = 74.284:  58%|█████▊    | 14452/25000 [04:33<03:11, 55.08it/s]
Average Loss = 74.284:  58%|█████▊    | 14458/25000 [04:33<03:10, 55.21it/s]
Average Loss = 74.102:  58%|█████▊    | 14458/25000 [04:33<03:10, 55.21it/s]
Average Loss = 74.102:  58%|█████▊    | 14458/25000 [04:33<03:10, 55.21it/s]
Average Loss = 74.102:  58%|█████▊    | 14464/25000 [04:33<03:10, 55.25it/s]
Average Loss = 74.102:  58%|█████▊    | 14470/25000 [04:33<03:10, 55.40it/s]
Average Loss = 73.927:  58%|█████▊    | 14470/25000 [04:33<03:10, 55.40it/s]
Average Loss = 73.927:  58%|█████▊    | 14470/25000 [04:33<03:10, 55.40it/s]
Average Loss = 73.927:  58%|█████▊    | 14476/25000 [04:33<03:10, 55.38it/s]
Average Loss = 73.809:  58%|█████▊    | 14476/25000 [04:33<03:10, 55.38it/s]
Average Loss = 73.809:  58%|█████▊    | 14476/25000 [04:33<03:10, 55.38it/s]
Average Loss = 73.809:  58%|█████▊    | 14482/25000 [04:33<03:09, 55.37it/s]
Average Loss = 73.809:  58%|█████▊    | 14488/25000 [04:33<03:09, 55.42it/s]
Average Loss = 73.743:  58%|█████▊    | 14488/25000 [04:33<03:09, 55.42it/s]
Average Loss = 73.743:  58%|█████▊    | 14488/25000 [04:33<03:09, 55.42it/s]
Average Loss = 73.743:  58%|█████▊    | 14494/25000 [04:33<03:09, 55.44it/s]
Average Loss = 73.743:  58%|█████▊    | 14500/25000 [04:34<03:08, 55.63it/s]
Average Loss = 73.651:  58%|█████▊    | 14500/25000 [04:34<03:08, 55.63it/s]
Average Loss = 73.651:  58%|█████▊    | 14500/25000 [04:34<03:08, 55.63it/s]
Average Loss = 73.651:  58%|█████▊    | 14506/25000 [04:34<03:09, 55.47it/s]
Average Loss = 73.577:  58%|█████▊    | 14506/25000 [04:34<03:09, 55.47it/s]
Average Loss = 73.577:  58%|█████▊    | 14506/25000 [04:34<03:09, 55.47it/s]
Average Loss = 73.577:  58%|█████▊    | 14512/25000 [04:34<03:09, 55.37it/s]
Average Loss = 73.577:  58%|█████▊    | 14518/25000 [04:34<03:10, 54.91it/s]
Average Loss = 73.432:  58%|█████▊    | 14518/25000 [04:34<03:10, 54.91it/s]
Average Loss = 73.432:  58%|█████▊    | 14518/25000 [04:34<03:10, 54.91it/s]
Average Loss = 73.432:  58%|█████▊    | 14524/25000 [04:34<03:10, 55.10it/s]
Average Loss = 73.432:  58%|█████▊    | 14530/25000 [04:34<03:09, 55.27it/s]
Average Loss = 73.278:  58%|█████▊    | 14530/25000 [04:34<03:09, 55.27it/s]
Average Loss = 73.278:  58%|█████▊    | 14530/25000 [04:34<03:09, 55.27it/s]
Average Loss = 73.278:  58%|█████▊    | 14536/25000 [04:34<03:09, 55.36it/s]
Average Loss = 73.192:  58%|█████▊    | 14536/25000 [04:34<03:09, 55.36it/s]
Average Loss = 73.192:  58%|█████▊    | 14536/25000 [04:34<03:09, 55.36it/s]
Average Loss = 73.192:  58%|█████▊    | 14542/25000 [04:34<03:09, 55.32it/s]
Average Loss = 73.192:  58%|█████▊    | 14548/25000 [04:34<03:08, 55.48it/s]
Average Loss = 73.169:  58%|█████▊    | 14548/25000 [04:34<03:08, 55.48it/s]
Average Loss = 73.169:  58%|█████▊    | 14548/25000 [04:34<03:08, 55.48it/s]
Average Loss = 73.169:  58%|█████▊    | 14554/25000 [04:35<03:08, 55.49it/s]
Average Loss = 73.169:  58%|█████▊    | 14560/25000 [04:35<03:08, 55.50it/s]
Average Loss = 72.952:  58%|█████▊    | 14560/25000 [04:35<03:08, 55.50it/s]
Average Loss = 72.952:  58%|█████▊    | 14560/25000 [04:35<03:08, 55.50it/s]
Average Loss = 72.952:  58%|█████▊    | 14566/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.877:  58%|█████▊    | 14566/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.877:  58%|█████▊    | 14566/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.877:  58%|█████▊    | 14572/25000 [04:35<03:08, 55.44it/s]
Average Loss = 72.877:  58%|█████▊    | 14578/25000 [04:35<03:07, 55.51it/s]
Average Loss = 72.84:  58%|█████▊    | 14578/25000 [04:35<03:07, 55.51it/s] 
Average Loss = 72.84:  58%|█████▊    | 14578/25000 [04:35<03:07, 55.51it/s]
Average Loss = 72.84:  58%|█████▊    | 14584/25000 [04:35<03:07, 55.44it/s]
Average Loss = 72.84:  58%|█████▊    | 14590/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.702:  58%|█████▊    | 14590/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.702:  58%|█████▊    | 14590/25000 [04:35<03:07, 55.52it/s]
Average Loss = 72.702:  58%|█████▊    | 14596/25000 [04:35<03:07, 55.47it/s]
Average Loss = 72.49:  58%|█████▊    | 14596/25000 [04:35<03:07, 55.47it/s] 
Average Loss = 72.49:  58%|█████▊    | 14596/25000 [04:35<03:07, 55.47it/s]
Average Loss = 72.49:  58%|█████▊    | 14602/25000 [04:35<03:07, 55.44it/s]
Average Loss = 72.49:  58%|█████▊    | 14608/25000 [04:35<03:06, 55.58it/s]
Average Loss = 72.364:  58%|█████▊    | 14608/25000 [04:36<03:06, 55.58it/s]
Average Loss = 72.364:  58%|█████▊    | 14608/25000 [04:36<03:06, 55.58it/s]
Average Loss = 72.364:  58%|█████▊    | 14614/25000 [04:36<03:07, 55.38it/s]
Average Loss = 72.364:  58%|█████▊    | 14620/25000 [04:36<03:07, 55.43it/s]
Average Loss = 72.302:  58%|█████▊    | 14620/25000 [04:36<03:07, 55.43it/s]
Average Loss = 72.302:  58%|█████▊    | 14620/25000 [04:36<03:07, 55.43it/s]
Average Loss = 72.302:  59%|█████▊    | 14626/25000 [04:36<03:07, 55.29it/s]
Average Loss = 72.206:  59%|█████▊    | 14626/25000 [04:36<03:07, 55.29it/s]
Average Loss = 72.206:  59%|█████▊    | 14626/25000 [04:36<03:07, 55.29it/s]
Average Loss = 72.206:  59%|█████▊    | 14632/25000 [04:36<03:09, 54.73it/s]
Average Loss = 72.206:  59%|█████▊    | 14638/25000 [04:36<03:08, 55.00it/s]
Average Loss = 71.987:  59%|█████▊    | 14638/25000 [04:36<03:08, 55.00it/s]
Average Loss = 71.987:  59%|█████▊    | 14638/25000 [04:36<03:08, 55.00it/s]
Average Loss = 71.987:  59%|█████▊    | 14644/25000 [04:36<03:08, 55.05it/s]
Average Loss = 71.987:  59%|█████▊    | 14650/25000 [04:36<03:07, 55.22it/s]
Average Loss = 71.821:  59%|█████▊    | 14650/25000 [04:36<03:07, 55.22it/s]
Average Loss = 71.821:  59%|█████▊    | 14650/25000 [04:36<03:07, 55.22it/s]
Average Loss = 71.821:  59%|█████▊    | 14656/25000 [04:36<03:06, 55.32it/s]
Average Loss = 71.723:  59%|█████▊    | 14656/25000 [04:36<03:06, 55.32it/s]
Average Loss = 71.723:  59%|█████▊    | 14656/25000 [04:36<03:06, 55.32it/s]
Average Loss = 71.723:  59%|█████▊    | 14662/25000 [04:36<03:06, 55.29it/s]
Average Loss = 71.723:  59%|█████▊    | 14668/25000 [04:37<03:06, 55.38it/s]
Average Loss = 71.508:  59%|█████▊    | 14668/25000 [04:37<03:06, 55.38it/s]
Average Loss = 71.508:  59%|█████▊    | 14668/25000 [04:37<03:06, 55.38it/s]
Average Loss = 71.508:  59%|█████▊    | 14674/25000 [04:37<03:06, 55.35it/s]
Average Loss = 71.508:  59%|█████▊    | 14680/25000 [04:37<03:05, 55.50it/s]
Average Loss = 71.344:  59%|█████▊    | 14680/25000 [04:37<03:05, 55.50it/s]
Average Loss = 71.344:  59%|█████▊    | 14680/25000 [04:37<03:05, 55.50it/s]
Average Loss = 71.344:  59%|█████▊    | 14686/25000 [04:37<03:05, 55.47it/s]
Average Loss = 71.07:  59%|█████▊    | 14686/25000 [04:37<03:05, 55.47it/s] 
Average Loss = 71.07:  59%|█████▊    | 14686/25000 [04:37<03:05, 55.47it/s]
Average Loss = 71.07:  59%|█████▉    | 14692/25000 [04:37<03:06, 55.38it/s]
Average Loss = 71.07:  59%|█████▉    | 14698/25000 [04:37<03:06, 55.38it/s]
Average Loss = 70.862:  59%|█████▉    | 14698/25000 [04:37<03:06, 55.38it/s]
Average Loss = 70.862:  59%|█████▉    | 14698/25000 [04:37<03:06, 55.38it/s]
Average Loss = 70.862:  59%|█████▉    | 14704/25000 [04:37<03:05, 55.37it/s]
Average Loss = 70.862:  59%|█████▉    | 14710/25000 [04:37<03:05, 55.48it/s]
Average Loss = 70.811:  59%|█████▉    | 14710/25000 [04:37<03:05, 55.48it/s]
Average Loss = 70.811:  59%|█████▉    | 14710/25000 [04:37<03:05, 55.48it/s]
Average Loss = 70.811:  59%|█████▉    | 14716/25000 [04:37<03:05, 55.34it/s]
Average Loss = 70.669:  59%|█████▉    | 14716/25000 [04:38<03:05, 55.34it/s]
Average Loss = 70.669:  59%|█████▉    | 14716/25000 [04:38<03:05, 55.34it/s]
Average Loss = 70.669:  59%|█████▉    | 14722/25000 [04:38<03:05, 55.33it/s]
Average Loss = 70.669:  59%|█████▉    | 14728/25000 [04:38<03:05, 55.48it/s]
Average Loss = 70.586:  59%|█████▉    | 14728/25000 [04:38<03:05, 55.48it/s]
Average Loss = 70.586:  59%|█████▉    | 14728/25000 [04:38<03:05, 55.48it/s]
Average Loss = 70.586:  59%|█████▉    | 14734/25000 [04:38<03:04, 55.49it/s]
Average Loss = 70.586:  59%|█████▉    | 14740/25000 [04:38<03:05, 55.36it/s]
Average Loss = 70.406:  59%|█████▉    | 14740/25000 [04:38<03:05, 55.36it/s]
Average Loss = 70.406:  59%|█████▉    | 14740/25000 [04:38<03:05, 55.36it/s]
Average Loss = 70.406:  59%|█████▉    | 14746/25000 [04:38<03:05, 55.41it/s]
Average Loss = 70.188:  59%|█████▉    | 14746/25000 [04:38<03:05, 55.41it/s]
Average Loss = 70.188:  59%|█████▉    | 14746/25000 [04:38<03:05, 55.41it/s]
Average Loss = 70.188:  59%|█████▉    | 14752/25000 [04:38<03:05, 55.36it/s]
Average Loss = 69.988:  59%|█████▉    | 14752/25000 [04:38<03:05, 55.36it/s]
Average Loss = 69.988:  59%|█████▉    | 14752/25000 [04:38<03:05, 55.36it/s]
Average Loss = 69.988:  59%|█████▉    | 14762/25000 [04:38<02:43, 62.71it/s]
Average Loss = 69.988:  59%|█████▉    | 14770/25000 [04:38<02:38, 64.40it/s]
Average Loss = 69.923:  59%|█████▉    | 14770/25000 [04:38<02:38, 64.40it/s]
Average Loss = 69.923:  59%|█████▉    | 14770/25000 [04:38<02:38, 64.40it/s]
Average Loss = 69.923:  59%|█████▉    | 14777/25000 [04:38<02:50, 60.03it/s]
Average Loss = 69.836:  59%|█████▉    | 14777/25000 [04:39<02:50, 60.03it/s]
Average Loss = 69.836:  59%|█████▉    | 14777/25000 [04:39<02:50, 60.03it/s]
Average Loss = 69.836:  59%|█████▉    | 14787/25000 [04:39<02:32, 66.92it/s]
Average Loss = 69.789:  59%|█████▉    | 14787/25000 [04:39<02:32, 66.92it/s]
Average Loss = 69.789:  59%|█████▉    | 14787/25000 [04:39<02:32, 66.92it/s]
Average Loss = 69.789:  59%|█████▉    | 14796/25000 [04:39<02:26, 69.60it/s]
Average Loss = 69.681:  59%|█████▉    | 14796/25000 [04:39<02:26, 69.60it/s]
Average Loss = 69.681:  59%|█████▉    | 14796/25000 [04:39<02:26, 69.60it/s]
Average Loss = 69.681:  59%|█████▉    | 14804/25000 [04:39<02:43, 62.48it/s]
Average Loss = 69.513:  59%|█████▉    | 14804/25000 [04:39<02:43, 62.48it/s]
Average Loss = 69.513:  59%|█████▉    | 14804/25000 [04:39<02:43, 62.48it/s]
Average Loss = 69.513:  59%|█████▉    | 14814/25000 [04:39<02:27, 69.12it/s]
Average Loss = 69.46:  59%|█████▉    | 14814/25000 [04:39<02:27, 69.12it/s] 
Average Loss = 69.46:  59%|█████▉    | 14814/25000 [04:39<02:27, 69.12it/s]
Average Loss = 69.46:  59%|█████▉    | 14824/25000 [04:39<02:16, 74.63it/s]
Average Loss = 69.271:  59%|█████▉    | 14824/25000 [04:39<02:16, 74.63it/s]
Average Loss = 69.271:  59%|█████▉    | 14824/25000 [04:39<02:16, 74.63it/s]
Average Loss = 69.271:  59%|█████▉    | 14832/25000 [04:39<02:27, 68.96it/s]
Average Loss = 69.271:  59%|█████▉    | 14840/25000 [04:39<02:31, 66.91it/s]
Average Loss = 69.111:  59%|█████▉    | 14840/25000 [04:39<02:31, 66.91it/s]
Average Loss = 69.111:  59%|█████▉    | 14840/25000 [04:39<02:31, 66.91it/s]
Average Loss = 69.111:  59%|█████▉    | 14849/25000 [04:39<02:22, 71.00it/s]
Average Loss = 68.98:  59%|█████▉    | 14849/25000 [04:39<02:22, 71.00it/s] 
Average Loss = 68.98:  59%|█████▉    | 14849/25000 [04:39<02:22, 71.00it/s]
Average Loss = 68.98:  59%|█████▉    | 14857/25000 [04:40<02:40, 63.08it/s]
Average Loss = 68.921:  59%|█████▉    | 14857/25000 [04:40<02:40, 63.08it/s]
Average Loss = 68.921:  59%|█████▉    | 14857/25000 [04:40<02:40, 63.08it/s]
Average Loss = 68.921:  59%|█████▉    | 14864/25000 [04:40<02:54, 58.15it/s]
Average Loss = 68.861:  59%|█████▉    | 14864/25000 [04:40<02:54, 58.15it/s]
Average Loss = 68.861:  59%|█████▉    | 14864/25000 [04:40<02:54, 58.15it/s]
Average Loss = 68.861:  59%|█████▉    | 14871/25000 [04:40<03:00, 56.00it/s]
Average Loss = 68.684:  59%|█████▉    | 14871/25000 [04:40<03:00, 56.00it/s]
Average Loss = 68.684:  59%|█████▉    | 14871/25000 [04:40<03:00, 56.00it/s]
Average Loss = 68.684:  60%|█████▉    | 14881/25000 [04:40<02:39, 63.44it/s]
Average Loss = 68.684:  60%|█████▉    | 14890/25000 [04:40<02:27, 68.68it/s]
Average Loss = 68.528:  60%|█████▉    | 14890/25000 [04:40<02:27, 68.68it/s]
Average Loss = 68.528:  60%|█████▉    | 14890/25000 [04:40<02:27, 68.68it/s]
Average Loss = 68.528:  60%|█████▉    | 14898/25000 [04:40<02:43, 61.76it/s]
Average Loss = 68.338:  60%|█████▉    | 14898/25000 [04:40<02:43, 61.76it/s]
Average Loss = 68.338:  60%|█████▉    | 14898/25000 [04:40<02:43, 61.76it/s]
Average Loss = 68.338:  60%|█████▉    | 14905/25000 [04:40<02:38, 63.70it/s]
Average Loss = 68.253:  60%|█████▉    | 14905/25000 [04:40<02:38, 63.70it/s]
Average Loss = 68.253:  60%|█████▉    | 14905/25000 [04:40<02:38, 63.70it/s]
Average Loss = 68.253:  60%|█████▉    | 14915/25000 [04:40<02:23, 70.12it/s]
Average Loss = 68.29:  60%|█████▉    | 14915/25000 [04:41<02:23, 70.12it/s] 
Average Loss = 68.29:  60%|█████▉    | 14915/25000 [04:41<02:23, 70.12it/s]
Average Loss = 68.29:  60%|█████▉    | 14923/25000 [04:41<02:49, 59.50it/s]
Average Loss = 68.29:  60%|█████▉    | 14930/25000 [04:41<02:52, 58.24it/s]
Average Loss = 68.21:  60%|█████▉    | 14930/25000 [04:41<02:52, 58.24it/s]
Average Loss = 68.21:  60%|█████▉    | 14930/25000 [04:41<02:52, 58.24it/s]
Average Loss = 68.21:  60%|█████▉    | 14937/25000 [04:41<02:55, 57.38it/s]
Average Loss = 68.084:  60%|█████▉    | 14937/25000 [04:41<02:55, 57.38it/s]
Average Loss = 68.084:  60%|█████▉    | 14937/25000 [04:41<02:55, 57.38it/s]
Average Loss = 68.084:  60%|█████▉    | 14944/25000 [04:41<02:56, 56.84it/s]
Average Loss = 68.084:  60%|█████▉    | 14950/25000 [04:41<02:57, 56.49it/s]
Average Loss = 67.951:  60%|█████▉    | 14950/25000 [04:41<02:57, 56.49it/s]
Average Loss = 67.951:  60%|█████▉    | 14950/25000 [04:41<02:57, 56.49it/s]
Average Loss = 67.951:  60%|█████▉    | 14956/25000 [04:41<02:58, 56.18it/s]
Average Loss = 67.927:  60%|█████▉    | 14956/25000 [04:41<02:58, 56.18it/s]
Average Loss = 67.927:  60%|█████▉    | 14956/25000 [04:41<02:58, 56.18it/s]
Average Loss = 67.927:  60%|█████▉    | 14962/25000 [04:41<02:59, 55.90it/s]
Average Loss = 67.927:  60%|█████▉    | 14968/25000 [04:41<02:59, 55.92it/s]
Average Loss = 67.807:  60%|█████▉    | 14968/25000 [04:42<02:59, 55.92it/s]
Average Loss = 67.807:  60%|█████▉    | 14968/25000 [04:42<02:59, 55.92it/s]
Average Loss = 67.807:  60%|█████▉    | 14974/25000 [04:42<02:59, 55.76it/s]
Average Loss = 67.807:  60%|█████▉    | 14980/25000 [04:42<02:59, 55.71it/s]
Average Loss = 67.714:  60%|█████▉    | 14980/25000 [04:42<02:59, 55.71it/s]
Average Loss = 67.714:  60%|█████▉    | 14980/25000 [04:42<02:59, 55.71it/s]
Average Loss = 67.714:  60%|█████▉    | 14986/25000 [04:42<03:00, 55.58it/s]
Average Loss = 67.637:  60%|█████▉    | 14986/25000 [04:42<03:00, 55.58it/s]
Average Loss = 67.637:  60%|█████▉    | 14986/25000 [04:42<03:00, 55.58it/s]
Average Loss = 67.637:  60%|█████▉    | 14992/25000 [04:42<03:01, 55.04it/s]
Average Loss = 67.637:  60%|█████▉    | 14998/25000 [04:42<03:01, 55.26it/s]
Average Loss = 67.586:  60%|█████▉    | 14998/25000 [04:42<03:01, 55.26it/s]
Average Loss = 67.586:  60%|█████▉    | 14998/25000 [04:42<03:01, 55.26it/s]
Average Loss = 67.586:  60%|██████    | 15004/25000 [04:42<03:00, 55.30it/s]
Average Loss = 67.586:  60%|██████    | 15010/25000 [04:42<03:00, 55.42it/s]
Average Loss = 67.517:  60%|██████    | 15010/25000 [04:42<03:00, 55.42it/s]
Average Loss = 67.517:  60%|██████    | 15010/25000 [04:42<03:00, 55.42it/s]
Average Loss = 67.517:  60%|██████    | 15016/25000 [04:42<03:00, 55.40it/s]
Average Loss = 67.379:  60%|██████    | 15016/25000 [04:42<03:00, 55.40it/s]
Average Loss = 67.379:  60%|██████    | 15016/25000 [04:42<03:00, 55.40it/s]
Average Loss = 67.379:  60%|██████    | 15022/25000 [04:42<03:00, 55.33it/s]
Average Loss = 67.379:  60%|██████    | 15028/25000 [04:43<03:00, 55.36it/s]
Average Loss = 67.28:  60%|██████    | 15028/25000 [04:43<03:00, 55.36it/s] 
Average Loss = 67.28:  60%|██████    | 15028/25000 [04:43<03:00, 55.36it/s]
Average Loss = 67.28:  60%|██████    | 15034/25000 [04:43<02:59, 55.40it/s]
Average Loss = 67.28:  60%|██████    | 15040/25000 [04:43<02:59, 55.43it/s]
Average Loss = 67.141:  60%|██████    | 15040/25000 [04:43<02:59, 55.43it/s]
Average Loss = 67.141:  60%|██████    | 15040/25000 [04:43<02:59, 55.43it/s]
Average Loss = 67.141:  60%|██████    | 15046/25000 [04:43<02:59, 55.38it/s]
Average Loss = 66.987:  60%|██████    | 15046/25000 [04:43<02:59, 55.38it/s]
Average Loss = 66.987:  60%|██████    | 15046/25000 [04:43<02:59, 55.38it/s]
Average Loss = 66.987:  60%|██████    | 15052/25000 [04:43<02:59, 55.35it/s]
Average Loss = 66.987:  60%|██████    | 15058/25000 [04:43<02:59, 55.46it/s]
Average Loss = 66.938:  60%|██████    | 15058/25000 [04:43<02:59, 55.46it/s]
Average Loss = 66.938:  60%|██████    | 15058/25000 [04:43<02:59, 55.46it/s]
Average Loss = 66.938:  60%|██████    | 15064/25000 [04:43<02:59, 55.42it/s]
Average Loss = 66.938:  60%|██████    | 15070/25000 [04:43<02:58, 55.52it/s]
Average Loss = 66.837:  60%|██████    | 15070/25000 [04:43<02:58, 55.52it/s]
Average Loss = 66.837:  60%|██████    | 15070/25000 [04:43<02:58, 55.52it/s]
Average Loss = 66.837:  60%|██████    | 15076/25000 [04:43<02:58, 55.55it/s]
Average Loss = 66.676:  60%|██████    | 15076/25000 [04:43<02:58, 55.55it/s]
Average Loss = 66.676:  60%|██████    | 15076/25000 [04:43<02:58, 55.55it/s]
Average Loss = 66.676:  60%|██████    | 15082/25000 [04:44<02:58, 55.48it/s]
Average Loss = 66.676:  60%|██████    | 15088/25000 [04:44<02:58, 55.54it/s]
Average Loss = 66.573:  60%|██████    | 15088/25000 [04:44<02:58, 55.54it/s]
Average Loss = 66.573:  60%|██████    | 15088/25000 [04:44<02:58, 55.54it/s]
Average Loss = 66.573:  60%|██████    | 15094/25000 [04:44<02:58, 55.49it/s]
Average Loss = 66.573:  60%|██████    | 15100/25000 [04:44<02:58, 55.48it/s]
Average Loss = 66.471:  60%|██████    | 15100/25000 [04:44<02:58, 55.48it/s]
Average Loss = 66.471:  60%|██████    | 15100/25000 [04:44<02:58, 55.48it/s]
Average Loss = 66.471:  60%|██████    | 15106/25000 [04:44<03:00, 54.78it/s]
Average Loss = 66.294:  60%|██████    | 15106/25000 [04:44<03:00, 54.78it/s]
Average Loss = 66.294:  60%|██████    | 15106/25000 [04:44<03:00, 54.78it/s]
Average Loss = 66.294:  60%|██████    | 15112/25000 [04:44<03:00, 54.90it/s]
Average Loss = 66.294:  60%|██████    | 15118/25000 [04:44<02:59, 55.13it/s]
Average Loss = 66.189:  60%|██████    | 15118/25000 [04:44<02:59, 55.13it/s]
Average Loss = 66.189:  60%|██████    | 15118/25000 [04:44<02:59, 55.13it/s]
Average Loss = 66.189:  60%|██████    | 15124/25000 [04:44<02:59, 55.11it/s]
Average Loss = 66.189:  61%|██████    | 15130/25000 [04:44<02:58, 55.37it/s]
Average Loss = 66.082:  61%|██████    | 15130/25000 [04:44<02:58, 55.37it/s]
Average Loss = 66.082:  61%|██████    | 15130/25000 [04:44<02:58, 55.37it/s]
Average Loss = 66.082:  61%|██████    | 15136/25000 [04:44<02:58, 55.33it/s]
Average Loss = 65.89:  61%|██████    | 15136/25000 [04:45<02:58, 55.33it/s] 
Average Loss = 65.89:  61%|██████    | 15136/25000 [04:45<02:58, 55.33it/s]
Average Loss = 65.89:  61%|██████    | 15142/25000 [04:45<02:58, 55.23it/s]
Average Loss = 65.89:  61%|██████    | 15148/25000 [04:45<02:58, 55.30it/s]
Average Loss = 65.709:  61%|██████    | 15148/25000 [04:45<02:58, 55.30it/s]
Average Loss = 65.709:  61%|██████    | 15148/25000 [04:45<02:58, 55.30it/s]
Average Loss = 65.709:  61%|██████    | 15154/25000 [04:45<02:57, 55.32it/s]
Average Loss = 65.709:  61%|██████    | 15160/25000 [04:45<02:57, 55.45it/s]
Average Loss = 65.599:  61%|██████    | 15160/25000 [04:45<02:57, 55.45it/s]
Average Loss = 65.599:  61%|██████    | 15160/25000 [04:45<02:57, 55.45it/s]
Average Loss = 65.599:  61%|██████    | 15166/25000 [04:45<02:57, 55.42it/s]
Average Loss = 65.548:  61%|██████    | 15166/25000 [04:45<02:57, 55.42it/s]
Average Loss = 65.548:  61%|██████    | 15166/25000 [04:45<02:57, 55.42it/s]
Average Loss = 65.548:  61%|██████    | 15172/25000 [04:45<02:57, 55.28it/s]
Average Loss = 65.548:  61%|██████    | 15178/25000 [04:45<02:57, 55.35it/s]
Average Loss = 65.46:  61%|██████    | 15178/25000 [04:45<02:57, 55.35it/s] 
Average Loss = 65.46:  61%|██████    | 15178/25000 [04:45<02:57, 55.35it/s]
Average Loss = 65.46:  61%|██████    | 15184/25000 [04:45<02:57, 55.30it/s]
Average Loss = 65.46:  61%|██████    | 15190/25000 [04:45<02:57, 55.24it/s]
Average Loss = 65.4:  61%|██████    | 15190/25000 [04:45<02:57, 55.24it/s] 
Average Loss = 65.4:  61%|██████    | 15190/25000 [04:45<02:57, 55.24it/s]
Average Loss = 65.4:  61%|██████    | 15196/25000 [04:46<02:57, 55.14it/s]
Average Loss = 65.369:  61%|██████    | 15196/25000 [04:46<02:57, 55.14it/s]
Average Loss = 65.369:  61%|██████    | 15196/25000 [04:46<02:57, 55.14it/s]
Average Loss = 65.369:  61%|██████    | 15202/25000 [04:46<02:57, 55.20it/s]
Average Loss = 65.369:  61%|██████    | 15208/25000 [04:46<02:57, 55.31it/s]
Average Loss = 65.273:  61%|██████    | 15208/25000 [04:46<02:57, 55.31it/s]
Average Loss = 65.273:  61%|██████    | 15208/25000 [04:46<02:57, 55.31it/s]
Average Loss = 65.273:  61%|██████    | 15214/25000 [04:46<02:57, 55.00it/s]
Average Loss = 65.273:  61%|██████    | 15220/25000 [04:46<02:57, 55.10it/s]
Average Loss = 65.186:  61%|██████    | 15220/25000 [04:46<02:57, 55.10it/s]
Average Loss = 65.186:  61%|██████    | 15220/25000 [04:46<02:57, 55.10it/s]
Average Loss = 65.186:  61%|██████    | 15226/25000 [04:46<02:57, 55.14it/s]
Average Loss = 65.06:  61%|██████    | 15226/25000 [04:46<02:57, 55.14it/s] 
Average Loss = 65.06:  61%|██████    | 15226/25000 [04:46<02:57, 55.14it/s]
Average Loss = 65.06:  61%|██████    | 15232/25000 [04:46<02:56, 55.20it/s]
Average Loss = 65.06:  61%|██████    | 15238/25000 [04:46<02:56, 55.35it/s]
Average Loss = 65:  61%|██████    | 15238/25000 [04:46<02:56, 55.35it/s]   
Average Loss = 65:  61%|██████    | 15238/25000 [04:46<02:56, 55.35it/s]
Average Loss = 65:  61%|██████    | 15244/25000 [04:46<02:56, 55.29it/s]
Average Loss = 65:  61%|██████    | 15250/25000 [04:47<02:56, 55.33it/s]
Average Loss = 65.007:  61%|██████    | 15250/25000 [04:47<02:56, 55.33it/s]
Average Loss = 65.007:  61%|██████    | 15250/25000 [04:47<02:56, 55.33it/s]
Average Loss = 65.007:  61%|██████    | 15256/25000 [04:47<02:56, 55.36it/s]
Average Loss = 64.858:  61%|██████    | 15256/25000 [04:47<02:56, 55.36it/s]
Average Loss = 64.858:  61%|██████    | 15256/25000 [04:47<02:56, 55.36it/s]
Average Loss = 64.858:  61%|██████    | 15262/25000 [04:47<02:56, 55.31it/s]
Average Loss = 64.858:  61%|██████    | 15268/25000 [04:47<02:55, 55.42it/s]
Average Loss = 64.705:  61%|██████    | 15268/25000 [04:47<02:55, 55.42it/s]
Average Loss = 64.705:  61%|██████    | 15268/25000 [04:47<02:55, 55.42it/s]
Average Loss = 64.705:  61%|██████    | 15274/25000 [04:47<02:55, 55.37it/s]
Average Loss = 64.705:  61%|██████    | 15280/25000 [04:47<02:55, 55.48it/s]
Average Loss = 64.57:  61%|██████    | 15280/25000 [04:47<02:55, 55.48it/s] 
Average Loss = 64.57:  61%|██████    | 15280/25000 [04:47<02:55, 55.48it/s]
Average Loss = 64.57:  61%|██████    | 15286/25000 [04:47<02:55, 55.41it/s]
Average Loss = 64.501:  61%|██████    | 15286/25000 [04:47<02:55, 55.41it/s]
Average Loss = 64.501:  61%|██████    | 15286/25000 [04:47<02:55, 55.41it/s]
Average Loss = 64.501:  61%|██████    | 15292/25000 [04:47<02:55, 55.43it/s]
Average Loss = 64.501:  61%|██████    | 15298/25000 [04:47<02:54, 55.56it/s]
Average Loss = 64.46:  61%|██████    | 15298/25000 [04:47<02:54, 55.56it/s] 
Average Loss = 64.46:  61%|██████    | 15298/25000 [04:47<02:54, 55.56it/s]
Average Loss = 64.46:  61%|██████    | 15304/25000 [04:48<02:54, 55.42it/s]
Average Loss = 64.46:  61%|██████    | 15310/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.263:  61%|██████    | 15310/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.263:  61%|██████    | 15310/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.263:  61%|██████▏   | 15316/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.124:  61%|██████▏   | 15316/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.124:  61%|██████▏   | 15316/25000 [04:48<02:54, 55.44it/s]
Average Loss = 64.124:  61%|██████▏   | 15322/25000 [04:48<02:54, 55.41it/s]
Average Loss = 64.124:  61%|██████▏   | 15328/25000 [04:48<02:55, 55.20it/s]
Average Loss = 64.026:  61%|██████▏   | 15328/25000 [04:48<02:55, 55.20it/s]
Average Loss = 64.026:  61%|██████▏   | 15328/25000 [04:48<02:55, 55.20it/s]
Average Loss = 64.026:  61%|██████▏   | 15334/25000 [04:48<02:55, 55.19it/s]
Average Loss = 64.026:  61%|██████▏   | 15340/25000 [04:48<02:54, 55.30it/s]
Average Loss = 63.937:  61%|██████▏   | 15340/25000 [04:48<02:54, 55.30it/s]
Average Loss = 63.937:  61%|██████▏   | 15340/25000 [04:48<02:54, 55.30it/s]
Average Loss = 63.937:  61%|██████▏   | 15346/25000 [04:48<02:54, 55.23it/s]
Average Loss = 63.908:  61%|██████▏   | 15346/25000 [04:48<02:54, 55.23it/s]
Average Loss = 63.908:  61%|██████▏   | 15346/25000 [04:48<02:54, 55.23it/s]
Average Loss = 63.908:  61%|██████▏   | 15352/25000 [04:48<02:54, 55.25it/s]
Average Loss = 63.908:  61%|██████▏   | 15358/25000 [04:48<02:54, 55.41it/s]
Average Loss = 63.864:  61%|██████▏   | 15358/25000 [04:49<02:54, 55.41it/s]
Average Loss = 63.864:  61%|██████▏   | 15358/25000 [04:49<02:54, 55.41it/s]
Average Loss = 63.864:  61%|██████▏   | 15364/25000 [04:49<02:53, 55.45it/s]
Average Loss = 63.864:  61%|██████▏   | 15370/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.711:  61%|██████▏   | 15370/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.711:  61%|██████▏   | 15370/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.711:  62%|██████▏   | 15376/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.659:  62%|██████▏   | 15376/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.659:  62%|██████▏   | 15376/25000 [04:49<02:53, 55.50it/s]
Average Loss = 63.659:  62%|██████▏   | 15382/25000 [04:49<02:53, 55.44it/s]
Average Loss = 63.659:  62%|██████▏   | 15388/25000 [04:49<02:53, 55.53it/s]
Average Loss = 63.58:  62%|██████▏   | 15388/25000 [04:49<02:53, 55.53it/s] 
Average Loss = 63.58:  62%|██████▏   | 15388/25000 [04:49<02:53, 55.53it/s]
Average Loss = 63.58:  62%|██████▏   | 15394/25000 [04:49<02:52, 55.55it/s]
Average Loss = 63.58:  62%|██████▏   | 15400/25000 [04:49<02:52, 55.58it/s]
Average Loss = 63.508:  62%|██████▏   | 15400/25000 [04:49<02:52, 55.58it/s]
Average Loss = 63.508:  62%|██████▏   | 15400/25000 [04:49<02:52, 55.58it/s]
Average Loss = 63.508:  62%|██████▏   | 15406/25000 [04:49<02:52, 55.57it/s]
Average Loss = 63.406:  62%|██████▏   | 15406/25000 [04:49<02:52, 55.57it/s]
Average Loss = 63.406:  62%|██████▏   | 15406/25000 [04:49<02:52, 55.57it/s]
Average Loss = 63.406:  62%|██████▏   | 15412/25000 [04:49<02:52, 55.49it/s]
Average Loss = 63.406:  62%|██████▏   | 15418/25000 [04:50<02:52, 55.57it/s]
Average Loss = 63.319:  62%|██████▏   | 15418/25000 [04:50<02:52, 55.57it/s]
Average Loss = 63.319:  62%|██████▏   | 15418/25000 [04:50<02:52, 55.57it/s]
Average Loss = 63.319:  62%|██████▏   | 15424/25000 [04:50<02:52, 55.58it/s]
Average Loss = 63.319:  62%|██████▏   | 15430/25000 [04:50<02:52, 55.58it/s]
Average Loss = 63.236:  62%|██████▏   | 15430/25000 [04:50<02:52, 55.58it/s]
Average Loss = 63.236:  62%|██████▏   | 15430/25000 [04:50<02:52, 55.58it/s]
Average Loss = 63.236:  62%|██████▏   | 15436/25000 [04:50<02:54, 54.94it/s]
Average Loss = 63.144:  62%|██████▏   | 15436/25000 [04:50<02:54, 54.94it/s]
Average Loss = 63.144:  62%|██████▏   | 15436/25000 [04:50<02:54, 54.94it/s]
Average Loss = 63.144:  62%|██████▏   | 15442/25000 [04:50<02:53, 55.14it/s]
Average Loss = 63.144:  62%|██████▏   | 15448/25000 [04:50<02:52, 55.35it/s]
Average Loss = 62.986:  62%|██████▏   | 15448/25000 [04:50<02:52, 55.35it/s]
Average Loss = 62.986:  62%|██████▏   | 15448/25000 [04:50<02:52, 55.35it/s]
Average Loss = 62.986:  62%|██████▏   | 15454/25000 [04:50<02:52, 55.25it/s]
Average Loss = 62.986:  62%|██████▏   | 15460/25000 [04:50<02:52, 55.43it/s]
Average Loss = 62.916:  62%|██████▏   | 15460/25000 [04:50<02:52, 55.43it/s]
Average Loss = 62.916:  62%|██████▏   | 15460/25000 [04:50<02:52, 55.43it/s]
Average Loss = 62.916:  62%|██████▏   | 15466/25000 [04:50<02:51, 55.45it/s]
Average Loss = 62.798:  62%|██████▏   | 15466/25000 [04:51<02:51, 55.45it/s]
Average Loss = 62.798:  62%|██████▏   | 15466/25000 [04:51<02:51, 55.45it/s]
Average Loss = 62.798:  62%|██████▏   | 15472/25000 [04:51<02:52, 55.39it/s]
Average Loss = 62.798:  62%|██████▏   | 15478/25000 [04:51<02:51, 55.55it/s]
Average Loss = 62.616:  62%|██████▏   | 15478/25000 [04:51<02:51, 55.55it/s]
Average Loss = 62.616:  62%|██████▏   | 15478/25000 [04:51<02:51, 55.55it/s]
Average Loss = 62.616:  62%|██████▏   | 15484/25000 [04:51<02:51, 55.44it/s]
Average Loss = 62.616:  62%|██████▏   | 15490/25000 [04:51<02:51, 55.50it/s]
Average Loss = 62.493:  62%|██████▏   | 15490/25000 [04:51<02:51, 55.50it/s]
Average Loss = 62.493:  62%|██████▏   | 15490/25000 [04:51<02:51, 55.50it/s]
Average Loss = 62.493:  62%|██████▏   | 15496/25000 [04:51<02:51, 55.41it/s]
Average Loss = 62.365:  62%|██████▏   | 15496/25000 [04:51<02:51, 55.41it/s]
Average Loss = 62.365:  62%|██████▏   | 15496/25000 [04:51<02:51, 55.41it/s]
Average Loss = 62.365:  62%|██████▏   | 15502/25000 [04:51<02:51, 55.38it/s]
Average Loss = 62.365:  62%|██████▏   | 15508/25000 [04:51<02:51, 55.47it/s]
Average Loss = 62.264:  62%|██████▏   | 15508/25000 [04:51<02:51, 55.47it/s]
Average Loss = 62.264:  62%|██████▏   | 15508/25000 [04:51<02:51, 55.47it/s]
Average Loss = 62.264:  62%|██████▏   | 15514/25000 [04:51<02:51, 55.39it/s]
Average Loss = 62.264:  62%|██████▏   | 15520/25000 [04:51<02:50, 55.48it/s]
Average Loss = 62.129:  62%|██████▏   | 15520/25000 [04:51<02:50, 55.48it/s]
Average Loss = 62.129:  62%|██████▏   | 15520/25000 [04:51<02:50, 55.48it/s]
Average Loss = 62.129:  62%|██████▏   | 15526/25000 [04:52<02:50, 55.48it/s]
Average Loss = 62.068:  62%|██████▏   | 15526/25000 [04:52<02:50, 55.48it/s]
Average Loss = 62.068:  62%|██████▏   | 15526/25000 [04:52<02:50, 55.48it/s]
Average Loss = 62.068:  62%|██████▏   | 15532/25000 [04:52<02:50, 55.42it/s]
Average Loss = 62.068:  62%|██████▏   | 15538/25000 [04:52<02:50, 55.49it/s]
Average Loss = 61.959:  62%|██████▏   | 15538/25000 [04:52<02:50, 55.49it/s]
Average Loss = 61.959:  62%|██████▏   | 15538/25000 [04:52<02:50, 55.49it/s]
Average Loss = 61.959:  62%|██████▏   | 15544/25000 [04:52<02:50, 55.40it/s]
Average Loss = 61.959:  62%|██████▏   | 15550/25000 [04:52<02:51, 54.97it/s]
Average Loss = 61.89:  62%|██████▏   | 15550/25000 [04:52<02:51, 54.97it/s] 
Average Loss = 61.89:  62%|██████▏   | 15550/25000 [04:52<02:51, 54.97it/s]
Average Loss = 61.89:  62%|██████▏   | 15556/25000 [04:52<02:54, 54.25it/s]
Average Loss = 61.822:  62%|██████▏   | 15556/25000 [04:52<02:54, 54.25it/s]
Average Loss = 61.822:  62%|██████▏   | 15556/25000 [04:52<02:54, 54.25it/s]
Average Loss = 61.822:  62%|██████▏   | 15562/25000 [04:52<02:52, 54.60it/s]
Average Loss = 61.822:  62%|██████▏   | 15568/25000 [04:52<02:51, 54.94it/s]
Average Loss = 61.704:  62%|██████▏   | 15568/25000 [04:52<02:51, 54.94it/s]
Average Loss = 61.704:  62%|██████▏   | 15568/25000 [04:52<02:51, 54.94it/s]
Average Loss = 61.704:  62%|██████▏   | 15574/25000 [04:52<02:51, 55.12it/s]
Average Loss = 61.704:  62%|██████▏   | 15580/25000 [04:53<02:50, 55.28it/s]
Average Loss = 61.628:  62%|██████▏   | 15580/25000 [04:53<02:50, 55.28it/s]
Average Loss = 61.628:  62%|██████▏   | 15580/25000 [04:53<02:50, 55.28it/s]
Average Loss = 61.628:  62%|██████▏   | 15586/25000 [04:53<02:50, 55.34it/s]
Average Loss = 61.621:  62%|██████▏   | 15586/25000 [04:53<02:50, 55.34it/s]
Average Loss = 61.621:  62%|██████▏   | 15586/25000 [04:53<02:50, 55.34it/s]
Average Loss = 61.621:  62%|██████▏   | 15592/25000 [04:53<02:50, 55.30it/s]
Average Loss = 61.621:  62%|██████▏   | 15598/25000 [04:53<02:49, 55.40it/s]
Average Loss = 61.622:  62%|██████▏   | 15598/25000 [04:53<02:49, 55.40it/s]
Average Loss = 61.622:  62%|██████▏   | 15598/25000 [04:53<02:49, 55.40it/s]
Average Loss = 61.622:  62%|██████▏   | 15604/25000 [04:53<02:49, 55.39it/s]
Average Loss = 61.622:  62%|██████▏   | 15610/25000 [04:53<02:49, 55.50it/s]
Average Loss = 61.602:  62%|██████▏   | 15610/25000 [04:53<02:49, 55.50it/s]
Average Loss = 61.602:  62%|██████▏   | 15610/25000 [04:53<02:49, 55.50it/s]
Average Loss = 61.602:  62%|██████▏   | 15616/25000 [04:53<02:49, 55.47it/s]
Average Loss = 61.478:  62%|██████▏   | 15616/25000 [04:53<02:49, 55.47it/s]
Average Loss = 61.478:  62%|██████▏   | 15616/25000 [04:53<02:49, 55.47it/s]
Average Loss = 61.478:  62%|██████▏   | 15622/25000 [04:53<02:48, 55.52it/s]
Average Loss = 61.478:  63%|██████▎   | 15628/25000 [04:53<02:48, 55.62it/s]
Average Loss = 61.384:  63%|██████▎   | 15628/25000 [04:53<02:48, 55.62it/s]
Average Loss = 61.384:  63%|██████▎   | 15628/25000 [04:53<02:48, 55.62it/s]
Average Loss = 61.384:  63%|██████▎   | 15634/25000 [04:53<02:48, 55.55it/s]
Average Loss = 61.384:  63%|██████▎   | 15640/25000 [04:54<02:48, 55.70it/s]
Average Loss = 61.351:  63%|██████▎   | 15640/25000 [04:54<02:48, 55.70it/s]
Average Loss = 61.351:  63%|██████▎   | 15640/25000 [04:54<02:48, 55.70it/s]
Average Loss = 61.351:  63%|██████▎   | 15646/25000 [04:54<02:48, 55.58it/s]
Average Loss = 61.222:  63%|██████▎   | 15646/25000 [04:54<02:48, 55.58it/s]
Average Loss = 61.222:  63%|██████▎   | 15646/25000 [04:54<02:48, 55.58it/s]
Average Loss = 61.222:  63%|██████▎   | 15652/25000 [04:54<02:48, 55.48it/s]
Average Loss = 61.222:  63%|██████▎   | 15658/25000 [04:54<02:48, 55.41it/s]
Average Loss = 61.103:  63%|██████▎   | 15658/25000 [04:54<02:48, 55.41it/s]
Average Loss = 61.103:  63%|██████▎   | 15658/25000 [04:54<02:48, 55.41it/s]
Average Loss = 61.103:  63%|██████▎   | 15664/25000 [04:54<02:48, 55.45it/s]
Average Loss = 61.103:  63%|██████▎   | 15670/25000 [04:54<02:47, 55.59it/s]
Average Loss = 61.022:  63%|██████▎   | 15670/25000 [04:54<02:47, 55.59it/s]
Average Loss = 61.022:  63%|██████▎   | 15670/25000 [04:54<02:47, 55.59it/s]
Average Loss = 61.022:  63%|██████▎   | 15676/25000 [04:54<02:47, 55.54it/s]
Average Loss = 60.985:  63%|██████▎   | 15676/25000 [04:54<02:47, 55.54it/s]
Average Loss = 60.985:  63%|██████▎   | 15676/25000 [04:54<02:47, 55.54it/s]
Average Loss = 60.985:  63%|██████▎   | 15682/25000 [04:54<02:48, 55.42it/s]
Average Loss = 60.985:  63%|██████▎   | 15688/25000 [04:54<02:47, 55.58it/s]
Average Loss = 60.943:  63%|██████▎   | 15688/25000 [04:55<02:47, 55.58it/s]
Average Loss = 60.943:  63%|██████▎   | 15688/25000 [04:55<02:47, 55.58it/s]
Average Loss = 60.943:  63%|██████▎   | 15694/25000 [04:55<02:47, 55.58it/s]
Average Loss = 60.943:  63%|██████▎   | 15700/25000 [04:55<02:47, 55.61it/s]
Average Loss = 60.929:  63%|██████▎   | 15700/25000 [04:55<02:47, 55.61it/s]
Average Loss = 60.929:  63%|██████▎   | 15700/25000 [04:55<02:47, 55.61it/s]
Average Loss = 60.929:  63%|██████▎   | 15706/25000 [04:55<02:47, 55.44it/s]
Average Loss = 60.835:  63%|██████▎   | 15706/25000 [04:55<02:47, 55.44it/s]
Average Loss = 60.835:  63%|██████▎   | 15706/25000 [04:55<02:47, 55.44it/s]
Average Loss = 60.835:  63%|██████▎   | 15712/25000 [04:55<02:47, 55.38it/s]
Average Loss = 60.835:  63%|██████▎   | 15718/25000 [04:55<02:48, 55.22it/s]
Average Loss = 60.755:  63%|██████▎   | 15718/25000 [04:55<02:48, 55.22it/s]
Average Loss = 60.755:  63%|██████▎   | 15718/25000 [04:55<02:48, 55.22it/s]
Average Loss = 60.755:  63%|██████▎   | 15724/25000 [04:55<02:48, 55.12it/s]
Average Loss = 60.755:  63%|██████▎   | 15730/25000 [04:55<02:47, 55.26it/s]
Average Loss = 60.681:  63%|██████▎   | 15730/25000 [04:55<02:47, 55.26it/s]
Average Loss = 60.681:  63%|██████▎   | 15730/25000 [04:55<02:47, 55.26it/s]
Average Loss = 60.681:  63%|██████▎   | 15736/25000 [04:55<02:47, 55.35it/s]
Average Loss = 60.67:  63%|██████▎   | 15736/25000 [04:55<02:47, 55.35it/s] 
Average Loss = 60.67:  63%|██████▎   | 15736/25000 [04:55<02:47, 55.35it/s]
Average Loss = 60.67:  63%|██████▎   | 15742/25000 [04:55<02:47, 55.35it/s]
Average Loss = 60.67:  63%|██████▎   | 15748/25000 [04:56<02:46, 55.46it/s]
Average Loss = 60.566:  63%|██████▎   | 15748/25000 [04:56<02:46, 55.46it/s]
Average Loss = 60.566:  63%|██████▎   | 15748/25000 [04:56<02:46, 55.46it/s]
Average Loss = 60.566:  63%|██████▎   | 15754/25000 [04:56<02:46, 55.37it/s]
Average Loss = 60.566:  63%|██████▎   | 15760/25000 [04:56<02:46, 55.49it/s]
Average Loss = 60.52:  63%|██████▎   | 15760/25000 [04:56<02:46, 55.49it/s] 
Average Loss = 60.52:  63%|██████▎   | 15760/25000 [04:56<02:46, 55.49it/s]
Average Loss = 60.52:  63%|██████▎   | 15766/25000 [04:56<02:47, 54.98it/s]
Average Loss = 60.476:  63%|██████▎   | 15766/25000 [04:56<02:47, 54.98it/s]
Average Loss = 60.476:  63%|██████▎   | 15766/25000 [04:56<02:47, 54.98it/s]
Average Loss = 60.476:  63%|██████▎   | 15772/25000 [04:56<02:47, 55.05it/s]
Average Loss = 60.476:  63%|██████▎   | 15778/25000 [04:56<02:46, 55.28it/s]
Average Loss = 60.349:  63%|██████▎   | 15778/25000 [04:56<02:46, 55.28it/s]
Average Loss = 60.349:  63%|██████▎   | 15778/25000 [04:56<02:46, 55.28it/s]
Average Loss = 60.349:  63%|██████▎   | 15784/25000 [04:56<02:46, 55.24it/s]
Average Loss = 60.349:  63%|██████▎   | 15790/25000 [04:56<02:46, 55.38it/s]
Average Loss = 60.241:  63%|██████▎   | 15790/25000 [04:56<02:46, 55.38it/s]
Average Loss = 60.241:  63%|██████▎   | 15790/25000 [04:56<02:46, 55.38it/s]
Average Loss = 60.241:  63%|██████▎   | 15796/25000 [04:56<02:45, 55.46it/s]
Average Loss = 60.175:  63%|██████▎   | 15796/25000 [04:56<02:45, 55.46it/s]
Average Loss = 60.175:  63%|██████▎   | 15796/25000 [04:56<02:45, 55.46it/s]
Average Loss = 60.175:  63%|██████▎   | 15802/25000 [04:57<02:45, 55.50it/s]
Average Loss = 60.175:  63%|██████▎   | 15808/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.144:  63%|██████▎   | 15808/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.144:  63%|██████▎   | 15808/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.144:  63%|██████▎   | 15814/25000 [04:57<02:45, 55.46it/s]
Average Loss = 60.144:  63%|██████▎   | 15820/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.029:  63%|██████▎   | 15820/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.029:  63%|██████▎   | 15820/25000 [04:57<02:45, 55.59it/s]
Average Loss = 60.029:  63%|██████▎   | 15826/25000 [04:57<02:45, 55.45it/s]
Average Loss = 59.951:  63%|██████▎   | 15826/25000 [04:57<02:45, 55.45it/s]
Average Loss = 59.951:  63%|██████▎   | 15826/25000 [04:57<02:45, 55.45it/s]
Average Loss = 59.951:  63%|██████▎   | 15832/25000 [04:57<02:45, 55.42it/s]
Average Loss = 59.951:  63%|██████▎   | 15838/25000 [04:57<02:45, 55.51it/s]
Average Loss = 59.852:  63%|██████▎   | 15838/25000 [04:57<02:45, 55.51it/s]
Average Loss = 59.852:  63%|██████▎   | 15838/25000 [04:57<02:45, 55.51it/s]
Average Loss = 59.852:  63%|██████▎   | 15844/25000 [04:57<02:45, 55.46it/s]
Average Loss = 59.852:  63%|██████▎   | 15850/25000 [04:57<02:44, 55.54it/s]
Average Loss = 59.803:  63%|██████▎   | 15850/25000 [04:57<02:44, 55.54it/s]
Average Loss = 59.803:  63%|██████▎   | 15850/25000 [04:57<02:44, 55.54it/s]
Average Loss = 59.803:  63%|██████▎   | 15856/25000 [04:57<02:47, 54.52it/s]
Average Loss = 59.797:  63%|██████▎   | 15856/25000 [04:58<02:47, 54.52it/s]
Average Loss = 59.797:  63%|██████▎   | 15856/25000 [04:58<02:47, 54.52it/s]
Average Loss = 59.797:  63%|██████▎   | 15862/25000 [04:58<02:47, 54.64it/s]
Average Loss = 59.797:  63%|██████▎   | 15868/25000 [04:58<02:46, 54.89it/s]
Average Loss = 59.696:  63%|██████▎   | 15868/25000 [04:58<02:46, 54.89it/s]
Average Loss = 59.696:  63%|██████▎   | 15868/25000 [04:58<02:46, 54.89it/s]
Average Loss = 59.696:  63%|██████▎   | 15874/25000 [04:58<02:45, 55.03it/s]
Average Loss = 59.696:  64%|██████▎   | 15880/25000 [04:58<02:46, 54.62it/s]
Average Loss = 59.606:  64%|██████▎   | 15880/25000 [04:58<02:46, 54.62it/s]
Average Loss = 59.606:  64%|██████▎   | 15880/25000 [04:58<02:46, 54.62it/s]
Average Loss = 59.606:  64%|██████▎   | 15886/25000 [04:58<02:46, 54.79it/s]
Average Loss = 59.605:  64%|██████▎   | 15886/25000 [04:58<02:46, 54.79it/s]
Average Loss = 59.605:  64%|██████▎   | 15886/25000 [04:58<02:46, 54.79it/s]
Average Loss = 59.605:  64%|██████▎   | 15892/25000 [04:58<02:45, 55.02it/s]
Average Loss = 59.605:  64%|██████▎   | 15898/25000 [04:58<02:44, 55.25it/s]
Average Loss = 59.528:  64%|██████▎   | 15898/25000 [04:58<02:44, 55.25it/s]
Average Loss = 59.528:  64%|██████▎   | 15898/25000 [04:58<02:44, 55.25it/s]
Average Loss = 59.528:  64%|██████▎   | 15904/25000 [04:58<02:44, 55.30it/s]
Average Loss = 59.528:  64%|██████▎   | 15910/25000 [04:58<02:43, 55.44it/s]
Average Loss = 59.455:  64%|██████▎   | 15910/25000 [04:58<02:43, 55.44it/s]
Average Loss = 59.455:  64%|██████▎   | 15910/25000 [04:58<02:43, 55.44it/s]
Average Loss = 59.455:  64%|██████▎   | 15916/25000 [04:59<02:44, 55.35it/s]
Average Loss = 59.336:  64%|██████▎   | 15916/25000 [04:59<02:44, 55.35it/s]
Average Loss = 59.336:  64%|██████▎   | 15916/25000 [04:59<02:44, 55.35it/s]
Average Loss = 59.336:  64%|██████▎   | 15922/25000 [04:59<02:44, 55.35it/s]
Average Loss = 59.336:  64%|██████▎   | 15928/25000 [04:59<02:43, 55.33it/s]
Average Loss = 59.273:  64%|██████▎   | 15928/25000 [04:59<02:43, 55.33it/s]
Average Loss = 59.273:  64%|██████▎   | 15928/25000 [04:59<02:43, 55.33it/s]
Average Loss = 59.273:  64%|██████▎   | 15934/25000 [04:59<02:43, 55.31it/s]
Average Loss = 59.273:  64%|██████▍   | 15940/25000 [04:59<02:43, 55.45it/s]
Average Loss = 59.205:  64%|██████▍   | 15940/25000 [04:59<02:43, 55.45it/s]
Average Loss = 59.205:  64%|██████▍   | 15940/25000 [04:59<02:43, 55.45it/s]
Average Loss = 59.205:  64%|██████▍   | 15946/25000 [04:59<02:43, 55.49it/s]
Average Loss = 59.112:  64%|██████▍   | 15946/25000 [04:59<02:43, 55.49it/s]
Average Loss = 59.112:  64%|██████▍   | 15946/25000 [04:59<02:43, 55.49it/s]
Average Loss = 59.112:  64%|██████▍   | 15952/25000 [04:59<02:43, 55.43it/s]
Average Loss = 59.112:  64%|██████▍   | 15958/25000 [04:59<02:42, 55.55it/s]
Average Loss = 59.026:  64%|██████▍   | 15958/25000 [04:59<02:42, 55.55it/s]
Average Loss = 59.026:  64%|██████▍   | 15958/25000 [04:59<02:42, 55.55it/s]
Average Loss = 59.026:  64%|██████▍   | 15964/25000 [04:59<02:42, 55.52it/s]
Average Loss = 59.026:  64%|██████▍   | 15970/25000 [05:00<02:42, 55.57it/s]
Average Loss = 58.929:  64%|██████▍   | 15970/25000 [05:00<02:42, 55.57it/s]
Average Loss = 58.929:  64%|██████▍   | 15970/25000 [05:00<02:42, 55.57it/s]
Average Loss = 58.929:  64%|██████▍   | 15976/25000 [05:00<02:42, 55.47it/s]
Average Loss = 58.829:  64%|██████▍   | 15976/25000 [05:00<02:42, 55.47it/s]
Average Loss = 58.829:  64%|██████▍   | 15976/25000 [05:00<02:42, 55.47it/s]
Average Loss = 58.829:  64%|██████▍   | 15982/25000 [05:00<02:43, 55.31it/s]
Average Loss = 58.829:  64%|██████▍   | 15988/25000 [05:00<02:42, 55.40it/s]
Average Loss = 58.77:  64%|██████▍   | 15988/25000 [05:00<02:42, 55.40it/s] 
Average Loss = 58.77:  64%|██████▍   | 15988/25000 [05:00<02:42, 55.40it/s]
Average Loss = 58.77:  64%|██████▍   | 15994/25000 [05:00<02:42, 55.34it/s]
Average Loss = 58.77:  64%|██████▍   | 16000/25000 [05:00<02:42, 55.44it/s]
Average Loss = 58.659:  64%|██████▍   | 16000/25000 [05:00<02:42, 55.44it/s]
Average Loss = 58.659:  64%|██████▍   | 16000/25000 [05:00<02:42, 55.44it/s]
Average Loss = 58.659:  64%|██████▍   | 16006/25000 [05:00<02:42, 55.25it/s]
Average Loss = 58.599:  64%|██████▍   | 16006/25000 [05:00<02:42, 55.25it/s]
Average Loss = 58.599:  64%|██████▍   | 16006/25000 [05:00<02:42, 55.25it/s]
Average Loss = 58.599:  64%|██████▍   | 16012/25000 [05:00<02:42, 55.20it/s]
Average Loss = 58.599:  64%|██████▍   | 16018/25000 [05:00<02:42, 55.36it/s]
Average Loss = 58.541:  64%|██████▍   | 16018/25000 [05:00<02:42, 55.36it/s]
Average Loss = 58.541:  64%|██████▍   | 16018/25000 [05:00<02:42, 55.36it/s]
Average Loss = 58.541:  64%|██████▍   | 16024/25000 [05:01<02:41, 55.41it/s]
Average Loss = 58.541:  64%|██████▍   | 16030/25000 [05:01<02:41, 55.51it/s]
Average Loss = 58.547:  64%|██████▍   | 16030/25000 [05:01<02:41, 55.51it/s]
Average Loss = 58.547:  64%|██████▍   | 16030/25000 [05:01<02:41, 55.51it/s]
Average Loss = 58.547:  64%|██████▍   | 16036/25000 [05:01<02:41, 55.49it/s]
Average Loss = 58.546:  64%|██████▍   | 16036/25000 [05:01<02:41, 55.49it/s]
Average Loss = 58.546:  64%|██████▍   | 16036/25000 [05:01<02:41, 55.49it/s]
Average Loss = 58.546:  64%|██████▍   | 16042/25000 [05:01<02:41, 55.42it/s]
Average Loss = 58.546:  64%|██████▍   | 16048/25000 [05:01<02:41, 55.52it/s]
Average Loss = 58.481:  64%|██████▍   | 16048/25000 [05:01<02:41, 55.52it/s]
Average Loss = 58.481:  64%|██████▍   | 16048/25000 [05:01<02:41, 55.52it/s]
Average Loss = 58.481:  64%|██████▍   | 16054/25000 [05:01<02:41, 55.55it/s]
Average Loss = 58.481:  64%|██████▍   | 16060/25000 [05:01<02:40, 55.58it/s]
Average Loss = 58.406:  64%|██████▍   | 16060/25000 [05:01<02:40, 55.58it/s]
Average Loss = 58.406:  64%|██████▍   | 16060/25000 [05:01<02:40, 55.58it/s]
Average Loss = 58.406:  64%|██████▍   | 16066/25000 [05:01<02:40, 55.55it/s]
Average Loss = 58.341:  64%|██████▍   | 16066/25000 [05:01<02:40, 55.55it/s]
Average Loss = 58.341:  64%|██████▍   | 16066/25000 [05:01<02:40, 55.55it/s]
Average Loss = 58.341:  64%|██████▍   | 16072/25000 [05:01<02:40, 55.49it/s]
Average Loss = 58.341:  64%|██████▍   | 16078/25000 [05:02<02:40, 55.56it/s]
Average Loss = 58.284:  64%|██████▍   | 16078/25000 [05:02<02:40, 55.56it/s]
Average Loss = 58.284:  64%|██████▍   | 16078/25000 [05:02<02:40, 55.56it/s]
Average Loss = 58.284:  64%|██████▍   | 16084/25000 [05:02<02:40, 55.50it/s]
Average Loss = 58.284:  64%|██████▍   | 16090/25000 [05:02<02:40, 55.51it/s]
Average Loss = 58.244:  64%|██████▍   | 16090/25000 [05:02<02:40, 55.51it/s]
Average Loss = 58.244:  64%|██████▍   | 16090/25000 [05:02<02:40, 55.51it/s]
Average Loss = 58.244:  64%|██████▍   | 16096/25000 [05:02<02:40, 55.47it/s]
Average Loss = 58.209:  64%|██████▍   | 16096/25000 [05:02<02:40, 55.47it/s]
Average Loss = 58.209:  64%|██████▍   | 16096/25000 [05:02<02:40, 55.47it/s]
Average Loss = 58.209:  64%|██████▍   | 16102/25000 [05:02<02:41, 55.03it/s]
Average Loss = 58.209:  64%|██████▍   | 16108/25000 [05:02<02:41, 55.19it/s]
Average Loss = 58.2:  64%|██████▍   | 16108/25000 [05:02<02:41, 55.19it/s]  
Average Loss = 58.2:  64%|██████▍   | 16108/25000 [05:02<02:41, 55.19it/s]
Average Loss = 58.2:  64%|██████▍   | 16114/25000 [05:02<02:40, 55.26it/s]
Average Loss = 58.2:  64%|██████▍   | 16120/25000 [05:02<02:40, 55.39it/s]
Average Loss = 58.169:  64%|██████▍   | 16120/25000 [05:02<02:40, 55.39it/s]
Average Loss = 58.169:  64%|██████▍   | 16120/25000 [05:02<02:40, 55.39it/s]
Average Loss = 58.169:  65%|██████▍   | 16126/25000 [05:02<02:40, 55.43it/s]
Average Loss = 58.115:  65%|██████▍   | 16126/25000 [05:02<02:40, 55.43it/s]
Average Loss = 58.115:  65%|██████▍   | 16126/25000 [05:02<02:40, 55.43it/s]
Average Loss = 58.115:  65%|██████▍   | 16132/25000 [05:02<02:40, 55.38it/s]
Average Loss = 58.115:  65%|██████▍   | 16138/25000 [05:03<02:39, 55.54it/s]
Average Loss = 58.044:  65%|██████▍   | 16138/25000 [05:03<02:39, 55.54it/s]
Average Loss = 58.044:  65%|██████▍   | 16138/25000 [05:03<02:39, 55.54it/s]
Average Loss = 58.044:  65%|██████▍   | 16144/25000 [05:03<02:40, 55.35it/s]
Average Loss = 58.044:  65%|██████▍   | 16150/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.936:  65%|██████▍   | 16150/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.936:  65%|██████▍   | 16150/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.936:  65%|██████▍   | 16156/25000 [05:03<02:39, 55.35it/s]
Average Loss = 57.897:  65%|██████▍   | 16156/25000 [05:03<02:39, 55.35it/s]
Average Loss = 57.897:  65%|██████▍   | 16156/25000 [05:03<02:39, 55.35it/s]
Average Loss = 57.897:  65%|██████▍   | 16162/25000 [05:03<02:39, 55.38it/s]
Average Loss = 57.897:  65%|██████▍   | 16168/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.791:  65%|██████▍   | 16168/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.791:  65%|██████▍   | 16168/25000 [05:03<02:39, 55.46it/s]
Average Loss = 57.791:  65%|██████▍   | 16174/25000 [05:03<02:39, 55.41it/s]
Average Loss = 57.791:  65%|██████▍   | 16180/25000 [05:03<02:38, 55.56it/s]
Average Loss = 57.731:  65%|██████▍   | 16180/25000 [05:03<02:38, 55.56it/s]
Average Loss = 57.731:  65%|██████▍   | 16180/25000 [05:03<02:38, 55.56it/s]
Average Loss = 57.731:  65%|██████▍   | 16186/25000 [05:03<02:38, 55.50it/s]
Average Loss = 57.645:  65%|██████▍   | 16186/25000 [05:04<02:38, 55.50it/s]
Average Loss = 57.645:  65%|██████▍   | 16186/25000 [05:04<02:38, 55.50it/s]
Average Loss = 57.645:  65%|██████▍   | 16192/25000 [05:04<02:38, 55.48it/s]
Average Loss = 57.645:  65%|██████▍   | 16198/25000 [05:04<02:38, 55.56it/s]
Average Loss = 57.579:  65%|██████▍   | 16198/25000 [05:04<02:38, 55.56it/s]
Average Loss = 57.579:  65%|██████▍   | 16198/25000 [05:04<02:38, 55.56it/s]
Average Loss = 57.579:  65%|██████▍   | 16204/25000 [05:04<02:38, 55.55it/s]
Average Loss = 57.579:  65%|██████▍   | 16210/25000 [05:04<02:38, 55.38it/s]
Average Loss = 57.53:  65%|██████▍   | 16210/25000 [05:04<02:38, 55.38it/s] 
Average Loss = 57.53:  65%|██████▍   | 16210/25000 [05:04<02:38, 55.38it/s]
Average Loss = 57.53:  65%|██████▍   | 16216/25000 [05:04<02:38, 55.36it/s]
Average Loss = 57.445:  65%|██████▍   | 16216/25000 [05:04<02:38, 55.36it/s]
Average Loss = 57.445:  65%|██████▍   | 16216/25000 [05:04<02:38, 55.36it/s]
Average Loss = 57.445:  65%|██████▍   | 16222/25000 [05:04<02:38, 55.32it/s]
Average Loss = 57.445:  65%|██████▍   | 16228/25000 [05:04<02:38, 55.46it/s]
Average Loss = 57.41:  65%|██████▍   | 16228/25000 [05:04<02:38, 55.46it/s] 
Average Loss = 57.41:  65%|██████▍   | 16228/25000 [05:04<02:38, 55.46it/s]
Average Loss = 57.41:  65%|██████▍   | 16234/25000 [05:04<02:38, 55.42it/s]
Average Loss = 57.41:  65%|██████▍   | 16240/25000 [05:04<02:37, 55.55it/s]
Average Loss = 57.308:  65%|██████▍   | 16240/25000 [05:04<02:37, 55.55it/s]
Average Loss = 57.308:  65%|██████▍   | 16240/25000 [05:04<02:37, 55.55it/s]
Average Loss = 57.308:  65%|██████▍   | 16246/25000 [05:05<02:37, 55.48it/s]
Average Loss = 57.25:  65%|██████▍   | 16246/25000 [05:05<02:37, 55.48it/s] 
Average Loss = 57.25:  65%|██████▍   | 16246/25000 [05:05<02:37, 55.48it/s]
Average Loss = 57.25:  65%|██████▌   | 16252/25000 [05:05<02:37, 55.42it/s]
Average Loss = 57.25:  65%|██████▌   | 16258/25000 [05:05<02:37, 55.52it/s]
Average Loss = 57.156:  65%|██████▌   | 16258/25000 [05:05<02:37, 55.52it/s]
Average Loss = 57.156:  65%|██████▌   | 16258/25000 [05:05<02:37, 55.52it/s]
Average Loss = 57.156:  65%|██████▌   | 16264/25000 [05:05<02:37, 55.53it/s]
Average Loss = 57.156:  65%|██████▌   | 16270/25000 [05:05<02:46, 52.37it/s]
Average Loss = 57.104:  65%|██████▌   | 16270/25000 [05:05<02:46, 52.37it/s]
Average Loss = 57.104:  65%|██████▌   | 16270/25000 [05:05<02:46, 52.37it/s]
Average Loss = 57.104:  65%|██████▌   | 16276/25000 [05:05<02:43, 53.23it/s]
Average Loss = 57.075:  65%|██████▌   | 16276/25000 [05:05<02:43, 53.23it/s]
Average Loss = 57.075:  65%|██████▌   | 16276/25000 [05:05<02:43, 53.23it/s]
Average Loss = 57.075:  65%|██████▌   | 16282/25000 [05:05<02:41, 53.88it/s]
Average Loss = 57.075:  65%|██████▌   | 16288/25000 [05:05<02:40, 54.39it/s]
Average Loss = 57.029:  65%|██████▌   | 16288/25000 [05:05<02:40, 54.39it/s]
Average Loss = 57.029:  65%|██████▌   | 16288/25000 [05:05<02:40, 54.39it/s]
Average Loss = 57.029:  65%|██████▌   | 16294/25000 [05:05<02:39, 54.61it/s]
Average Loss = 57.029:  65%|██████▌   | 16300/25000 [05:06<02:38, 55.00it/s]
Average Loss = 56.897:  65%|██████▌   | 16300/25000 [05:06<02:38, 55.00it/s]
Average Loss = 56.897:  65%|██████▌   | 16300/25000 [05:06<02:38, 55.00it/s]
Average Loss = 56.897:  65%|██████▌   | 16306/25000 [05:06<02:38, 55.02it/s]
Average Loss = 56.852:  65%|██████▌   | 16306/25000 [05:06<02:38, 55.02it/s]
Average Loss = 56.852:  65%|██████▌   | 16306/25000 [05:06<02:38, 55.02it/s]
Average Loss = 56.852:  65%|██████▌   | 16312/25000 [05:06<02:37, 55.01it/s]
Average Loss = 56.852:  65%|██████▌   | 16318/25000 [05:06<02:37, 55.15it/s]
Average Loss = 56.812:  65%|██████▌   | 16318/25000 [05:06<02:37, 55.15it/s]
Average Loss = 56.812:  65%|██████▌   | 16318/25000 [05:06<02:37, 55.15it/s]
Average Loss = 56.812:  65%|██████▌   | 16324/25000 [05:06<02:39, 54.48it/s]
Average Loss = 56.812:  65%|██████▌   | 16330/25000 [05:06<02:38, 54.77it/s]
Average Loss = 56.762:  65%|██████▌   | 16330/25000 [05:06<02:38, 54.77it/s]
Average Loss = 56.762:  65%|██████▌   | 16330/25000 [05:06<02:38, 54.77it/s]
Average Loss = 56.762:  65%|██████▌   | 16336/25000 [05:06<02:37, 54.87it/s]
Average Loss = 56.708:  65%|██████▌   | 16336/25000 [05:06<02:37, 54.87it/s]
Average Loss = 56.708:  65%|██████▌   | 16336/25000 [05:06<02:37, 54.87it/s]
Average Loss = 56.708:  65%|██████▌   | 16342/25000 [05:06<02:37, 55.01it/s]
Average Loss = 56.708:  65%|██████▌   | 16348/25000 [05:06<02:36, 55.12it/s]
Average Loss = 56.657:  65%|██████▌   | 16348/25000 [05:06<02:36, 55.12it/s]
Average Loss = 56.657:  65%|██████▌   | 16348/25000 [05:06<02:36, 55.12it/s]
Average Loss = 56.657:  65%|██████▌   | 16354/25000 [05:07<02:36, 55.14it/s]
Average Loss = 56.657:  65%|██████▌   | 16360/25000 [05:07<02:36, 55.24it/s]
Average Loss = 56.631:  65%|██████▌   | 16360/25000 [05:07<02:36, 55.24it/s]
Average Loss = 56.631:  65%|██████▌   | 16360/25000 [05:07<02:36, 55.24it/s]
Average Loss = 56.631:  65%|██████▌   | 16366/25000 [05:07<02:36, 55.16it/s]
Average Loss = 56.605:  65%|██████▌   | 16366/25000 [05:07<02:36, 55.16it/s]
Average Loss = 56.605:  65%|██████▌   | 16366/25000 [05:07<02:36, 55.16it/s]
Average Loss = 56.605:  65%|██████▌   | 16372/25000 [05:07<02:36, 55.25it/s]
Average Loss = 56.605:  66%|██████▌   | 16378/25000 [05:07<02:35, 55.35it/s]
Average Loss = 56.564:  66%|██████▌   | 16378/25000 [05:07<02:35, 55.35it/s]
Average Loss = 56.564:  66%|██████▌   | 16378/25000 [05:07<02:35, 55.35it/s]
Average Loss = 56.564:  66%|██████▌   | 16384/25000 [05:07<02:35, 55.27it/s]
Average Loss = 56.564:  66%|██████▌   | 16390/25000 [05:07<02:35, 55.39it/s]
Average Loss = 56.512:  66%|██████▌   | 16390/25000 [05:07<02:35, 55.39it/s]
Average Loss = 56.512:  66%|██████▌   | 16390/25000 [05:07<02:35, 55.39it/s]
Average Loss = 56.512:  66%|██████▌   | 16396/25000 [05:07<02:35, 55.26it/s]
Average Loss = 56.495:  66%|██████▌   | 16396/25000 [05:07<02:35, 55.26it/s]
Average Loss = 56.495:  66%|██████▌   | 16396/25000 [05:07<02:35, 55.26it/s]
Average Loss = 56.495:  66%|██████▌   | 16402/25000 [05:07<02:35, 55.25it/s]
Average Loss = 56.495:  66%|██████▌   | 16408/25000 [05:07<02:35, 55.29it/s]
Average Loss = 56.453:  66%|██████▌   | 16408/25000 [05:08<02:35, 55.29it/s]
Average Loss = 56.453:  66%|██████▌   | 16408/25000 [05:08<02:35, 55.29it/s]
Average Loss = 56.453:  66%|██████▌   | 16414/25000 [05:08<02:35, 55.19it/s]
Average Loss = 56.453:  66%|██████▌   | 16420/25000 [05:08<02:35, 55.31it/s]
Average Loss = 56.357:  66%|██████▌   | 16420/25000 [05:08<02:35, 55.31it/s]
Average Loss = 56.357:  66%|██████▌   | 16420/25000 [05:08<02:35, 55.31it/s]
Average Loss = 56.357:  66%|██████▌   | 16426/25000 [05:08<02:35, 55.25it/s]
Average Loss = 56.273:  66%|██████▌   | 16426/25000 [05:08<02:35, 55.25it/s]
Average Loss = 56.273:  66%|██████▌   | 16426/25000 [05:08<02:35, 55.25it/s]
Average Loss = 56.273:  66%|██████▌   | 16432/25000 [05:08<02:36, 54.68it/s]
Average Loss = 56.273:  66%|██████▌   | 16438/25000 [05:08<02:35, 54.97it/s]
Average Loss = 56.292:  66%|██████▌   | 16438/25000 [05:08<02:35, 54.97it/s]
Average Loss = 56.292:  66%|██████▌   | 16438/25000 [05:08<02:35, 54.97it/s]
Average Loss = 56.292:  66%|██████▌   | 16444/25000 [05:08<02:35, 55.00it/s]
Average Loss = 56.292:  66%|██████▌   | 16450/25000 [05:08<02:34, 55.20it/s]
Average Loss = 56.231:  66%|██████▌   | 16450/25000 [05:08<02:34, 55.20it/s]
Average Loss = 56.231:  66%|██████▌   | 16450/25000 [05:08<02:34, 55.20it/s]
Average Loss = 56.231:  66%|██████▌   | 16456/25000 [05:08<02:34, 55.19it/s]
Average Loss = 56.18:  66%|██████▌   | 16456/25000 [05:08<02:34, 55.19it/s] 
Average Loss = 56.18:  66%|██████▌   | 16456/25000 [05:08<02:34, 55.19it/s]
Average Loss = 56.18:  66%|██████▌   | 16462/25000 [05:08<02:34, 55.17it/s]
Average Loss = 56.18:  66%|██████▌   | 16468/25000 [05:09<02:34, 55.32it/s]
Average Loss = 56.107:  66%|██████▌   | 16468/25000 [05:09<02:34, 55.32it/s]
Average Loss = 56.107:  66%|██████▌   | 16468/25000 [05:09<02:34, 55.32it/s]
Average Loss = 56.107:  66%|██████▌   | 16474/25000 [05:09<02:34, 55.28it/s]
Average Loss = 56.107:  66%|██████▌   | 16480/25000 [05:09<02:33, 55.34it/s]
Average Loss = 56.1:  66%|██████▌   | 16480/25000 [05:09<02:33, 55.34it/s]  
Average Loss = 56.1:  66%|██████▌   | 16480/25000 [05:09<02:33, 55.34it/s]
Average Loss = 56.1:  66%|██████▌   | 16486/25000 [05:09<02:34, 55.21it/s]
Average Loss = 56.038:  66%|██████▌   | 16486/25000 [05:09<02:34, 55.21it/s]
Average Loss = 56.038:  66%|██████▌   | 16486/25000 [05:09<02:34, 55.21it/s]
Average Loss = 56.038:  66%|██████▌   | 16492/25000 [05:09<02:34, 55.21it/s]
Average Loss = 56.038:  66%|██████▌   | 16498/25000 [05:09<02:33, 55.32it/s]
Average Loss = 55.988:  66%|██████▌   | 16498/25000 [05:09<02:33, 55.32it/s]
Average Loss = 55.988:  66%|██████▌   | 16498/25000 [05:09<02:33, 55.32it/s]
Average Loss = 55.988:  66%|██████▌   | 16504/25000 [05:09<02:33, 55.30it/s]
Average Loss = 55.988:  66%|██████▌   | 16510/25000 [05:09<02:33, 55.35it/s]
Average Loss = 55.928:  66%|██████▌   | 16510/25000 [05:09<02:33, 55.35it/s]
Average Loss = 55.928:  66%|██████▌   | 16510/25000 [05:09<02:33, 55.35it/s]
Average Loss = 55.928:  66%|██████▌   | 16516/25000 [05:09<02:33, 55.23it/s]
Average Loss = 55.921:  66%|██████▌   | 16516/25000 [05:10<02:33, 55.23it/s]
Average Loss = 55.921:  66%|██████▌   | 16516/25000 [05:10<02:33, 55.23it/s]
Average Loss = 55.921:  66%|██████▌   | 16522/25000 [05:10<02:33, 55.22it/s]
Average Loss = 55.921:  66%|██████▌   | 16528/25000 [05:10<02:33, 55.32it/s]
Average Loss = 55.826:  66%|██████▌   | 16528/25000 [05:10<02:33, 55.32it/s]
Average Loss = 55.826:  66%|██████▌   | 16528/25000 [05:10<02:33, 55.32it/s]
Average Loss = 55.826:  66%|██████▌   | 16534/25000 [05:10<02:33, 55.20it/s]
Average Loss = 55.826:  66%|██████▌   | 16540/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.788:  66%|██████▌   | 16540/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.788:  66%|██████▌   | 16540/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.788:  66%|██████▌   | 16546/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.729:  66%|██████▌   | 16546/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.729:  66%|██████▌   | 16546/25000 [05:10<02:33, 54.99it/s]
Average Loss = 55.729:  66%|██████▌   | 16552/25000 [05:10<02:33, 55.07it/s]
Average Loss = 55.729:  66%|██████▌   | 16558/25000 [05:10<02:32, 55.18it/s]
Average Loss = 55.691:  66%|██████▌   | 16558/25000 [05:10<02:32, 55.18it/s]
Average Loss = 55.691:  66%|██████▌   | 16558/25000 [05:10<02:32, 55.18it/s]
Average Loss = 55.691:  66%|██████▋   | 16564/25000 [05:10<02:32, 55.19it/s]
Average Loss = 55.691:  66%|██████▋   | 16570/25000 [05:10<02:32, 55.27it/s]
Average Loss = 55.653:  66%|██████▋   | 16570/25000 [05:10<02:32, 55.27it/s]
Average Loss = 55.653:  66%|██████▋   | 16570/25000 [05:10<02:32, 55.27it/s]
Average Loss = 55.653:  66%|██████▋   | 16576/25000 [05:11<02:32, 55.19it/s]
Average Loss = 55.609:  66%|██████▋   | 16576/25000 [05:11<02:32, 55.19it/s]
Average Loss = 55.609:  66%|██████▋   | 16576/25000 [05:11<02:32, 55.19it/s]
Average Loss = 55.609:  66%|██████▋   | 16582/25000 [05:11<02:32, 55.25it/s]
Average Loss = 55.609:  66%|██████▋   | 16588/25000 [05:11<02:46, 50.52it/s]
Average Loss = 55.557:  66%|██████▋   | 16588/25000 [05:11<02:46, 50.52it/s]
Average Loss = 55.557:  66%|██████▋   | 16588/25000 [05:11<02:46, 50.52it/s]
Average Loss = 55.557:  66%|██████▋   | 16594/25000 [05:11<03:05, 45.39it/s]
Average Loss = 55.557:  66%|██████▋   | 16599/25000 [05:11<03:10, 44.01it/s]
Average Loss = 55.499:  66%|██████▋   | 16599/25000 [05:11<03:10, 44.01it/s]
Average Loss = 55.499:  66%|██████▋   | 16599/25000 [05:11<03:10, 44.01it/s]
Average Loss = 55.499:  66%|██████▋   | 16604/25000 [05:11<03:24, 41.14it/s]
Average Loss = 55.499:  66%|██████▋   | 16610/25000 [05:11<03:08, 44.61it/s]
Average Loss = 55.387:  66%|██████▋   | 16610/25000 [05:11<03:08, 44.61it/s]
Average Loss = 55.387:  66%|██████▋   | 16610/25000 [05:11<03:08, 44.61it/s]
Average Loss = 55.387:  66%|██████▋   | 16616/25000 [05:11<02:57, 47.31it/s]
Average Loss = 55.37:  66%|██████▋   | 16616/25000 [05:12<02:57, 47.31it/s] 
Average Loss = 55.37:  66%|██████▋   | 16616/25000 [05:12<02:57, 47.31it/s]
Average Loss = 55.37:  66%|██████▋   | 16622/25000 [05:12<02:49, 49.36it/s]
Average Loss = 55.37:  67%|██████▋   | 16628/25000 [05:12<02:43, 51.07it/s]
Average Loss = 55.28:  67%|██████▋   | 16628/25000 [05:12<02:43, 51.07it/s]
Average Loss = 55.28:  67%|██████▋   | 16628/25000 [05:12<02:43, 51.07it/s]
Average Loss = 55.28:  67%|██████▋   | 16634/25000 [05:12<02:40, 52.25it/s]
Average Loss = 55.28:  67%|██████▋   | 16640/25000 [05:12<02:37, 53.16it/s]
Average Loss = 55.277:  67%|██████▋   | 16640/25000 [05:12<02:37, 53.16it/s]
Average Loss = 55.277:  67%|██████▋   | 16640/25000 [05:12<02:37, 53.16it/s]
Average Loss = 55.277:  67%|██████▋   | 16646/25000 [05:12<02:35, 53.56it/s]
Average Loss = 55.239:  67%|██████▋   | 16646/25000 [05:12<02:35, 53.56it/s]
Average Loss = 55.239:  67%|██████▋   | 16646/25000 [05:12<02:35, 53.56it/s]
Average Loss = 55.239:  67%|██████▋   | 16652/25000 [05:12<02:34, 54.06it/s]
Average Loss = 55.239:  67%|██████▋   | 16658/25000 [05:12<02:33, 54.43it/s]
Average Loss = 55.215:  67%|██████▋   | 16658/25000 [05:12<02:33, 54.43it/s]
Average Loss = 55.215:  67%|██████▋   | 16658/25000 [05:12<02:33, 54.43it/s]
Average Loss = 55.215:  67%|██████▋   | 16664/25000 [05:12<02:32, 54.69it/s]
Average Loss = 55.215:  67%|██████▋   | 16670/25000 [05:12<02:31, 54.90it/s]
Average Loss = 55.18:  67%|██████▋   | 16670/25000 [05:12<02:31, 54.90it/s] 
Average Loss = 55.18:  67%|██████▋   | 16670/25000 [05:12<02:31, 54.90it/s]
Average Loss = 55.18:  67%|██████▋   | 16676/25000 [05:13<02:31, 54.92it/s]
Average Loss = 55.148:  67%|██████▋   | 16676/25000 [05:13<02:31, 54.92it/s]
Average Loss = 55.148:  67%|██████▋   | 16676/25000 [05:13<02:31, 54.92it/s]
Average Loss = 55.148:  67%|██████▋   | 16682/25000 [05:13<02:31, 54.95it/s]
Average Loss = 55.148:  67%|██████▋   | 16688/25000 [05:13<02:30, 55.13it/s]
Average Loss = 55.115:  67%|██████▋   | 16688/25000 [05:13<02:30, 55.13it/s]
Average Loss = 55.115:  67%|██████▋   | 16688/25000 [05:13<02:30, 55.13it/s]
Average Loss = 55.115:  67%|██████▋   | 16694/25000 [05:13<02:30, 55.13it/s]
Average Loss = 55.115:  67%|██████▋   | 16700/25000 [05:13<02:30, 55.25it/s]
Average Loss = 55.068:  67%|██████▋   | 16700/25000 [05:13<02:30, 55.25it/s]
Average Loss = 55.068:  67%|██████▋   | 16700/25000 [05:13<02:30, 55.25it/s]
Average Loss = 55.068:  67%|██████▋   | 16706/25000 [05:13<02:29, 55.32it/s]
Average Loss = 55.038:  67%|██████▋   | 16706/25000 [05:13<02:29, 55.32it/s]
Average Loss = 55.038:  67%|██████▋   | 16706/25000 [05:13<02:29, 55.32it/s]
Average Loss = 55.038:  67%|██████▋   | 16712/25000 [05:13<02:29, 55.25it/s]
Average Loss = 55.038:  67%|██████▋   | 16718/25000 [05:13<02:29, 55.31it/s]
Average Loss = 55.005:  67%|██████▋   | 16718/25000 [05:13<02:29, 55.31it/s]
Average Loss = 55.005:  67%|██████▋   | 16718/25000 [05:13<02:29, 55.31it/s]
Average Loss = 55.005:  67%|██████▋   | 16724/25000 [05:13<02:29, 55.25it/s]
Average Loss = 55.005:  67%|██████▋   | 16730/25000 [05:13<02:29, 55.20it/s]
Average Loss = 54.93:  67%|██████▋   | 16730/25000 [05:14<02:29, 55.20it/s] 
Average Loss = 54.93:  67%|██████▋   | 16730/25000 [05:14<02:29, 55.20it/s]
Average Loss = 54.93:  67%|██████▋   | 16736/25000 [05:14<02:29, 55.15it/s]
Average Loss = 54.878:  67%|██████▋   | 16736/25000 [05:14<02:29, 55.15it/s]
Average Loss = 54.878:  67%|██████▋   | 16736/25000 [05:14<02:29, 55.15it/s]
Average Loss = 54.878:  67%|██████▋   | 16742/25000 [05:14<02:29, 55.19it/s]
Average Loss = 54.878:  67%|██████▋   | 16748/25000 [05:14<02:29, 55.26it/s]
Average Loss = 54.871:  67%|██████▋   | 16748/25000 [05:14<02:29, 55.26it/s]
Average Loss = 54.871:  67%|██████▋   | 16748/25000 [05:14<02:29, 55.26it/s]
Average Loss = 54.871:  67%|██████▋   | 16754/25000 [05:14<02:30, 54.72it/s]
Average Loss = 54.871:  67%|██████▋   | 16760/25000 [05:14<02:29, 54.99it/s]
Average Loss = 54.843:  67%|██████▋   | 16760/25000 [05:14<02:29, 54.99it/s]
Average Loss = 54.843:  67%|██████▋   | 16760/25000 [05:14<02:29, 54.99it/s]
Average Loss = 54.843:  67%|██████▋   | 16766/25000 [05:14<02:29, 54.97it/s]
Average Loss = 54.803:  67%|██████▋   | 16766/25000 [05:14<02:29, 54.97it/s]
Average Loss = 54.803:  67%|██████▋   | 16766/25000 [05:14<02:29, 54.97it/s]
Average Loss = 54.803:  67%|██████▋   | 16772/25000 [05:14<02:29, 54.96it/s]
Average Loss = 54.803:  67%|██████▋   | 16778/25000 [05:14<02:28, 55.19it/s]
Average Loss = 54.743:  67%|██████▋   | 16778/25000 [05:14<02:28, 55.19it/s]
Average Loss = 54.743:  67%|██████▋   | 16778/25000 [05:14<02:28, 55.19it/s]
Average Loss = 54.743:  67%|██████▋   | 16784/25000 [05:14<02:28, 55.24it/s]
Average Loss = 54.743:  67%|██████▋   | 16790/25000 [05:15<02:28, 55.24it/s]
Average Loss = 54.691:  67%|██████▋   | 16790/25000 [05:15<02:28, 55.24it/s]
Average Loss = 54.691:  67%|██████▋   | 16790/25000 [05:15<02:28, 55.24it/s]
Average Loss = 54.691:  67%|██████▋   | 16796/25000 [05:15<02:28, 55.25it/s]
Average Loss = 54.691:  67%|██████▋   | 16796/25000 [05:15<02:28, 55.25it/s]
Average Loss = 54.691:  67%|██████▋   | 16796/25000 [05:15<02:28, 55.25it/s]
Average Loss = 54.691:  67%|██████▋   | 16802/25000 [05:15<02:28, 55.15it/s]
Average Loss = 54.691:  67%|██████▋   | 16808/25000 [05:15<02:28, 55.23it/s]
Average Loss = 54.642:  67%|██████▋   | 16808/25000 [05:15<02:28, 55.23it/s]
Average Loss = 54.642:  67%|██████▋   | 16808/25000 [05:15<02:28, 55.23it/s]
Average Loss = 54.642:  67%|██████▋   | 16814/25000 [05:15<02:28, 55.18it/s]
Average Loss = 54.642:  67%|██████▋   | 16820/25000 [05:15<02:27, 55.28it/s]
Average Loss = 54.574:  67%|██████▋   | 16820/25000 [05:15<02:27, 55.28it/s]
Average Loss = 54.574:  67%|██████▋   | 16820/25000 [05:15<02:27, 55.28it/s]
Average Loss = 54.574:  67%|██████▋   | 16826/25000 [05:15<02:28, 55.22it/s]
Average Loss = 54.534:  67%|██████▋   | 16826/25000 [05:15<02:28, 55.22it/s]
Average Loss = 54.534:  67%|██████▋   | 16826/25000 [05:15<02:28, 55.22it/s]
Average Loss = 54.534:  67%|██████▋   | 16832/25000 [05:15<02:27, 55.24it/s]
Average Loss = 54.534:  67%|██████▋   | 16838/25000 [05:15<02:27, 55.29it/s]
Average Loss = 54.532:  67%|██████▋   | 16838/25000 [05:16<02:27, 55.29it/s]
Average Loss = 54.532:  67%|██████▋   | 16838/25000 [05:16<02:27, 55.29it/s]
Average Loss = 54.532:  67%|██████▋   | 16844/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.532:  67%|██████▋   | 16850/25000 [05:16<02:27, 55.30it/s]
Average Loss = 54.455:  67%|██████▋   | 16850/25000 [05:16<02:27, 55.30it/s]
Average Loss = 54.455:  67%|██████▋   | 16850/25000 [05:16<02:27, 55.30it/s]
Average Loss = 54.455:  67%|██████▋   | 16856/25000 [05:16<02:27, 55.17it/s]
Average Loss = 54.39:  67%|██████▋   | 16856/25000 [05:16<02:27, 55.17it/s] 
Average Loss = 54.39:  67%|██████▋   | 16856/25000 [05:16<02:27, 55.17it/s]
Average Loss = 54.39:  67%|██████▋   | 16862/25000 [05:16<02:28, 54.70it/s]
Average Loss = 54.39:  67%|██████▋   | 16868/25000 [05:16<02:27, 54.99it/s]
Average Loss = 54.363:  67%|██████▋   | 16868/25000 [05:16<02:27, 54.99it/s]
Average Loss = 54.363:  67%|██████▋   | 16868/25000 [05:16<02:27, 54.99it/s]
Average Loss = 54.363:  67%|██████▋   | 16874/25000 [05:16<02:27, 55.03it/s]
Average Loss = 54.363:  68%|██████▊   | 16880/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.334:  68%|██████▊   | 16880/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.334:  68%|██████▊   | 16880/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.334:  68%|██████▊   | 16886/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.274:  68%|██████▊   | 16886/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.274:  68%|██████▊   | 16886/25000 [05:16<02:27, 55.19it/s]
Average Loss = 54.274:  68%|██████▊   | 16892/25000 [05:16<02:27, 55.15it/s]
Average Loss = 54.274:  68%|██████▊   | 16898/25000 [05:17<02:26, 55.23it/s]
Average Loss = 54.248:  68%|██████▊   | 16898/25000 [05:17<02:26, 55.23it/s]
Average Loss = 54.248:  68%|██████▊   | 16898/25000 [05:17<02:26, 55.23it/s]
Average Loss = 54.248:  68%|██████▊   | 16904/25000 [05:17<02:26, 55.24it/s]
Average Loss = 54.248:  68%|██████▊   | 16910/25000 [05:17<02:26, 55.25it/s]
Average Loss = 54.207:  68%|██████▊   | 16910/25000 [05:17<02:26, 55.25it/s]
Average Loss = 54.207:  68%|██████▊   | 16910/25000 [05:17<02:26, 55.25it/s]
Average Loss = 54.207:  68%|██████▊   | 16916/25000 [05:17<02:26, 55.21it/s]
Average Loss = 54.17:  68%|██████▊   | 16916/25000 [05:17<02:26, 55.21it/s] 
Average Loss = 54.17:  68%|██████▊   | 16916/25000 [05:17<02:26, 55.21it/s]
Average Loss = 54.17:  68%|██████▊   | 16922/25000 [05:17<02:26, 55.18it/s]
Average Loss = 54.17:  68%|██████▊   | 16928/25000 [05:17<02:25, 55.32it/s]
Average Loss = 54.132:  68%|██████▊   | 16928/25000 [05:17<02:25, 55.32it/s]
Average Loss = 54.132:  68%|██████▊   | 16928/25000 [05:17<02:25, 55.32it/s]
Average Loss = 54.132:  68%|██████▊   | 16934/25000 [05:17<02:25, 55.29it/s]
Average Loss = 54.132:  68%|██████▊   | 16940/25000 [05:17<02:25, 55.39it/s]
Average Loss = 54.115:  68%|██████▊   | 16940/25000 [05:17<02:25, 55.39it/s]
Average Loss = 54.115:  68%|██████▊   | 16940/25000 [05:17<02:25, 55.39it/s]
Average Loss = 54.115:  68%|██████▊   | 16946/25000 [05:17<02:25, 55.29it/s]
Average Loss = 54.092:  68%|██████▊   | 16946/25000 [05:17<02:25, 55.29it/s]
Average Loss = 54.092:  68%|██████▊   | 16946/25000 [05:17<02:25, 55.29it/s]
Average Loss = 54.092:  68%|██████▊   | 16952/25000 [05:18<02:25, 55.23it/s]
Average Loss = 54.092:  68%|██████▊   | 16958/25000 [05:18<02:25, 55.32it/s]
Average Loss = 54.048:  68%|██████▊   | 16958/25000 [05:18<02:25, 55.32it/s]
Average Loss = 54.048:  68%|██████▊   | 16958/25000 [05:18<02:25, 55.32it/s]
Average Loss = 54.048:  68%|██████▊   | 16964/25000 [05:18<02:25, 55.24it/s]
Average Loss = 54.048:  68%|██████▊   | 16970/25000 [05:18<02:25, 55.33it/s]
Average Loss = 53.99:  68%|██████▊   | 16970/25000 [05:18<02:25, 55.33it/s] 
Average Loss = 53.99:  68%|██████▊   | 16970/25000 [05:18<02:25, 55.33it/s]
Average Loss = 53.99:  68%|██████▊   | 16976/25000 [05:18<02:26, 54.84it/s]
Average Loss = 53.957:  68%|██████▊   | 16976/25000 [05:18<02:26, 54.84it/s]
Average Loss = 53.957:  68%|██████▊   | 16976/25000 [05:18<02:26, 54.84it/s]
Average Loss = 53.957:  68%|██████▊   | 16982/25000 [05:18<02:26, 54.91it/s]
Average Loss = 53.957:  68%|██████▊   | 16988/25000 [05:18<02:25, 55.11it/s]
Average Loss = 53.953:  68%|██████▊   | 16988/25000 [05:18<02:25, 55.11it/s]
Average Loss = 53.953:  68%|██████▊   | 16988/25000 [05:18<02:25, 55.11it/s]
Average Loss = 53.953:  68%|██████▊   | 16994/25000 [05:18<02:25, 55.10it/s]
Average Loss = 53.953:  68%|██████▊   | 17000/25000 [05:18<02:25, 55.17it/s]
Average Loss = 53.937:  68%|██████▊   | 17000/25000 [05:18<02:25, 55.17it/s]
Average Loss = 53.937:  68%|██████▊   | 17000/25000 [05:18<02:25, 55.17it/s]
Average Loss = 53.937:  68%|██████▊   | 17006/25000 [05:18<02:24, 55.24it/s]
Average Loss = 53.889:  68%|██████▊   | 17006/25000 [05:19<02:24, 55.24it/s]
Average Loss = 53.889:  68%|██████▊   | 17006/25000 [05:19<02:24, 55.24it/s]
Average Loss = 53.889:  68%|██████▊   | 17012/25000 [05:19<02:24, 55.23it/s]
Average Loss = 53.889:  68%|██████▊   | 17018/25000 [05:19<02:24, 55.31it/s]
Average Loss = 53.861:  68%|██████▊   | 17018/25000 [05:19<02:24, 55.31it/s]
Average Loss = 53.861:  68%|██████▊   | 17018/25000 [05:19<02:24, 55.31it/s]
Average Loss = 53.861:  68%|██████▊   | 17024/25000 [05:19<02:24, 55.24it/s]
Average Loss = 53.861:  68%|██████▊   | 17030/25000 [05:19<02:24, 55.34it/s]
Average Loss = 53.798:  68%|██████▊   | 17030/25000 [05:19<02:24, 55.34it/s]
Average Loss = 53.798:  68%|██████▊   | 17030/25000 [05:19<02:24, 55.34it/s]
Average Loss = 53.798:  68%|██████▊   | 17036/25000 [05:19<02:23, 55.32it/s]
Average Loss = 53.713:  68%|██████▊   | 17036/25000 [05:19<02:23, 55.32it/s]
Average Loss = 53.713:  68%|██████▊   | 17036/25000 [05:19<02:23, 55.32it/s]
Average Loss = 53.713:  68%|██████▊   | 17042/25000 [05:19<02:24, 55.20it/s]
Average Loss = 53.713:  68%|██████▊   | 17048/25000 [05:19<02:23, 55.25it/s]
Average Loss = 53.685:  68%|██████▊   | 17048/25000 [05:19<02:23, 55.25it/s]
Average Loss = 53.685:  68%|██████▊   | 17048/25000 [05:19<02:23, 55.25it/s]
Average Loss = 53.685:  68%|██████▊   | 17054/25000 [05:19<02:23, 55.20it/s]
Average Loss = 53.685:  68%|██████▊   | 17060/25000 [05:19<02:23, 55.32it/s]
Average Loss = 53.63:  68%|██████▊   | 17060/25000 [05:19<02:23, 55.32it/s] 
Average Loss = 53.63:  68%|██████▊   | 17060/25000 [05:19<02:23, 55.32it/s]
Average Loss = 53.63:  68%|██████▊   | 17066/25000 [05:20<02:23, 55.24it/s]
Average Loss = 53.605:  68%|██████▊   | 17066/25000 [05:20<02:23, 55.24it/s]
Average Loss = 53.605:  68%|██████▊   | 17066/25000 [05:20<02:23, 55.24it/s]
Average Loss = 53.605:  68%|██████▊   | 17072/25000 [05:20<02:37, 50.30it/s]
Average Loss = 53.605:  68%|██████▊   | 17078/25000 [05:20<02:49, 46.74it/s]
Average Loss = 53.599:  68%|██████▊   | 17078/25000 [05:20<02:49, 46.74it/s]
Average Loss = 53.599:  68%|██████▊   | 17078/25000 [05:20<02:49, 46.74it/s]
Average Loss = 53.599:  68%|██████▊   | 17084/25000 [05:20<02:42, 48.66it/s]
Average Loss = 53.599:  68%|██████▊   | 17090/25000 [05:20<02:36, 50.60it/s]
Average Loss = 53.596:  68%|██████▊   | 17090/25000 [05:20<02:36, 50.60it/s]
Average Loss = 53.596:  68%|██████▊   | 17090/25000 [05:20<02:36, 50.60it/s]
Average Loss = 53.596:  68%|██████▊   | 17096/25000 [05:20<02:32, 51.98it/s]
Average Loss = 53.566:  68%|██████▊   | 17096/25000 [05:20<02:32, 51.98it/s]
Average Loss = 53.566:  68%|██████▊   | 17096/25000 [05:20<02:32, 51.98it/s]
Average Loss = 53.566:  68%|██████▊   | 17102/25000 [05:20<02:28, 53.01it/s]
Average Loss = 53.566:  68%|██████▊   | 17108/25000 [05:20<02:26, 53.80it/s]
Average Loss = 53.512:  68%|██████▊   | 17108/25000 [05:20<02:26, 53.80it/s]
Average Loss = 53.512:  68%|██████▊   | 17108/25000 [05:20<02:26, 53.80it/s]
Average Loss = 53.512:  68%|██████▊   | 17114/25000 [05:21<02:25, 54.30it/s]
Average Loss = 53.512:  68%|██████▊   | 17120/25000 [05:21<02:23, 54.75it/s]
Average Loss = 53.423:  68%|██████▊   | 17120/25000 [05:21<02:23, 54.75it/s]
Average Loss = 53.423:  68%|██████▊   | 17120/25000 [05:21<02:23, 54.75it/s]
Average Loss = 53.423:  69%|██████▊   | 17126/25000 [05:21<02:23, 54.89it/s]
Average Loss = 53.42:  69%|██████▊   | 17126/25000 [05:21<02:23, 54.89it/s] 
Average Loss = 53.42:  69%|██████▊   | 17126/25000 [05:21<02:23, 54.89it/s]
Average Loss = 53.42:  69%|██████▊   | 17132/25000 [05:21<02:22, 55.07it/s]
Average Loss = 53.42:  69%|██████▊   | 17138/25000 [05:21<02:22, 55.26it/s]
Average Loss = 53.393:  69%|██████▊   | 17138/25000 [05:21<02:22, 55.26it/s]
Average Loss = 53.393:  69%|██████▊   | 17138/25000 [05:21<02:22, 55.26it/s]
Average Loss = 53.393:  69%|██████▊   | 17144/25000 [05:21<02:22, 55.30it/s]
Average Loss = 53.393:  69%|██████▊   | 17150/25000 [05:21<02:21, 55.42it/s]
Average Loss = 53.392:  69%|██████▊   | 17150/25000 [05:21<02:21, 55.42it/s]
Average Loss = 53.392:  69%|██████▊   | 17150/25000 [05:21<02:21, 55.42it/s]
Average Loss = 53.392:  69%|██████▊   | 17156/25000 [05:21<02:21, 55.41it/s]
Average Loss = 53.408:  69%|██████▊   | 17156/25000 [05:21<02:21, 55.41it/s]
Average Loss = 53.408:  69%|██████▊   | 17156/25000 [05:21<02:21, 55.41it/s]
Average Loss = 53.408:  69%|██████▊   | 17162/25000 [05:21<02:21, 55.37it/s]
Average Loss = 53.408:  69%|██████▊   | 17168/25000 [05:21<02:21, 55.52it/s]
Average Loss = 53.39:  69%|██████▊   | 17168/25000 [05:22<02:21, 55.52it/s] 
Average Loss = 53.39:  69%|██████▊   | 17168/25000 [05:22<02:21, 55.52it/s]
Average Loss = 53.39:  69%|██████▊   | 17174/25000 [05:22<02:20, 55.51it/s]
Average Loss = 53.39:  69%|██████▊   | 17180/25000 [05:22<02:20, 55.58it/s]
Average Loss = 53.387:  69%|██████▊   | 17180/25000 [05:22<02:20, 55.58it/s]
Average Loss = 53.387:  69%|██████▊   | 17180/25000 [05:22<02:20, 55.58it/s]
Average Loss = 53.387:  69%|██████▊   | 17186/25000 [05:22<02:20, 55.53it/s]
Average Loss = 53.366:  69%|██████▊   | 17186/25000 [05:22<02:20, 55.53it/s]
Average Loss = 53.366:  69%|██████▊   | 17186/25000 [05:22<02:20, 55.53it/s]
Average Loss = 53.366:  69%|██████▉   | 17192/25000 [05:22<02:21, 55.06it/s]
Average Loss = 53.366:  69%|██████▉   | 17198/25000 [05:22<02:22, 54.69it/s]
Average Loss = 53.304:  69%|██████▉   | 17198/25000 [05:22<02:22, 54.69it/s]
Average Loss = 53.304:  69%|██████▉   | 17198/25000 [05:22<02:22, 54.69it/s]
Average Loss = 53.304:  69%|██████▉   | 17204/25000 [05:22<02:22, 54.87it/s]
Average Loss = 53.304:  69%|██████▉   | 17210/25000 [05:22<02:21, 55.07it/s]
Average Loss = 53.273:  69%|██████▉   | 17210/25000 [05:22<02:21, 55.07it/s]
Average Loss = 53.273:  69%|██████▉   | 17210/25000 [05:22<02:21, 55.07it/s]
Average Loss = 53.273:  69%|██████▉   | 17216/25000 [05:22<02:21, 55.11it/s]
Average Loss = 53.267:  69%|██████▉   | 17216/25000 [05:22<02:21, 55.11it/s]
Average Loss = 53.267:  69%|██████▉   | 17216/25000 [05:22<02:21, 55.11it/s]
Average Loss = 53.267:  69%|██████▉   | 17222/25000 [05:22<02:21, 55.15it/s]
Average Loss = 53.267:  69%|██████▉   | 17228/25000 [05:23<02:20, 55.38it/s]
Average Loss = 53.252:  69%|██████▉   | 17228/25000 [05:23<02:20, 55.38it/s]
Average Loss = 53.252:  69%|██████▉   | 17228/25000 [05:23<02:20, 55.38it/s]
Average Loss = 53.252:  69%|██████▉   | 17234/25000 [05:23<02:20, 55.33it/s]
Average Loss = 53.252:  69%|██████▉   | 17240/25000 [05:23<02:19, 55.49it/s]
Average Loss = 53.203:  69%|██████▉   | 17240/25000 [05:23<02:19, 55.49it/s]
Average Loss = 53.203:  69%|██████▉   | 17240/25000 [05:23<02:19, 55.49it/s]
Average Loss = 53.203:  69%|██████▉   | 17246/25000 [05:23<02:19, 55.44it/s]
Average Loss = 53.177:  69%|██████▉   | 17246/25000 [05:23<02:19, 55.44it/s]
Average Loss = 53.177:  69%|██████▉   | 17246/25000 [05:23<02:19, 55.44it/s]
Average Loss = 53.177:  69%|██████▉   | 17252/25000 [05:23<02:19, 55.39it/s]
Average Loss = 53.177:  69%|██████▉   | 17258/25000 [05:23<02:19, 55.50it/s]
Average Loss = 53.127:  69%|██████▉   | 17258/25000 [05:23<02:19, 55.50it/s]
Average Loss = 53.127:  69%|██████▉   | 17258/25000 [05:23<02:19, 55.50it/s]
Average Loss = 53.127:  69%|██████▉   | 17264/25000 [05:23<02:19, 55.54it/s]
Average Loss = 53.127:  69%|██████▉   | 17270/25000 [05:23<02:18, 55.63it/s]
Average Loss = 53.088:  69%|██████▉   | 17270/25000 [05:23<02:18, 55.63it/s]
Average Loss = 53.088:  69%|██████▉   | 17270/25000 [05:23<02:18, 55.63it/s]
Average Loss = 53.088:  69%|██████▉   | 17276/25000 [05:23<02:19, 55.55it/s]
Average Loss = 53.085:  69%|██████▉   | 17276/25000 [05:24<02:19, 55.55it/s]
Average Loss = 53.085:  69%|██████▉   | 17276/25000 [05:24<02:19, 55.55it/s]
Average Loss = 53.085:  69%|██████▉   | 17282/25000 [05:24<02:19, 55.51it/s]
Average Loss = 53.085:  69%|██████▉   | 17288/25000 [05:24<02:18, 55.61it/s]
Average Loss = 53.065:  69%|██████▉   | 17288/25000 [05:24<02:18, 55.61it/s]
Average Loss = 53.065:  69%|██████▉   | 17288/25000 [05:24<02:18, 55.61it/s]
Average Loss = 53.065:  69%|██████▉   | 17294/25000 [05:24<02:19, 55.40it/s]
Average Loss = 53.065:  69%|██████▉   | 17300/25000 [05:24<02:22, 54.17it/s]
Average Loss = 53.075:  69%|██████▉   | 17300/25000 [05:24<02:22, 54.17it/s]
Average Loss = 53.075:  69%|██████▉   | 17300/25000 [05:24<02:22, 54.17it/s]
Average Loss = 53.075:  69%|██████▉   | 17306/25000 [05:24<02:21, 54.50it/s]
Average Loss = 53.051:  69%|██████▉   | 17306/25000 [05:24<02:21, 54.50it/s]
Average Loss = 53.051:  69%|██████▉   | 17306/25000 [05:24<02:21, 54.50it/s]
Average Loss = 53.051:  69%|██████▉   | 17312/25000 [05:24<02:20, 54.64it/s]
Average Loss = 53.051:  69%|██████▉   | 17318/25000 [05:24<02:19, 55.05it/s]
Average Loss = 53.013:  69%|██████▉   | 17318/25000 [05:24<02:19, 55.05it/s]
Average Loss = 53.013:  69%|██████▉   | 17318/25000 [05:24<02:19, 55.05it/s]
Average Loss = 53.013:  69%|██████▉   | 17324/25000 [05:24<02:19, 55.03it/s]
Average Loss = 53.013:  69%|██████▉   | 17330/25000 [05:24<02:19, 55.11it/s]
Average Loss = 53.001:  69%|██████▉   | 17330/25000 [05:24<02:19, 55.11it/s]
Average Loss = 53.001:  69%|██████▉   | 17330/25000 [05:24<02:19, 55.11it/s]
Average Loss = 53.001:  69%|██████▉   | 17336/25000 [05:25<02:18, 55.20it/s]
Average Loss = 52.977:  69%|██████▉   | 17336/25000 [05:25<02:18, 55.20it/s]
Average Loss = 52.977:  69%|██████▉   | 17336/25000 [05:25<02:18, 55.20it/s]
Average Loss = 52.977:  69%|██████▉   | 17342/25000 [05:25<02:18, 55.30it/s]
Average Loss = 52.977:  69%|██████▉   | 17348/25000 [05:25<02:17, 55.47it/s]
Average Loss = 52.936:  69%|██████▉   | 17348/25000 [05:25<02:17, 55.47it/s]
Average Loss = 52.936:  69%|██████▉   | 17348/25000 [05:25<02:17, 55.47it/s]
Average Loss = 52.936:  69%|██████▉   | 17354/25000 [05:25<02:18, 55.40it/s]
Average Loss = 52.936:  69%|██████▉   | 17360/25000 [05:25<02:17, 55.54it/s]
Average Loss = 52.901:  69%|██████▉   | 17360/25000 [05:25<02:17, 55.54it/s]
Average Loss = 52.901:  69%|██████▉   | 17360/25000 [05:25<02:17, 55.54it/s]
Average Loss = 52.901:  69%|██████▉   | 17366/25000 [05:25<02:17, 55.46it/s]
Average Loss = 52.882:  69%|██████▉   | 17366/25000 [05:25<02:17, 55.46it/s]
Average Loss = 52.882:  69%|██████▉   | 17366/25000 [05:25<02:17, 55.46it/s]
Average Loss = 52.882:  69%|██████▉   | 17372/25000 [05:25<02:17, 55.47it/s]
Average Loss = 52.882:  70%|██████▉   | 17378/25000 [05:25<02:17, 55.60it/s]
Average Loss = 52.828:  70%|██████▉   | 17378/25000 [05:25<02:17, 55.60it/s]
Average Loss = 52.828:  70%|██████▉   | 17378/25000 [05:25<02:17, 55.60it/s]
Average Loss = 52.828:  70%|██████▉   | 17384/25000 [05:25<02:17, 55.56it/s]
Average Loss = 52.828:  70%|██████▉   | 17390/25000 [05:26<02:16, 55.66it/s]
Average Loss = 52.841:  70%|██████▉   | 17390/25000 [05:26<02:16, 55.66it/s]
Average Loss = 52.841:  70%|██████▉   | 17390/25000 [05:26<02:16, 55.66it/s]
Average Loss = 52.841:  70%|██████▉   | 17396/25000 [05:26<02:18, 54.90it/s]
Average Loss = 52.778:  70%|██████▉   | 17396/25000 [05:26<02:18, 54.90it/s]
Average Loss = 52.778:  70%|██████▉   | 17396/25000 [05:26<02:18, 54.90it/s]
Average Loss = 52.778:  70%|██████▉   | 17402/25000 [05:26<02:18, 54.90it/s]
Average Loss = 52.778:  70%|██████▉   | 17408/25000 [05:26<02:17, 55.14it/s]
Average Loss = 52.773:  70%|██████▉   | 17408/25000 [05:26<02:17, 55.14it/s]
Average Loss = 52.773:  70%|██████▉   | 17408/25000 [05:26<02:17, 55.14it/s]
Average Loss = 52.773:  70%|██████▉   | 17414/25000 [05:26<02:18, 54.86it/s]
Average Loss = 52.773:  70%|██████▉   | 17420/25000 [05:26<02:17, 55.13it/s]
Average Loss = 52.796:  70%|██████▉   | 17420/25000 [05:26<02:17, 55.13it/s]
Average Loss = 52.796:  70%|██████▉   | 17420/25000 [05:26<02:17, 55.13it/s]
Average Loss = 52.796:  70%|██████▉   | 17426/25000 [05:26<02:17, 55.19it/s]
Average Loss = 52.795:  70%|██████▉   | 17426/25000 [05:26<02:17, 55.19it/s]
Average Loss = 52.795:  70%|██████▉   | 17426/25000 [05:26<02:17, 55.19it/s]
Average Loss = 52.795:  70%|██████▉   | 17432/25000 [05:26<02:16, 55.26it/s]
Average Loss = 52.795:  70%|██████▉   | 17438/25000 [05:26<02:16, 55.46it/s]
Average Loss = 52.735:  70%|██████▉   | 17438/25000 [05:26<02:16, 55.46it/s]
Average Loss = 52.735:  70%|██████▉   | 17438/25000 [05:26<02:16, 55.46it/s]
Average Loss = 52.735:  70%|██████▉   | 17444/25000 [05:26<02:16, 55.48it/s]
Average Loss = 52.735:  70%|██████▉   | 17450/25000 [05:27<02:15, 55.58it/s]
Average Loss = 52.714:  70%|██████▉   | 17450/25000 [05:27<02:15, 55.58it/s]
Average Loss = 52.714:  70%|██████▉   | 17450/25000 [05:27<02:15, 55.58it/s]
Average Loss = 52.714:  70%|██████▉   | 17456/25000 [05:27<02:16, 55.43it/s]
Average Loss = 52.699:  70%|██████▉   | 17456/25000 [05:27<02:16, 55.43it/s]
Average Loss = 52.699:  70%|██████▉   | 17456/25000 [05:27<02:16, 55.43it/s]
Average Loss = 52.699:  70%|██████▉   | 17462/25000 [05:27<02:16, 55.30it/s]
Average Loss = 52.699:  70%|██████▉   | 17468/25000 [05:27<02:16, 55.35it/s]
Average Loss = 52.695:  70%|██████▉   | 17468/25000 [05:27<02:16, 55.35it/s]
Average Loss = 52.695:  70%|██████▉   | 17468/25000 [05:27<02:16, 55.35it/s]
Average Loss = 52.695:  70%|██████▉   | 17474/25000 [05:27<02:15, 55.41it/s]
Average Loss = 52.695:  70%|██████▉   | 17480/25000 [05:27<02:15, 55.47it/s]
Average Loss = 52.67:  70%|██████▉   | 17480/25000 [05:27<02:15, 55.47it/s] 
Average Loss = 52.67:  70%|██████▉   | 17480/25000 [05:27<02:15, 55.47it/s]
Average Loss = 52.67:  70%|██████▉   | 17486/25000 [05:27<02:15, 55.41it/s]
Average Loss = 52.661:  70%|██████▉   | 17486/25000 [05:27<02:15, 55.41it/s]
Average Loss = 52.661:  70%|██████▉   | 17486/25000 [05:27<02:15, 55.41it/s]
Average Loss = 52.661:  70%|██████▉   | 17492/25000 [05:27<02:15, 55.40it/s]
Average Loss = 52.661:  70%|██████▉   | 17498/25000 [05:27<02:17, 54.66it/s]
Average Loss = 52.616:  70%|██████▉   | 17498/25000 [05:28<02:17, 54.66it/s]
Average Loss = 52.616:  70%|██████▉   | 17498/25000 [05:28<02:17, 54.66it/s]
Average Loss = 52.616:  70%|███████   | 17504/25000 [05:28<02:16, 54.82it/s]
Average Loss = 52.616:  70%|███████   | 17510/25000 [05:28<02:15, 55.10it/s]
Average Loss = 52.604:  70%|███████   | 17510/25000 [05:28<02:15, 55.10it/s]
Average Loss = 52.604:  70%|███████   | 17510/25000 [05:28<02:15, 55.10it/s]
Average Loss = 52.604:  70%|███████   | 17516/25000 [05:28<02:15, 55.17it/s]
Average Loss = 52.582:  70%|███████   | 17516/25000 [05:28<02:15, 55.17it/s]
Average Loss = 52.582:  70%|███████   | 17516/25000 [05:28<02:15, 55.17it/s]
Average Loss = 52.582:  70%|███████   | 17522/25000 [05:28<02:16, 54.60it/s]
Average Loss = 52.582:  70%|███████   | 17528/25000 [05:28<02:16, 54.92it/s]
Average Loss = 52.571:  70%|███████   | 17528/25000 [05:28<02:16, 54.92it/s]
Average Loss = 52.571:  70%|███████   | 17528/25000 [05:28<02:16, 54.92it/s]
Average Loss = 52.571:  70%|███████   | 17534/25000 [05:28<02:15, 54.94it/s]
Average Loss = 52.571:  70%|███████   | 17540/25000 [05:28<02:15, 55.14it/s]
Average Loss = 52.562:  70%|███████   | 17540/25000 [05:28<02:15, 55.14it/s]
Average Loss = 52.562:  70%|███████   | 17540/25000 [05:28<02:15, 55.14it/s]
Average Loss = 52.562:  70%|███████   | 17546/25000 [05:28<02:14, 55.23it/s]
Average Loss = 52.549:  70%|███████   | 17546/25000 [05:28<02:14, 55.23it/s]
Average Loss = 52.549:  70%|███████   | 17546/25000 [05:28<02:14, 55.23it/s]
Average Loss = 52.549:  70%|███████   | 17552/25000 [05:28<02:14, 55.19it/s]
Average Loss = 52.549:  70%|███████   | 17558/25000 [05:29<02:14, 55.30it/s]
Average Loss = 52.542:  70%|███████   | 17558/25000 [05:29<02:14, 55.30it/s]
Average Loss = 52.542:  70%|███████   | 17558/25000 [05:29<02:14, 55.30it/s]
Average Loss = 52.542:  70%|███████   | 17564/25000 [05:29<02:14, 55.24it/s]
Average Loss = 52.542:  70%|███████   | 17570/25000 [05:29<02:14, 55.41it/s]
Average Loss = 52.54:  70%|███████   | 17570/25000 [05:29<02:14, 55.41it/s] 
Average Loss = 52.54:  70%|███████   | 17570/25000 [05:29<02:14, 55.41it/s]
Average Loss = 52.54:  70%|███████   | 17576/25000 [05:29<02:14, 55.36it/s]
Average Loss = 52.5:  70%|███████   | 17576/25000 [05:29<02:14, 55.36it/s] 
Average Loss = 52.5:  70%|███████   | 17576/25000 [05:29<02:14, 55.36it/s]
Average Loss = 52.5:  70%|███████   | 17582/25000 [05:29<02:14, 55.34it/s]
Average Loss = 52.5:  70%|███████   | 17588/25000 [05:29<02:13, 55.47it/s]
Average Loss = 52.469:  70%|███████   | 17588/25000 [05:29<02:13, 55.47it/s]
Average Loss = 52.469:  70%|███████   | 17588/25000 [05:29<02:13, 55.47it/s]
Average Loss = 52.469:  70%|███████   | 17594/25000 [05:29<02:13, 55.40it/s]
Average Loss = 52.469:  70%|███████   | 17600/25000 [05:29<02:13, 55.45it/s]
Average Loss = 52.425:  70%|███████   | 17600/25000 [05:29<02:13, 55.45it/s]
Average Loss = 52.425:  70%|███████   | 17600/25000 [05:29<02:13, 55.45it/s]
Average Loss = 52.425:  70%|███████   | 17606/25000 [05:29<02:13, 55.40it/s]
Average Loss = 52.446:  70%|███████   | 17606/25000 [05:30<02:13, 55.40it/s]
Average Loss = 52.446:  70%|███████   | 17606/25000 [05:30<02:13, 55.40it/s]
Average Loss = 52.446:  70%|███████   | 17612/25000 [05:30<02:14, 55.12it/s]
Average Loss = 52.446:  70%|███████   | 17618/25000 [05:30<02:13, 55.23it/s]
Average Loss = 52.405:  70%|███████   | 17618/25000 [05:30<02:13, 55.23it/s]
Average Loss = 52.405:  70%|███████   | 17618/25000 [05:30<02:13, 55.23it/s]
Average Loss = 52.405:  70%|███████   | 17624/25000 [05:30<02:13, 55.23it/s]
Average Loss = 52.405:  71%|███████   | 17630/25000 [05:30<02:13, 55.34it/s]
Average Loss = 52.381:  71%|███████   | 17630/25000 [05:30<02:13, 55.34it/s]
Average Loss = 52.381:  71%|███████   | 17630/25000 [05:30<02:13, 55.34it/s]
Average Loss = 52.381:  71%|███████   | 17636/25000 [05:30<02:13, 55.09it/s]
Average Loss = 52.363:  71%|███████   | 17636/25000 [05:30<02:13, 55.09it/s]
Average Loss = 52.363:  71%|███████   | 17636/25000 [05:30<02:13, 55.09it/s]
Average Loss = 52.363:  71%|███████   | 17642/25000 [05:30<02:13, 55.08it/s]
Average Loss = 52.363:  71%|███████   | 17648/25000 [05:30<02:12, 55.29it/s]
Average Loss = 52.351:  71%|███████   | 17648/25000 [05:30<02:12, 55.29it/s]
Average Loss = 52.351:  71%|███████   | 17648/25000 [05:30<02:12, 55.29it/s]
Average Loss = 52.351:  71%|███████   | 17654/25000 [05:30<02:12, 55.31it/s]
Average Loss = 52.351:  71%|███████   | 17660/25000 [05:30<02:12, 55.47it/s]
Average Loss = 52.32:  71%|███████   | 17660/25000 [05:30<02:12, 55.47it/s] 
Average Loss = 52.32:  71%|███████   | 17660/25000 [05:30<02:12, 55.47it/s]
Average Loss = 52.32:  71%|███████   | 17666/25000 [05:31<02:12, 55.27it/s]
Average Loss = 52.294:  71%|███████   | 17666/25000 [05:31<02:12, 55.27it/s]
Average Loss = 52.294:  71%|███████   | 17666/25000 [05:31<02:12, 55.27it/s]
Average Loss = 52.294:  71%|███████   | 17672/25000 [05:31<02:12, 55.26it/s]
Average Loss = 52.294:  71%|███████   | 17678/25000 [05:31<02:12, 55.29it/s]
Average Loss = 52.266:  71%|███████   | 17678/25000 [05:31<02:12, 55.29it/s]
Average Loss = 52.266:  71%|███████   | 17678/25000 [05:31<02:12, 55.29it/s]
Average Loss = 52.266:  71%|███████   | 17684/25000 [05:31<02:12, 55.30it/s]
Average Loss = 52.266:  71%|███████   | 17690/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.254:  71%|███████   | 17690/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.254:  71%|███████   | 17690/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.254:  71%|███████   | 17696/25000 [05:31<02:12, 55.32it/s]
Average Loss = 52.239:  71%|███████   | 17696/25000 [05:31<02:12, 55.32it/s]
Average Loss = 52.239:  71%|███████   | 17696/25000 [05:31<02:12, 55.32it/s]
Average Loss = 52.239:  71%|███████   | 17702/25000 [05:31<02:11, 55.35it/s]
Average Loss = 52.239:  71%|███████   | 17708/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.201:  71%|███████   | 17708/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.201:  71%|███████   | 17708/25000 [05:31<02:11, 55.47it/s]
Average Loss = 52.201:  71%|███████   | 17714/25000 [05:31<02:11, 55.42it/s]
Average Loss = 52.201:  71%|███████   | 17720/25000 [05:31<02:11, 55.51it/s]
Average Loss = 52.208:  71%|███████   | 17720/25000 [05:32<02:11, 55.51it/s]
Average Loss = 52.208:  71%|███████   | 17720/25000 [05:32<02:11, 55.51it/s]
Average Loss = 52.208:  71%|███████   | 17726/25000 [05:32<02:11, 55.39it/s]
Average Loss = 52.201:  71%|███████   | 17726/25000 [05:32<02:11, 55.39it/s]
Average Loss = 52.201:  71%|███████   | 17726/25000 [05:32<02:11, 55.39it/s]
Average Loss = 52.201:  71%|███████   | 17732/25000 [05:32<02:11, 55.35it/s]
Average Loss = 52.201:  71%|███████   | 17738/25000 [05:32<02:10, 55.48it/s]
Average Loss = 52.199:  71%|███████   | 17738/25000 [05:32<02:10, 55.48it/s]
Average Loss = 52.199:  71%|███████   | 17738/25000 [05:32<02:10, 55.48it/s]
Average Loss = 52.199:  71%|███████   | 17744/25000 [05:32<02:11, 55.07it/s]
Average Loss = 52.199:  71%|███████   | 17750/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.168:  71%|███████   | 17750/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.168:  71%|███████   | 17750/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.168:  71%|███████   | 17756/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.132:  71%|███████   | 17756/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.132:  71%|███████   | 17756/25000 [05:32<02:11, 55.30it/s]
Average Loss = 52.132:  71%|███████   | 17762/25000 [05:32<02:10, 55.33it/s]
Average Loss = 52.132:  71%|███████   | 17768/25000 [05:32<02:10, 55.45it/s]
Average Loss = 52.102:  71%|███████   | 17768/25000 [05:32<02:10, 55.45it/s]
Average Loss = 52.102:  71%|███████   | 17768/25000 [05:32<02:10, 55.45it/s]
Average Loss = 52.102:  71%|███████   | 17774/25000 [05:32<02:10, 55.41it/s]
Average Loss = 52.102:  71%|███████   | 17780/25000 [05:33<02:10, 55.48it/s]
Average Loss = 52.142:  71%|███████   | 17780/25000 [05:33<02:10, 55.48it/s]
Average Loss = 52.142:  71%|███████   | 17780/25000 [05:33<02:10, 55.48it/s]
Average Loss = 52.142:  71%|███████   | 17786/25000 [05:33<02:10, 55.38it/s]
Average Loss = 52.127:  71%|███████   | 17786/25000 [05:33<02:10, 55.38it/s]
Average Loss = 52.127:  71%|███████   | 17786/25000 [05:33<02:10, 55.38it/s]
Average Loss = 52.127:  71%|███████   | 17792/25000 [05:33<02:10, 55.40it/s]
Average Loss = 52.127:  71%|███████   | 17798/25000 [05:33<02:09, 55.55it/s]
Average Loss = 52.1:  71%|███████   | 17798/25000 [05:33<02:09, 55.55it/s]  
Average Loss = 52.1:  71%|███████   | 17798/25000 [05:33<02:09, 55.55it/s]
Average Loss = 52.1:  71%|███████   | 17804/25000 [05:33<02:09, 55.45it/s]
Average Loss = 52.1:  71%|███████   | 17810/25000 [05:33<02:09, 55.31it/s]
Average Loss = 52.102:  71%|███████   | 17810/25000 [05:33<02:09, 55.31it/s]
Average Loss = 52.102:  71%|███████   | 17810/25000 [05:33<02:09, 55.31it/s]
Average Loss = 52.102:  71%|███████▏  | 17816/25000 [05:33<02:09, 55.26it/s]
Average Loss = 52.1:  71%|███████▏  | 17816/25000 [05:33<02:09, 55.26it/s]  
Average Loss = 52.1:  71%|███████▏  | 17816/25000 [05:33<02:09, 55.26it/s]
Average Loss = 52.1:  71%|███████▏  | 17822/25000 [05:33<02:09, 55.25it/s]
Average Loss = 52.1:  71%|███████▏  | 17828/25000 [05:33<02:09, 55.42it/s]
Average Loss = 52.102:  71%|███████▏  | 17828/25000 [05:33<02:09, 55.42it/s]
Average Loss = 52.102:  71%|███████▏  | 17828/25000 [05:33<02:09, 55.42it/s]
Average Loss = 52.102:  71%|███████▏  | 17834/25000 [05:34<02:09, 55.42it/s]
Average Loss = 52.102:  71%|███████▏  | 17840/25000 [05:34<02:08, 55.55it/s]
Average Loss = 52.06:  71%|███████▏  | 17840/25000 [05:34<02:08, 55.55it/s] 
Average Loss = 52.06:  71%|███████▏  | 17840/25000 [05:34<02:08, 55.55it/s]
Average Loss = 52.06:  71%|███████▏  | 17846/25000 [05:34<02:09, 55.36it/s]
Average Loss = 52.077:  71%|███████▏  | 17846/25000 [05:34<02:09, 55.36it/s]
Average Loss = 52.077:  71%|███████▏  | 17846/25000 [05:34<02:09, 55.36it/s]
Average Loss = 52.077:  71%|███████▏  | 17852/25000 [05:34<02:10, 54.79it/s]
Average Loss = 52.077:  71%|███████▏  | 17858/25000 [05:34<02:09, 55.06it/s]
Average Loss = 52.082:  71%|███████▏  | 17858/25000 [05:34<02:09, 55.06it/s]
Average Loss = 52.082:  71%|███████▏  | 17858/25000 [05:34<02:09, 55.06it/s]
Average Loss = 52.082:  71%|███████▏  | 17864/25000 [05:34<02:09, 55.12it/s]
Average Loss = 52.082:  71%|███████▏  | 17870/25000 [05:34<02:08, 55.29it/s]
Average Loss = 52.065:  71%|███████▏  | 17870/25000 [05:34<02:08, 55.29it/s]
Average Loss = 52.065:  71%|███████▏  | 17870/25000 [05:34<02:08, 55.29it/s]
Average Loss = 52.065:  72%|███████▏  | 17876/25000 [05:34<02:08, 55.30it/s]
Average Loss = 52.039:  72%|███████▏  | 17876/25000 [05:34<02:08, 55.30it/s]
Average Loss = 52.039:  72%|███████▏  | 17876/25000 [05:34<02:08, 55.30it/s]
Average Loss = 52.039:  72%|███████▏  | 17882/25000 [05:34<02:08, 55.27it/s]
Average Loss = 52.039:  72%|███████▏  | 17888/25000 [05:35<02:08, 55.42it/s]
Average Loss = 52.046:  72%|███████▏  | 17888/25000 [05:35<02:08, 55.42it/s]
Average Loss = 52.046:  72%|███████▏  | 17888/25000 [05:35<02:08, 55.42it/s]
Average Loss = 52.046:  72%|███████▏  | 17894/25000 [05:35<02:08, 55.43it/s]
Average Loss = 52.046:  72%|███████▏  | 17900/25000 [05:35<02:07, 55.53it/s]
Average Loss = 52.021:  72%|███████▏  | 17900/25000 [05:35<02:07, 55.53it/s]
Average Loss = 52.021:  72%|███████▏  | 17900/25000 [05:35<02:07, 55.53it/s]
Average Loss = 52.021:  72%|███████▏  | 17906/25000 [05:35<02:07, 55.50it/s]
Average Loss = 52.009:  72%|███████▏  | 17906/25000 [05:35<02:07, 55.50it/s]
Average Loss = 52.009:  72%|███████▏  | 17906/25000 [05:35<02:07, 55.50it/s]
Average Loss = 52.009:  72%|███████▏  | 17912/25000 [05:35<02:07, 55.43it/s]
Average Loss = 52.009:  72%|███████▏  | 17918/25000 [05:35<02:07, 55.42it/s]
Average Loss = 52.006:  72%|███████▏  | 17918/25000 [05:35<02:07, 55.42it/s]
Average Loss = 52.006:  72%|███████▏  | 17918/25000 [05:35<02:07, 55.42it/s]
Average Loss = 52.006:  72%|███████▏  | 17924/25000 [05:35<02:07, 55.37it/s]
Average Loss = 52.006:  72%|███████▏  | 17930/25000 [05:35<02:07, 55.43it/s]
Average Loss = 51.999:  72%|███████▏  | 17930/25000 [05:35<02:07, 55.43it/s]
Average Loss = 51.999:  72%|███████▏  | 17930/25000 [05:35<02:07, 55.43it/s]
Average Loss = 51.999:  72%|███████▏  | 17936/25000 [05:35<02:07, 55.36it/s]
Average Loss = 51.981:  72%|███████▏  | 17936/25000 [05:35<02:07, 55.36it/s]
Average Loss = 51.981:  72%|███████▏  | 17936/25000 [05:35<02:07, 55.36it/s]
Average Loss = 51.981:  72%|███████▏  | 17942/25000 [05:35<02:07, 55.18it/s]
Average Loss = 51.981:  72%|███████▏  | 17948/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.966:  72%|███████▏  | 17948/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.966:  72%|███████▏  | 17948/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.966:  72%|███████▏  | 17954/25000 [05:36<02:07, 55.29it/s]
Average Loss = 51.966:  72%|███████▏  | 17960/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.948:  72%|███████▏  | 17960/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.948:  72%|███████▏  | 17960/25000 [05:36<02:07, 55.38it/s]
Average Loss = 51.948:  72%|███████▏  | 17966/25000 [05:36<02:07, 55.02it/s]
Average Loss = 51.934:  72%|███████▏  | 17966/25000 [05:36<02:07, 55.02it/s]
Average Loss = 51.934:  72%|███████▏  | 17966/25000 [05:36<02:07, 55.02it/s]
Average Loss = 51.934:  72%|███████▏  | 17972/25000 [05:36<02:07, 55.07it/s]
Average Loss = 51.934:  72%|███████▏  | 17978/25000 [05:36<02:06, 55.30it/s]
Average Loss = 51.9:  72%|███████▏  | 17978/25000 [05:36<02:06, 55.30it/s]  
Average Loss = 51.9:  72%|███████▏  | 17978/25000 [05:36<02:06, 55.30it/s]
Average Loss = 51.9:  72%|███████▏  | 17984/25000 [05:36<02:06, 55.38it/s]
Average Loss = 51.9:  72%|███████▏  | 17990/25000 [05:36<02:06, 55.50it/s]
Average Loss = 51.865:  72%|███████▏  | 17990/25000 [05:36<02:06, 55.50it/s]
Average Loss = 51.865:  72%|███████▏  | 17990/25000 [05:36<02:06, 55.50it/s]
Average Loss = 51.865:  72%|███████▏  | 17996/25000 [05:36<02:06, 55.46it/s]
Average Loss = 51.848:  72%|███████▏  | 17996/25000 [05:37<02:06, 55.46it/s]
Average Loss = 51.848:  72%|███████▏  | 17996/25000 [05:37<02:06, 55.46it/s]
Average Loss = 51.848:  72%|███████▏  | 18002/25000 [05:37<02:06, 55.43it/s]
Average Loss = 51.848:  72%|███████▏  | 18008/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.825:  72%|███████▏  | 18008/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.825:  72%|███████▏  | 18008/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.825:  72%|███████▏  | 18014/25000 [05:37<02:05, 55.50it/s]
Average Loss = 51.825:  72%|███████▏  | 18020/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.85:  72%|███████▏  | 18020/25000 [05:37<02:05, 55.59it/s] 
Average Loss = 51.85:  72%|███████▏  | 18020/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.85:  72%|███████▏  | 18026/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.836:  72%|███████▏  | 18026/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.836:  72%|███████▏  | 18026/25000 [05:37<02:05, 55.59it/s]
Average Loss = 51.836:  72%|███████▏  | 18032/25000 [05:37<02:05, 55.57it/s]
Average Loss = 51.836:  72%|███████▏  | 18038/25000 [05:37<02:05, 55.68it/s]
Average Loss = 51.819:  72%|███████▏  | 18038/25000 [05:37<02:05, 55.68it/s]
Average Loss = 51.819:  72%|███████▏  | 18038/25000 [05:37<02:05, 55.68it/s]
Average Loss = 51.819:  72%|███████▏  | 18044/25000 [05:37<02:05, 55.60it/s]
Average Loss = 51.819:  72%|███████▏  | 18050/25000 [05:37<02:04, 55.65it/s]
Average Loss = 51.831:  72%|███████▏  | 18050/25000 [05:37<02:04, 55.65it/s]
Average Loss = 51.831:  72%|███████▏  | 18050/25000 [05:37<02:04, 55.65it/s]
Average Loss = 51.831:  72%|███████▏  | 18056/25000 [05:38<02:04, 55.55it/s]
Average Loss = 51.829:  72%|███████▏  | 18056/25000 [05:38<02:04, 55.55it/s]
Average Loss = 51.829:  72%|███████▏  | 18056/25000 [05:38<02:04, 55.55it/s]
Average Loss = 51.829:  72%|███████▏  | 18062/25000 [05:38<02:05, 55.44it/s]
Average Loss = 51.829:  72%|███████▏  | 18068/25000 [05:38<02:05, 55.46it/s]
Average Loss = 51.837:  72%|███████▏  | 18068/25000 [05:38<02:05, 55.46it/s]
Average Loss = 51.837:  72%|███████▏  | 18068/25000 [05:38<02:05, 55.46it/s]
Average Loss = 51.837:  72%|███████▏  | 18074/25000 [05:38<02:05, 55.17it/s]
Average Loss = 51.837:  72%|███████▏  | 18080/25000 [05:38<02:05, 55.30it/s]
Average Loss = 51.819:  72%|███████▏  | 18080/25000 [05:38<02:05, 55.30it/s]
Average Loss = 51.819:  72%|███████▏  | 18080/25000 [05:38<02:05, 55.30it/s]
Average Loss = 51.819:  72%|███████▏  | 18086/25000 [05:38<02:04, 55.36it/s]
Average Loss = 51.779:  72%|███████▏  | 18086/25000 [05:38<02:04, 55.36it/s]
Average Loss = 51.779:  72%|███████▏  | 18086/25000 [05:38<02:04, 55.36it/s]
Average Loss = 51.779:  72%|███████▏  | 18092/25000 [05:38<02:04, 55.34it/s]
Average Loss = 51.779:  72%|███████▏  | 18098/25000 [05:38<02:04, 55.40it/s]
Average Loss = 51.78:  72%|███████▏  | 18098/25000 [05:38<02:04, 55.40it/s] 
Average Loss = 51.78:  72%|███████▏  | 18098/25000 [05:38<02:04, 55.40it/s]
Average Loss = 51.78:  72%|███████▏  | 18104/25000 [05:38<02:04, 55.43it/s]
Average Loss = 51.78:  72%|███████▏  | 18110/25000 [05:39<02:04, 55.49it/s]
Average Loss = 51.771:  72%|███████▏  | 18110/25000 [05:39<02:04, 55.49it/s]
Average Loss = 51.771:  72%|███████▏  | 18110/25000 [05:39<02:04, 55.49it/s]
Average Loss = 51.771:  72%|███████▏  | 18116/25000 [05:39<02:04, 55.37it/s]
Average Loss = 51.77:  72%|███████▏  | 18116/25000 [05:39<02:04, 55.37it/s] 
Average Loss = 51.77:  72%|███████▏  | 18116/25000 [05:39<02:04, 55.37it/s]
Average Loss = 51.77:  72%|███████▏  | 18122/25000 [05:39<02:04, 55.37it/s]
Average Loss = 51.77:  73%|███████▎  | 18128/25000 [05:39<02:04, 55.41it/s]
Average Loss = 51.746:  73%|███████▎  | 18128/25000 [05:39<02:04, 55.41it/s]
Average Loss = 51.746:  73%|███████▎  | 18128/25000 [05:39<02:04, 55.41it/s]
Average Loss = 51.746:  73%|███████▎  | 18134/25000 [05:39<02:03, 55.42it/s]
Average Loss = 51.746:  73%|███████▎  | 18140/25000 [05:39<02:03, 55.48it/s]
Average Loss = 51.714:  73%|███████▎  | 18140/25000 [05:39<02:03, 55.48it/s]
Average Loss = 51.714:  73%|███████▎  | 18140/25000 [05:39<02:03, 55.48it/s]
Average Loss = 51.714:  73%|███████▎  | 18146/25000 [05:39<02:03, 55.46it/s]
Average Loss = 51.691:  73%|███████▎  | 18146/25000 [05:39<02:03, 55.46it/s]
Average Loss = 51.691:  73%|███████▎  | 18146/25000 [05:39<02:03, 55.46it/s]
Average Loss = 51.691:  73%|███████▎  | 18152/25000 [05:39<02:03, 55.49it/s]
Average Loss = 51.691:  73%|███████▎  | 18158/25000 [05:39<02:03, 55.57it/s]
Average Loss = 51.666:  73%|███████▎  | 18158/25000 [05:39<02:03, 55.57it/s]
Average Loss = 51.666:  73%|███████▎  | 18158/25000 [05:39<02:03, 55.57it/s]
Average Loss = 51.666:  73%|███████▎  | 18164/25000 [05:40<02:03, 55.44it/s]
Average Loss = 51.666:  73%|███████▎  | 18170/25000 [05:40<02:02, 55.54it/s]
Average Loss = 51.631:  73%|███████▎  | 18170/25000 [05:40<02:02, 55.54it/s]
Average Loss = 51.631:  73%|███████▎  | 18170/25000 [05:40<02:02, 55.54it/s]
Average Loss = 51.631:  73%|███████▎  | 18176/25000 [05:40<02:03, 55.41it/s]
Average Loss = 51.589:  73%|███████▎  | 18176/25000 [05:40<02:03, 55.41it/s]
Average Loss = 51.589:  73%|███████▎  | 18176/25000 [05:40<02:03, 55.41it/s]
Average Loss = 51.589:  73%|███████▎  | 18182/25000 [05:40<02:03, 55.39it/s]
Average Loss = 51.589:  73%|███████▎  | 18188/25000 [05:40<02:04, 54.91it/s]
Average Loss = 51.58:  73%|███████▎  | 18188/25000 [05:40<02:04, 54.91it/s] 
Average Loss = 51.58:  73%|███████▎  | 18188/25000 [05:40<02:04, 54.91it/s]
Average Loss = 51.58:  73%|███████▎  | 18194/25000 [05:40<02:03, 54.98it/s]
Average Loss = 51.58:  73%|███████▎  | 18200/25000 [05:40<02:03, 55.16it/s]
Average Loss = 51.572:  73%|███████▎  | 18200/25000 [05:40<02:03, 55.16it/s]
Average Loss = 51.572:  73%|███████▎  | 18200/25000 [05:40<02:03, 55.16it/s]
Average Loss = 51.572:  73%|███████▎  | 18206/25000 [05:40<02:03, 55.17it/s]
Average Loss = 51.536:  73%|███████▎  | 18206/25000 [05:40<02:03, 55.17it/s]
Average Loss = 51.536:  73%|███████▎  | 18206/25000 [05:40<02:03, 55.17it/s]
Average Loss = 51.536:  73%|███████▎  | 18212/25000 [05:40<02:02, 55.24it/s]
Average Loss = 51.536:  73%|███████▎  | 18218/25000 [05:40<02:02, 55.35it/s]
Average Loss = 51.519:  73%|███████▎  | 18218/25000 [05:41<02:02, 55.35it/s]
Average Loss = 51.519:  73%|███████▎  | 18218/25000 [05:41<02:02, 55.35it/s]
Average Loss = 51.519:  73%|███████▎  | 18224/25000 [05:41<02:02, 55.34it/s]
Average Loss = 51.519:  73%|███████▎  | 18230/25000 [05:41<02:02, 55.47it/s]
Average Loss = 51.504:  73%|███████▎  | 18230/25000 [05:41<02:02, 55.47it/s]
Average Loss = 51.504:  73%|███████▎  | 18230/25000 [05:41<02:02, 55.47it/s]
Average Loss = 51.504:  73%|███████▎  | 18236/25000 [05:41<02:02, 55.39it/s]
Average Loss = 51.498:  73%|███████▎  | 18236/25000 [05:41<02:02, 55.39it/s]
Average Loss = 51.498:  73%|███████▎  | 18236/25000 [05:41<02:02, 55.39it/s]
Average Loss = 51.498:  73%|███████▎  | 18242/25000 [05:41<02:02, 55.24it/s]
Average Loss = 51.498:  73%|███████▎  | 18248/25000 [05:41<02:01, 55.40it/s]
Average Loss = 51.457:  73%|███████▎  | 18248/25000 [05:41<02:01, 55.40it/s]
Average Loss = 51.457:  73%|███████▎  | 18248/25000 [05:41<02:01, 55.40it/s]
Average Loss = 51.457:  73%|███████▎  | 18254/25000 [05:41<02:01, 55.39it/s]
Average Loss = 51.457:  73%|███████▎  | 18260/25000 [05:41<02:01, 55.53it/s]
Average Loss = 51.464:  73%|███████▎  | 18260/25000 [05:41<02:01, 55.53it/s]
Average Loss = 51.464:  73%|███████▎  | 18260/25000 [05:41<02:01, 55.53it/s]
Average Loss = 51.464:  73%|███████▎  | 18266/25000 [05:41<02:01, 55.45it/s]
Average Loss = 51.466:  73%|███████▎  | 18266/25000 [05:41<02:01, 55.45it/s]
Average Loss = 51.466:  73%|███████▎  | 18266/25000 [05:41<02:01, 55.45it/s]
Average Loss = 51.466:  73%|███████▎  | 18272/25000 [05:41<02:01, 55.30it/s]
Average Loss = 51.466:  73%|███████▎  | 18278/25000 [05:42<02:01, 55.37it/s]
Average Loss = 51.461:  73%|███████▎  | 18278/25000 [05:42<02:01, 55.37it/s]
Average Loss = 51.461:  73%|███████▎  | 18278/25000 [05:42<02:01, 55.37it/s]
Average Loss = 51.461:  73%|███████▎  | 18284/25000 [05:42<02:01, 55.25it/s]
Average Loss = 51.461:  73%|███████▎  | 18290/25000 [05:42<02:01, 55.35it/s]
Average Loss = 51.42:  73%|███████▎  | 18290/25000 [05:42<02:01, 55.35it/s] 
Average Loss = 51.42:  73%|███████▎  | 18290/25000 [05:42<02:01, 55.35it/s]
Average Loss = 51.42:  73%|███████▎  | 18296/25000 [05:42<02:02, 54.93it/s]
Average Loss = 51.395:  73%|███████▎  | 18296/25000 [05:42<02:02, 54.93it/s]
Average Loss = 51.395:  73%|███████▎  | 18296/25000 [05:42<02:02, 54.93it/s]
Average Loss = 51.395:  73%|███████▎  | 18302/25000 [05:42<02:01, 55.06it/s]
Average Loss = 51.395:  73%|███████▎  | 18308/25000 [05:42<02:01, 55.17it/s]
Average Loss = 51.377:  73%|███████▎  | 18308/25000 [05:42<02:01, 55.17it/s]
Average Loss = 51.377:  73%|███████▎  | 18308/25000 [05:42<02:01, 55.17it/s]
Average Loss = 51.377:  73%|███████▎  | 18314/25000 [05:42<02:01, 55.18it/s]
Average Loss = 51.377:  73%|███████▎  | 18320/25000 [05:42<02:00, 55.22it/s]
Average Loss = 51.352:  73%|███████▎  | 18320/25000 [05:42<02:00, 55.22it/s]
Average Loss = 51.352:  73%|███████▎  | 18320/25000 [05:42<02:00, 55.22it/s]
Average Loss = 51.352:  73%|███████▎  | 18326/25000 [05:42<02:00, 55.20it/s]
Average Loss = 51.35:  73%|███████▎  | 18326/25000 [05:43<02:00, 55.20it/s] 
Average Loss = 51.35:  73%|███████▎  | 18326/25000 [05:43<02:00, 55.20it/s]
Average Loss = 51.35:  73%|███████▎  | 18332/25000 [05:43<02:00, 55.21it/s]
Average Loss = 51.35:  73%|███████▎  | 18338/25000 [05:43<02:00, 55.38it/s]
Average Loss = 51.348:  73%|███████▎  | 18338/25000 [05:43<02:00, 55.38it/s]
Average Loss = 51.348:  73%|███████▎  | 18338/25000 [05:43<02:00, 55.38it/s]
Average Loss = 51.348:  73%|███████▎  | 18344/25000 [05:43<02:00, 55.37it/s]
Average Loss = 51.348:  73%|███████▎  | 18350/25000 [05:43<01:59, 55.48it/s]
Average Loss = 51.326:  73%|███████▎  | 18350/25000 [05:43<01:59, 55.48it/s]
Average Loss = 51.326:  73%|███████▎  | 18350/25000 [05:43<01:59, 55.48it/s]
Average Loss = 51.326:  73%|███████▎  | 18356/25000 [05:43<01:59, 55.37it/s]
Average Loss = 51.3:  73%|███████▎  | 18356/25000 [05:43<01:59, 55.37it/s]  
Average Loss = 51.3:  73%|███████▎  | 18356/25000 [05:43<01:59, 55.37it/s]
Average Loss = 51.3:  73%|███████▎  | 18362/25000 [05:43<01:59, 55.33it/s]
Average Loss = 51.3:  73%|███████▎  | 18368/25000 [05:43<01:59, 55.49it/s]
Average Loss = 51.279:  73%|███████▎  | 18368/25000 [05:43<01:59, 55.49it/s]
Average Loss = 51.279:  73%|███████▎  | 18368/25000 [05:43<01:59, 55.49it/s]
Average Loss = 51.279:  73%|███████▎  | 18374/25000 [05:43<01:59, 55.49it/s]
Average Loss = 51.279:  74%|███████▎  | 18380/25000 [05:43<01:59, 55.60it/s]
Average Loss = 51.254:  74%|███████▎  | 18380/25000 [05:43<01:59, 55.60it/s]
Average Loss = 51.254:  74%|███████▎  | 18380/25000 [05:43<01:59, 55.60it/s]
Average Loss = 51.254:  74%|███████▎  | 18386/25000 [05:44<01:59, 55.52it/s]
Average Loss = 51.193:  74%|███████▎  | 18386/25000 [05:44<01:59, 55.52it/s]
Average Loss = 51.193:  74%|███████▎  | 18386/25000 [05:44<01:59, 55.52it/s]
Average Loss = 51.193:  74%|███████▎  | 18392/25000 [05:44<01:59, 55.39it/s]
Average Loss = 51.193:  74%|███████▎  | 18398/25000 [05:44<01:59, 55.45it/s]
Average Loss = 51.195:  74%|███████▎  | 18398/25000 [05:44<01:59, 55.45it/s]
Average Loss = 51.195:  74%|███████▎  | 18398/25000 [05:44<01:59, 55.45it/s]
Average Loss = 51.195:  74%|███████▎  | 18404/25000 [05:44<01:59, 55.27it/s]
Average Loss = 51.195:  74%|███████▎  | 18410/25000 [05:44<01:59, 55.05it/s]
Average Loss = 51.17:  74%|███████▎  | 18410/25000 [05:44<01:59, 55.05it/s] 
Average Loss = 51.17:  74%|███████▎  | 18410/25000 [05:44<01:59, 55.05it/s]
Average Loss = 51.17:  74%|███████▎  | 18416/25000 [05:44<01:59, 55.23it/s]
Average Loss = 51.148:  74%|███████▎  | 18416/25000 [05:44<01:59, 55.23it/s]
Average Loss = 51.148:  74%|███████▎  | 18416/25000 [05:44<01:59, 55.23it/s]
Average Loss = 51.148:  74%|███████▎  | 18422/25000 [05:44<01:59, 55.23it/s]
Average Loss = 51.148:  74%|███████▎  | 18428/25000 [05:44<01:58, 55.43it/s]
Average Loss = 51.104:  74%|███████▎  | 18428/25000 [05:44<01:58, 55.43it/s]
Average Loss = 51.104:  74%|███████▎  | 18428/25000 [05:44<01:58, 55.43it/s]
Average Loss = 51.104:  74%|███████▎  | 18434/25000 [05:44<01:58, 55.45it/s]
Average Loss = 51.104:  74%|███████▍  | 18440/25000 [05:44<01:58, 55.56it/s]
Average Loss = 51.091:  74%|███████▍  | 18440/25000 [05:45<01:58, 55.56it/s]
Average Loss = 51.091:  74%|███████▍  | 18440/25000 [05:45<01:58, 55.56it/s]
Average Loss = 51.091:  74%|███████▍  | 18446/25000 [05:45<01:58, 55.50it/s]
Average Loss = 51.08:  74%|███████▍  | 18446/25000 [05:45<01:58, 55.50it/s] 
Average Loss = 51.08:  74%|███████▍  | 18446/25000 [05:45<01:58, 55.50it/s]
Average Loss = 51.08:  74%|███████▍  | 18452/25000 [05:45<01:58, 55.42it/s]
Average Loss = 51.08:  74%|███████▍  | 18458/25000 [05:45<01:58, 55.39it/s]
Average Loss = 51.051:  74%|███████▍  | 18458/25000 [05:45<01:58, 55.39it/s]
Average Loss = 51.051:  74%|███████▍  | 18458/25000 [05:45<01:58, 55.39it/s]
Average Loss = 51.051:  74%|███████▍  | 18464/25000 [05:45<01:58, 55.39it/s]
Average Loss = 51.051:  74%|███████▍  | 18470/25000 [05:45<01:57, 55.47it/s]
Average Loss = 51.027:  74%|███████▍  | 18470/25000 [05:45<01:57, 55.47it/s]
Average Loss = 51.027:  74%|███████▍  | 18470/25000 [05:45<01:57, 55.47it/s]
Average Loss = 51.027:  74%|███████▍  | 18476/25000 [05:45<01:57, 55.39it/s]
Average Loss = 51.012:  74%|███████▍  | 18476/25000 [05:45<01:57, 55.39it/s]
Average Loss = 51.012:  74%|███████▍  | 18476/25000 [05:45<01:57, 55.39it/s]
Average Loss = 51.012:  74%|███████▍  | 18482/25000 [05:45<01:57, 55.39it/s]
Average Loss = 51.012:  74%|███████▍  | 18488/25000 [05:45<01:57, 55.49it/s]
Average Loss = 51.022:  74%|███████▍  | 18488/25000 [05:45<01:57, 55.49it/s]
Average Loss = 51.022:  74%|███████▍  | 18488/25000 [05:45<01:57, 55.49it/s]
Average Loss = 51.022:  74%|███████▍  | 18494/25000 [05:45<01:57, 55.48it/s]
Average Loss = 51.022:  74%|███████▍  | 18500/25000 [05:46<01:56, 55.56it/s]
Average Loss = 51.009:  74%|███████▍  | 18500/25000 [05:46<01:56, 55.56it/s]
Average Loss = 51.009:  74%|███████▍  | 18500/25000 [05:46<01:56, 55.56it/s]
Average Loss = 51.009:  74%|███████▍  | 18506/25000 [05:46<01:57, 55.50it/s]
Average Loss = 50.988:  74%|███████▍  | 18506/25000 [05:46<01:57, 55.50it/s]
Average Loss = 50.988:  74%|███████▍  | 18506/25000 [05:46<01:57, 55.50it/s]
Average Loss = 50.988:  74%|███████▍  | 18512/25000 [05:46<01:57, 55.44it/s]
Average Loss = 50.988:  74%|███████▍  | 18518/25000 [05:46<01:57, 55.25it/s]
Average Loss = 50.961:  74%|███████▍  | 18518/25000 [05:46<01:57, 55.25it/s]
Average Loss = 50.961:  74%|███████▍  | 18518/25000 [05:46<01:57, 55.25it/s]
Average Loss = 50.961:  74%|███████▍  | 18524/25000 [05:46<01:57, 55.33it/s]
Average Loss = 50.961:  74%|███████▍  | 18530/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.976:  74%|███████▍  | 18530/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.976:  74%|███████▍  | 18530/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.976:  74%|███████▍  | 18536/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.961:  74%|███████▍  | 18536/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.961:  74%|███████▍  | 18536/25000 [05:46<01:56, 55.55it/s]
Average Loss = 50.961:  74%|███████▍  | 18542/25000 [05:46<01:57, 54.96it/s]
Average Loss = 50.961:  74%|███████▍  | 18548/25000 [05:46<01:56, 55.24it/s]
Average Loss = 50.958:  74%|███████▍  | 18548/25000 [05:46<01:56, 55.24it/s]
Average Loss = 50.958:  74%|███████▍  | 18548/25000 [05:46<01:56, 55.24it/s]
Average Loss = 50.958:  74%|███████▍  | 18554/25000 [05:47<01:56, 55.34it/s]
Average Loss = 50.958:  74%|███████▍  | 18560/25000 [05:47<01:56, 55.49it/s]
Average Loss = 50.943:  74%|███████▍  | 18560/25000 [05:47<01:56, 55.49it/s]
Average Loss = 50.943:  74%|███████▍  | 18560/25000 [05:47<01:56, 55.49it/s]
Average Loss = 50.943:  74%|███████▍  | 18566/25000 [05:47<01:55, 55.49it/s]
Average Loss = 50.915:  74%|███████▍  | 18566/25000 [05:47<01:55, 55.49it/s]
Average Loss = 50.915:  74%|███████▍  | 18566/25000 [05:47<01:55, 55.49it/s]
Average Loss = 50.915:  74%|███████▍  | 18572/25000 [05:47<01:55, 55.47it/s]
Average Loss = 50.915:  74%|███████▍  | 18578/25000 [05:47<01:55, 55.52it/s]
Average Loss = 50.894:  74%|███████▍  | 18578/25000 [05:47<01:55, 55.52it/s]
Average Loss = 50.894:  74%|███████▍  | 18578/25000 [05:47<01:55, 55.52it/s]
Average Loss = 50.894:  74%|███████▍  | 18584/25000 [05:47<01:55, 55.53it/s]
Average Loss = 50.894:  74%|███████▍  | 18590/25000 [05:47<01:55, 55.63it/s]
Average Loss = 50.889:  74%|███████▍  | 18590/25000 [05:47<01:55, 55.63it/s]
Average Loss = 50.889:  74%|███████▍  | 18590/25000 [05:47<01:55, 55.63it/s]
Average Loss = 50.889:  74%|███████▍  | 18596/25000 [05:47<01:55, 55.59it/s]
Average Loss = 50.883:  74%|███████▍  | 18596/25000 [05:47<01:55, 55.59it/s]
Average Loss = 50.883:  74%|███████▍  | 18596/25000 [05:47<01:55, 55.59it/s]
Average Loss = 50.883:  74%|███████▍  | 18602/25000 [05:47<01:55, 55.50it/s]
Average Loss = 50.883:  74%|███████▍  | 18608/25000 [05:48<01:55, 55.58it/s]
Average Loss = 50.843:  74%|███████▍  | 18608/25000 [05:48<01:55, 55.58it/s]
Average Loss = 50.843:  74%|███████▍  | 18608/25000 [05:48<01:55, 55.58it/s]
Average Loss = 50.843:  74%|███████▍  | 18614/25000 [05:48<01:54, 55.53it/s]
Average Loss = 50.843:  74%|███████▍  | 18620/25000 [05:48<01:54, 55.49it/s]
Average Loss = 50.827:  74%|███████▍  | 18620/25000 [05:48<01:54, 55.49it/s]
Average Loss = 50.827:  74%|███████▍  | 18620/25000 [05:48<01:54, 55.49it/s]
Average Loss = 50.827:  75%|███████▍  | 18626/25000 [05:48<01:55, 55.34it/s]
Average Loss = 50.836:  75%|███████▍  | 18626/25000 [05:48<01:55, 55.34it/s]
Average Loss = 50.836:  75%|███████▍  | 18626/25000 [05:48<01:55, 55.34it/s]
Average Loss = 50.836:  75%|███████▍  | 18632/25000 [05:48<01:56, 54.82it/s]
Average Loss = 50.836:  75%|███████▍  | 18638/25000 [05:48<01:55, 55.13it/s]
Average Loss = 50.816:  75%|███████▍  | 18638/25000 [05:48<01:55, 55.13it/s]
Average Loss = 50.816:  75%|███████▍  | 18638/25000 [05:48<01:55, 55.13it/s]
Average Loss = 50.816:  75%|███████▍  | 18644/25000 [05:48<01:55, 55.20it/s]
Average Loss = 50.816:  75%|███████▍  | 18650/25000 [05:48<01:54, 55.42it/s]
Average Loss = 50.829:  75%|███████▍  | 18650/25000 [05:48<01:54, 55.42it/s]
Average Loss = 50.829:  75%|███████▍  | 18650/25000 [05:48<01:54, 55.42it/s]
Average Loss = 50.829:  75%|███████▍  | 18656/25000 [05:48<01:54, 55.38it/s]
Average Loss = 50.827:  75%|███████▍  | 18656/25000 [05:48<01:54, 55.38it/s]
Average Loss = 50.827:  75%|███████▍  | 18656/25000 [05:48<01:54, 55.38it/s]
Average Loss = 50.827:  75%|███████▍  | 18662/25000 [05:48<01:54, 55.36it/s]
Average Loss = 50.827:  75%|███████▍  | 18668/25000 [05:49<01:54, 55.45it/s]
Average Loss = 50.8:  75%|███████▍  | 18668/25000 [05:49<01:54, 55.45it/s]  
Average Loss = 50.8:  75%|███████▍  | 18668/25000 [05:49<01:54, 55.45it/s]
Average Loss = 50.8:  75%|███████▍  | 18674/25000 [05:49<01:54, 55.33it/s]
Average Loss = 50.8:  75%|███████▍  | 18680/25000 [05:49<01:53, 55.45it/s]
Average Loss = 50.782:  75%|███████▍  | 18680/25000 [05:49<01:53, 55.45it/s]
Average Loss = 50.782:  75%|███████▍  | 18680/25000 [05:49<01:53, 55.45it/s]
Average Loss = 50.782:  75%|███████▍  | 18686/25000 [05:49<01:53, 55.42it/s]
Average Loss = 50.765:  75%|███████▍  | 18686/25000 [05:49<01:53, 55.42it/s]
Average Loss = 50.765:  75%|███████▍  | 18686/25000 [05:49<01:53, 55.42it/s]
Average Loss = 50.765:  75%|███████▍  | 18692/25000 [05:49<01:53, 55.38it/s]
Average Loss = 50.765:  75%|███████▍  | 18698/25000 [05:49<01:53, 55.51it/s]
Average Loss = 50.741:  75%|███████▍  | 18698/25000 [05:49<01:53, 55.51it/s]
Average Loss = 50.741:  75%|███████▍  | 18698/25000 [05:49<01:53, 55.51it/s]
Average Loss = 50.741:  75%|███████▍  | 18704/25000 [05:49<01:53, 55.51it/s]
Average Loss = 50.741:  75%|███████▍  | 18710/25000 [05:49<01:53, 55.54it/s]
Average Loss = 50.744:  75%|███████▍  | 18710/25000 [05:49<01:53, 55.54it/s]
Average Loss = 50.744:  75%|███████▍  | 18710/25000 [05:49<01:53, 55.54it/s]
Average Loss = 50.744:  75%|███████▍  | 18716/25000 [05:49<01:53, 55.49it/s]
Average Loss = 50.712:  75%|███████▍  | 18716/25000 [05:50<01:53, 55.49it/s]
Average Loss = 50.712:  75%|███████▍  | 18716/25000 [05:50<01:53, 55.49it/s]
Average Loss = 50.712:  75%|███████▍  | 18722/25000 [05:50<01:53, 55.49it/s]
Average Loss = 50.712:  75%|███████▍  | 18729/25000 [05:50<01:49, 57.44it/s]
Average Loss = 50.687:  75%|███████▍  | 18729/25000 [05:50<01:49, 57.44it/s]
Average Loss = 50.687:  75%|███████▍  | 18729/25000 [05:50<01:49, 57.44it/s]
Average Loss = 50.687:  75%|███████▍  | 18735/25000 [05:50<01:50, 56.45it/s]
Average Loss = 50.661:  75%|███████▍  | 18735/25000 [05:50<01:50, 56.45it/s]
Average Loss = 50.661:  75%|███████▍  | 18735/25000 [05:50<01:50, 56.45it/s]
Average Loss = 50.661:  75%|███████▍  | 18741/25000 [05:50<01:52, 55.64it/s]
Average Loss = 50.661:  75%|███████▍  | 18747/25000 [05:50<01:52, 55.58it/s]
Average Loss = 50.66:  75%|███████▍  | 18747/25000 [05:50<01:52, 55.58it/s] 
Average Loss = 50.66:  75%|███████▍  | 18747/25000 [05:50<01:52, 55.58it/s]
Average Loss = 50.66:  75%|███████▌  | 18753/25000 [05:50<01:52, 55.53it/s]
Average Loss = 50.66:  75%|███████▌  | 18759/25000 [05:50<01:52, 55.57it/s]
Average Loss = 50.675:  75%|███████▌  | 18759/25000 [05:50<01:52, 55.57it/s]
Average Loss = 50.675:  75%|███████▌  | 18759/25000 [05:50<01:52, 55.57it/s]
Average Loss = 50.675:  75%|███████▌  | 18765/25000 [05:50<01:52, 55.50it/s]
Average Loss = 50.669:  75%|███████▌  | 18765/25000 [05:50<01:52, 55.50it/s]
Average Loss = 50.669:  75%|███████▌  | 18765/25000 [05:50<01:52, 55.50it/s]
Average Loss = 50.669:  75%|███████▌  | 18771/25000 [05:50<01:52, 55.53it/s]
Average Loss = 50.669:  75%|███████▌  | 18777/25000 [05:51<01:52, 55.56it/s]
Average Loss = 50.63:  75%|███████▌  | 18777/25000 [05:51<01:52, 55.56it/s] 
Average Loss = 50.63:  75%|███████▌  | 18777/25000 [05:51<01:52, 55.56it/s]
Average Loss = 50.63:  75%|███████▌  | 18783/25000 [05:51<01:51, 55.52it/s]
Average Loss = 50.63:  75%|███████▌  | 18789/25000 [05:51<01:51, 55.57it/s]
Average Loss = 50.637:  75%|███████▌  | 18789/25000 [05:51<01:51, 55.57it/s]
Average Loss = 50.637:  75%|███████▌  | 18789/25000 [05:51<01:51, 55.57it/s]
Average Loss = 50.637:  75%|███████▌  | 18795/25000 [05:51<01:51, 55.56it/s]
Average Loss = 50.635:  75%|███████▌  | 18795/25000 [05:51<01:51, 55.56it/s]
Average Loss = 50.635:  75%|███████▌  | 18795/25000 [05:51<01:51, 55.56it/s]
Average Loss = 50.635:  75%|███████▌  | 18801/25000 [05:51<01:51, 55.62it/s]
Average Loss = 50.635:  75%|███████▌  | 18807/25000 [05:51<01:51, 55.65it/s]
Average Loss = 50.615:  75%|███████▌  | 18807/25000 [05:51<01:51, 55.65it/s]
Average Loss = 50.615:  75%|███████▌  | 18807/25000 [05:51<01:51, 55.65it/s]
Average Loss = 50.615:  75%|███████▌  | 18813/25000 [05:51<01:51, 55.62it/s]
Average Loss = 50.615:  75%|███████▌  | 18819/25000 [05:51<01:51, 55.66it/s]
Average Loss = 50.588:  75%|███████▌  | 18819/25000 [05:51<01:51, 55.66it/s]
Average Loss = 50.588:  75%|███████▌  | 18819/25000 [05:51<01:51, 55.66it/s]
Average Loss = 50.588:  75%|███████▌  | 18825/25000 [05:51<01:51, 55.59it/s]
Average Loss = 50.591:  75%|███████▌  | 18825/25000 [05:52<01:51, 55.59it/s]
Average Loss = 50.591:  75%|███████▌  | 18825/25000 [05:52<01:51, 55.59it/s]
Average Loss = 50.591:  75%|███████▌  | 18831/25000 [05:52<01:51, 55.57it/s]
Average Loss = 50.591:  75%|███████▌  | 18837/25000 [05:52<01:50, 55.60it/s]
Average Loss = 50.593:  75%|███████▌  | 18837/25000 [05:52<01:50, 55.60it/s]
Average Loss = 50.593:  75%|███████▌  | 18837/25000 [05:52<01:50, 55.60it/s]
Average Loss = 50.593:  75%|███████▌  | 18843/25000 [05:52<01:51, 55.43it/s]
Average Loss = 50.593:  75%|███████▌  | 18849/25000 [05:52<01:50, 55.47it/s]
Average Loss = 50.588:  75%|███████▌  | 18849/25000 [05:52<01:50, 55.47it/s]
Average Loss = 50.588:  75%|███████▌  | 18849/25000 [05:52<01:50, 55.47it/s]
Average Loss = 50.588:  75%|███████▌  | 18855/25000 [05:52<01:51, 54.98it/s]
Average Loss = 50.583:  75%|███████▌  | 18855/25000 [05:52<01:51, 54.98it/s]
Average Loss = 50.583:  75%|███████▌  | 18855/25000 [05:52<01:51, 54.98it/s]
Average Loss = 50.583:  75%|███████▌  | 18861/25000 [05:52<01:51, 55.13it/s]
Average Loss = 50.583:  75%|███████▌  | 18867/25000 [05:52<01:50, 55.27it/s]
Average Loss = 50.581:  75%|███████▌  | 18867/25000 [05:52<01:50, 55.27it/s]
Average Loss = 50.581:  75%|███████▌  | 18867/25000 [05:52<01:50, 55.27it/s]
Average Loss = 50.581:  75%|███████▌  | 18873/25000 [05:52<01:50, 55.37it/s]
Average Loss = 50.581:  76%|███████▌  | 18879/25000 [05:52<01:50, 55.47it/s]
Average Loss = 50.55:  76%|███████▌  | 18879/25000 [05:52<01:50, 55.47it/s] 
Average Loss = 50.55:  76%|███████▌  | 18879/25000 [05:52<01:50, 55.47it/s]
Average Loss = 50.55:  76%|███████▌  | 18885/25000 [05:53<01:50, 55.48it/s]
Average Loss = 50.519:  76%|███████▌  | 18885/25000 [05:53<01:50, 55.48it/s]
Average Loss = 50.519:  76%|███████▌  | 18885/25000 [05:53<01:50, 55.48it/s]
Average Loss = 50.519:  76%|███████▌  | 18891/25000 [05:53<01:50, 55.49it/s]
Average Loss = 50.519:  76%|███████▌  | 18897/25000 [05:53<01:49, 55.55it/s]
Average Loss = 50.505:  76%|███████▌  | 18897/25000 [05:53<01:49, 55.55it/s]
Average Loss = 50.505:  76%|███████▌  | 18897/25000 [05:53<01:49, 55.55it/s]
Average Loss = 50.505:  76%|███████▌  | 18903/25000 [05:53<01:49, 55.50it/s]
Average Loss = 50.505:  76%|███████▌  | 18909/25000 [05:53<01:49, 55.57it/s]
Average Loss = 50.469:  76%|███████▌  | 18909/25000 [05:53<01:49, 55.57it/s]
Average Loss = 50.469:  76%|███████▌  | 18909/25000 [05:53<01:49, 55.57it/s]
Average Loss = 50.469:  76%|███████▌  | 18915/25000 [05:53<01:49, 55.52it/s]
Average Loss = 50.458:  76%|███████▌  | 18915/25000 [05:53<01:49, 55.52it/s]
Average Loss = 50.458:  76%|███████▌  | 18915/25000 [05:53<01:49, 55.52it/s]
Average Loss = 50.458:  76%|███████▌  | 18921/25000 [05:53<01:49, 55.53it/s]
Average Loss = 50.458:  76%|███████▌  | 18927/25000 [05:53<01:49, 55.60it/s]
Average Loss = 50.448:  76%|███████▌  | 18927/25000 [05:53<01:49, 55.60it/s]
Average Loss = 50.448:  76%|███████▌  | 18927/25000 [05:53<01:49, 55.60it/s]
Average Loss = 50.448:  76%|███████▌  | 18933/25000 [05:53<01:49, 55.52it/s]
Average Loss = 50.448:  76%|███████▌  | 18939/25000 [05:53<01:48, 55.61it/s]
Average Loss = 50.417:  76%|███████▌  | 18939/25000 [05:54<01:48, 55.61it/s]
Average Loss = 50.417:  76%|███████▌  | 18939/25000 [05:54<01:48, 55.61it/s]
Average Loss = 50.417:  76%|███████▌  | 18945/25000 [05:54<01:49, 55.51it/s]
Average Loss = 50.404:  76%|███████▌  | 18945/25000 [05:54<01:49, 55.51it/s]
Average Loss = 50.404:  76%|███████▌  | 18945/25000 [05:54<01:49, 55.51it/s]
Average Loss = 50.404:  76%|███████▌  | 18951/25000 [05:54<01:48, 55.50it/s]
Average Loss = 50.404:  76%|███████▌  | 18957/25000 [05:54<01:48, 55.56it/s]
Average Loss = 50.403:  76%|███████▌  | 18957/25000 [05:54<01:48, 55.56it/s]
Average Loss = 50.403:  76%|███████▌  | 18957/25000 [05:54<01:48, 55.56it/s]
Average Loss = 50.403:  76%|███████▌  | 18963/25000 [05:54<01:48, 55.52it/s]
Average Loss = 50.403:  76%|███████▌  | 18969/25000 [05:54<01:48, 55.57it/s]
Average Loss = 50.389:  76%|███████▌  | 18969/25000 [05:54<01:48, 55.57it/s]
Average Loss = 50.389:  76%|███████▌  | 18969/25000 [05:54<01:48, 55.57it/s]
Average Loss = 50.389:  76%|███████▌  | 18975/25000 [05:54<01:48, 55.55it/s]
Average Loss = 50.394:  76%|███████▌  | 18975/25000 [05:54<01:48, 55.55it/s]
Average Loss = 50.394:  76%|███████▌  | 18975/25000 [05:54<01:48, 55.55it/s]
Average Loss = 50.394:  76%|███████▌  | 18981/25000 [05:54<01:48, 55.54it/s]
Average Loss = 50.394:  76%|███████▌  | 18987/25000 [05:54<01:48, 55.59it/s]
Average Loss = 50.396:  76%|███████▌  | 18987/25000 [05:54<01:48, 55.59it/s]
Average Loss = 50.396:  76%|███████▌  | 18987/25000 [05:54<01:48, 55.59it/s]
Average Loss = 50.396:  76%|███████▌  | 18993/25000 [05:54<01:48, 55.56it/s]
Average Loss = 50.396:  76%|███████▌  | 18999/25000 [05:55<01:47, 55.60it/s]
Average Loss = 50.386:  76%|███████▌  | 18999/25000 [05:55<01:47, 55.60it/s]
Average Loss = 50.386:  76%|███████▌  | 18999/25000 [05:55<01:47, 55.60it/s]
Average Loss = 50.386:  76%|███████▌  | 19005/25000 [05:55<01:47, 55.53it/s]
Average Loss = 50.378:  76%|███████▌  | 19005/25000 [05:55<01:47, 55.53it/s]
Average Loss = 50.378:  76%|███████▌  | 19005/25000 [05:55<01:47, 55.53it/s]
Average Loss = 50.378:  76%|███████▌  | 19011/25000 [05:55<01:56, 51.20it/s]
Average Loss = 50.378:  76%|███████▌  | 19017/25000 [05:55<01:59, 50.14it/s]
Average Loss = 50.367:  76%|███████▌  | 19017/25000 [05:55<01:59, 50.14it/s]
Average Loss = 50.367:  76%|███████▌  | 19017/25000 [05:55<01:59, 50.14it/s]
Average Loss = 50.367:  76%|███████▌  | 19023/25000 [05:55<01:59, 50.06it/s]
Average Loss = 50.367:  76%|███████▌  | 19029/25000 [05:55<02:13, 44.89it/s]
Average Loss = 50.358:  76%|███████▌  | 19029/25000 [05:55<02:13, 44.89it/s]
Average Loss = 50.358:  76%|███████▌  | 19029/25000 [05:55<02:13, 44.89it/s]
Average Loss = 50.358:  76%|███████▌  | 19035/25000 [05:55<02:06, 47.23it/s]
Average Loss = 50.348:  76%|███████▌  | 19035/25000 [05:55<02:06, 47.23it/s]
Average Loss = 50.348:  76%|███████▌  | 19035/25000 [05:55<02:06, 47.23it/s]
Average Loss = 50.348:  76%|███████▌  | 19041/25000 [05:55<02:00, 49.46it/s]
Average Loss = 50.348:  76%|███████▌  | 19047/25000 [05:56<02:09, 46.14it/s]
Average Loss = 50.319:  76%|███████▌  | 19047/25000 [05:56<02:09, 46.14it/s]
Average Loss = 50.319:  76%|███████▌  | 19047/25000 [05:56<02:09, 46.14it/s]
Average Loss = 50.319:  76%|███████▌  | 19052/25000 [05:56<02:12, 44.85it/s]
Average Loss = 50.319:  76%|███████▌  | 19058/25000 [05:56<02:05, 47.50it/s]
Average Loss = 50.317:  76%|███████▌  | 19058/25000 [05:56<02:05, 47.50it/s]
Average Loss = 50.317:  76%|███████▌  | 19058/25000 [05:56<02:05, 47.50it/s]
Average Loss = 50.317:  76%|███████▋  | 19063/25000 [05:56<02:11, 45.09it/s]
Average Loss = 50.317:  76%|███████▋  | 19068/25000 [05:56<02:19, 42.42it/s]
Average Loss = 50.311:  76%|███████▋  | 19068/25000 [05:56<02:19, 42.42it/s]
Average Loss = 50.311:  76%|███████▋  | 19068/25000 [05:56<02:19, 42.42it/s]
Average Loss = 50.311:  76%|███████▋  | 19073/25000 [05:56<02:26, 40.45it/s]
Average Loss = 50.311:  76%|███████▋  | 19078/25000 [05:56<02:26, 40.56it/s]
Average Loss = 50.314:  76%|███████▋  | 19078/25000 [05:56<02:26, 40.56it/s]
Average Loss = 50.314:  76%|███████▋  | 19078/25000 [05:56<02:26, 40.56it/s]
Average Loss = 50.314:  76%|███████▋  | 19084/25000 [05:56<02:11, 44.91it/s]
Average Loss = 50.319:  76%|███████▋  | 19084/25000 [05:57<02:11, 44.91it/s]
Average Loss = 50.319:  76%|███████▋  | 19084/25000 [05:57<02:11, 44.91it/s]
Average Loss = 50.319:  76%|███████▋  | 19093/25000 [05:57<01:52, 52.73it/s]
Average Loss = 50.319:  76%|███████▋  | 19099/25000 [05:57<01:49, 53.66it/s]
Average Loss = 50.319:  76%|███████▋  | 19099/25000 [05:57<01:49, 53.66it/s]
Average Loss = 50.319:  76%|███████▋  | 19099/25000 [05:57<01:49, 53.66it/s]
Average Loss = 50.319:  76%|███████▋  | 19105/25000 [05:57<01:48, 54.28it/s]
Average Loss = 50.282:  76%|███████▋  | 19105/25000 [05:57<01:48, 54.28it/s]
Average Loss = 50.282:  76%|███████▋  | 19105/25000 [05:57<01:48, 54.28it/s]
Average Loss = 50.282:  76%|███████▋  | 19111/25000 [05:57<01:47, 54.79it/s]
Average Loss = 50.282:  76%|███████▋  | 19117/25000 [05:57<01:46, 55.12it/s]
Average Loss = 50.249:  76%|███████▋  | 19117/25000 [05:57<01:46, 55.12it/s]
Average Loss = 50.249:  76%|███████▋  | 19117/25000 [05:57<01:46, 55.12it/s]
Average Loss = 50.249:  76%|███████▋  | 19123/25000 [05:57<01:46, 55.30it/s]
Average Loss = 50.249:  77%|███████▋  | 19129/25000 [05:57<01:45, 55.52it/s]
Average Loss = 50.244:  77%|███████▋  | 19129/25000 [05:57<01:45, 55.52it/s]
Average Loss = 50.244:  77%|███████▋  | 19129/25000 [05:57<01:45, 55.52it/s]
Average Loss = 50.244:  77%|███████▋  | 19135/25000 [05:57<01:45, 55.61it/s]
Average Loss = 50.261:  77%|███████▋  | 19135/25000 [05:57<01:45, 55.61it/s]
Average Loss = 50.261:  77%|███████▋  | 19135/25000 [05:57<01:45, 55.61it/s]
Average Loss = 50.261:  77%|███████▋  | 19141/25000 [05:57<01:45, 55.66it/s]
Average Loss = 50.261:  77%|███████▋  | 19147/25000 [05:58<01:44, 55.77it/s]
Average Loss = 50.254:  77%|███████▋  | 19147/25000 [05:58<01:44, 55.77it/s]
Average Loss = 50.254:  77%|███████▋  | 19147/25000 [05:58<01:44, 55.77it/s]
Average Loss = 50.254:  77%|███████▋  | 19153/25000 [05:58<01:44, 55.71it/s]
Average Loss = 50.254:  77%|███████▋  | 19159/25000 [05:58<01:44, 55.86it/s]
Average Loss = 50.251:  77%|███████▋  | 19159/25000 [05:58<01:44, 55.86it/s]
Average Loss = 50.251:  77%|███████▋  | 19159/25000 [05:58<01:44, 55.86it/s]
Average Loss = 50.251:  77%|███████▋  | 19165/25000 [05:58<01:44, 55.82it/s]
Average Loss = 50.244:  77%|███████▋  | 19165/25000 [05:58<01:44, 55.82it/s]
Average Loss = 50.244:  77%|███████▋  | 19165/25000 [05:58<01:44, 55.82it/s]
Average Loss = 50.244:  77%|███████▋  | 19171/25000 [05:58<01:45, 55.15it/s]
Average Loss = 50.244:  77%|███████▋  | 19177/25000 [05:58<01:45, 55.33it/s]
Average Loss = 50.249:  77%|███████▋  | 19177/25000 [05:58<01:45, 55.33it/s]
Average Loss = 50.249:  77%|███████▋  | 19177/25000 [05:58<01:45, 55.33it/s]
Average Loss = 50.249:  77%|███████▋  | 19183/25000 [05:58<01:44, 55.42it/s]
Average Loss = 50.249:  77%|███████▋  | 19189/25000 [05:58<01:44, 55.63it/s]
Average Loss = 50.263:  77%|███████▋  | 19189/25000 [05:58<01:44, 55.63it/s]
Average Loss = 50.263:  77%|███████▋  | 19189/25000 [05:58<01:44, 55.63it/s]
Average Loss = 50.263:  77%|███████▋  | 19195/25000 [05:58<01:44, 55.69it/s]
Average Loss = 50.263:  77%|███████▋  | 19195/25000 [05:58<01:44, 55.69it/s]
Average Loss = 50.263:  77%|███████▋  | 19195/25000 [05:58<01:44, 55.69it/s]
Average Loss = 50.263:  77%|███████▋  | 19201/25000 [05:58<01:43, 55.78it/s]
Average Loss = 50.263:  77%|███████▋  | 19207/25000 [05:59<01:43, 55.85it/s]
Average Loss = 50.28:  77%|███████▋  | 19207/25000 [05:59<01:43, 55.85it/s] 
Average Loss = 50.28:  77%|███████▋  | 19207/25000 [05:59<01:43, 55.85it/s]
Average Loss = 50.28:  77%|███████▋  | 19213/25000 [05:59<01:45, 54.69it/s]
Average Loss = 50.28:  77%|███████▋  | 19219/25000 [05:59<01:45, 54.95it/s]
Average Loss = 50.246:  77%|███████▋  | 19219/25000 [05:59<01:45, 54.95it/s]
Average Loss = 50.246:  77%|███████▋  | 19219/25000 [05:59<01:45, 54.95it/s]
Average Loss = 50.246:  77%|███████▋  | 19225/25000 [05:59<01:44, 55.16it/s]
Average Loss = 50.246:  77%|███████▋  | 19225/25000 [05:59<01:44, 55.16it/s]
Average Loss = 50.246:  77%|███████▋  | 19225/25000 [05:59<01:44, 55.16it/s]
Average Loss = 50.246:  77%|███████▋  | 19231/25000 [05:59<01:44, 55.32it/s]
Average Loss = 50.246:  77%|███████▋  | 19237/25000 [05:59<01:43, 55.52it/s]
Average Loss = 50.232:  77%|███████▋  | 19237/25000 [05:59<01:43, 55.52it/s]
Average Loss = 50.232:  77%|███████▋  | 19237/25000 [05:59<01:43, 55.52it/s]
Average Loss = 50.232:  77%|███████▋  | 19243/25000 [05:59<01:43, 55.60it/s]
Average Loss = 50.232:  77%|███████▋  | 19249/25000 [05:59<01:43, 55.74it/s]
Average Loss = 50.243:  77%|███████▋  | 19249/25000 [05:59<01:43, 55.74it/s]
Average Loss = 50.243:  77%|███████▋  | 19249/25000 [05:59<01:43, 55.74it/s]
Average Loss = 50.243:  77%|███████▋  | 19255/25000 [05:59<01:43, 55.74it/s]
Average Loss = 50.205:  77%|███████▋  | 19255/25000 [06:00<01:43, 55.74it/s]
Average Loss = 50.205:  77%|███████▋  | 19255/25000 [06:00<01:43, 55.74it/s]
Average Loss = 50.205:  77%|███████▋  | 19261/25000 [06:00<01:42, 55.80it/s]
Average Loss = 50.205:  77%|███████▋  | 19267/25000 [06:00<01:42, 55.85it/s]
Average Loss = 50.213:  77%|███████▋  | 19267/25000 [06:00<01:42, 55.85it/s]
Average Loss = 50.213:  77%|███████▋  | 19267/25000 [06:00<01:42, 55.85it/s]
Average Loss = 50.213:  77%|███████▋  | 19273/25000 [06:00<01:43, 55.60it/s]
Average Loss = 50.213:  77%|███████▋  | 19279/25000 [06:00<01:43, 55.06it/s]
Average Loss = 50.219:  77%|███████▋  | 19279/25000 [06:00<01:43, 55.06it/s]
Average Loss = 50.219:  77%|███████▋  | 19279/25000 [06:00<01:43, 55.06it/s]
Average Loss = 50.219:  77%|███████▋  | 19285/25000 [06:00<01:43, 55.17it/s]
Average Loss = 50.227:  77%|███████▋  | 19285/25000 [06:00<01:43, 55.17it/s]
Average Loss = 50.227:  77%|███████▋  | 19285/25000 [06:00<01:43, 55.17it/s]
Average Loss = 50.227:  77%|███████▋  | 19291/25000 [06:00<01:43, 55.39it/s]
Average Loss = 50.227:  77%|███████▋  | 19297/25000 [06:00<01:42, 55.57it/s]
Average Loss = 50.215:  77%|███████▋  | 19297/25000 [06:00<01:42, 55.57it/s]
Average Loss = 50.215:  77%|███████▋  | 19297/25000 [06:00<01:42, 55.57it/s]
Average Loss = 50.215:  77%|███████▋  | 19303/25000 [06:00<01:42, 55.74it/s]
Average Loss = 50.215:  77%|███████▋  | 19309/25000 [06:00<01:41, 55.90it/s]
Average Loss = 50.231:  77%|███████▋  | 19309/25000 [06:00<01:41, 55.90it/s]
Average Loss = 50.231:  77%|███████▋  | 19309/25000 [06:00<01:41, 55.90it/s]
Average Loss = 50.231:  77%|███████▋  | 19315/25000 [06:01<01:41, 55.81it/s]
Average Loss = 50.228:  77%|███████▋  | 19315/25000 [06:01<01:41, 55.81it/s]
Average Loss = 50.228:  77%|███████▋  | 19315/25000 [06:01<01:41, 55.81it/s]
Average Loss = 50.228:  77%|███████▋  | 19321/25000 [06:01<01:41, 55.79it/s]
Average Loss = 50.228:  77%|███████▋  | 19327/25000 [06:01<01:41, 55.79it/s]
Average Loss = 50.214:  77%|███████▋  | 19327/25000 [06:01<01:41, 55.79it/s]
Average Loss = 50.214:  77%|███████▋  | 19327/25000 [06:01<01:41, 55.79it/s]
Average Loss = 50.214:  77%|███████▋  | 19333/25000 [06:01<01:41, 55.72it/s]
Average Loss = 50.214:  77%|███████▋  | 19339/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.192:  77%|███████▋  | 19339/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.192:  77%|███████▋  | 19339/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.192:  77%|███████▋  | 19345/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.197:  77%|███████▋  | 19345/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.197:  77%|███████▋  | 19345/25000 [06:01<01:41, 55.84it/s]
Average Loss = 50.197:  77%|███████▋  | 19351/25000 [06:01<01:41, 55.86it/s]
Average Loss = 50.197:  77%|███████▋  | 19357/25000 [06:01<01:40, 55.90it/s]
Average Loss = 50.181:  77%|███████▋  | 19357/25000 [06:01<01:40, 55.90it/s]
Average Loss = 50.181:  77%|███████▋  | 19357/25000 [06:01<01:40, 55.90it/s]
Average Loss = 50.181:  77%|███████▋  | 19363/25000 [06:01<01:41, 55.75it/s]
Average Loss = 50.181:  77%|███████▋  | 19369/25000 [06:01<01:40, 55.85it/s]
Average Loss = 50.195:  77%|███████▋  | 19369/25000 [06:02<01:40, 55.85it/s]
Average Loss = 50.195:  77%|███████▋  | 19369/25000 [06:02<01:40, 55.85it/s]
Average Loss = 50.195:  78%|███████▊  | 19375/25000 [06:02<01:40, 55.76it/s]
Average Loss = 50.193:  78%|███████▊  | 19375/25000 [06:02<01:40, 55.76it/s]
Average Loss = 50.193:  78%|███████▊  | 19375/25000 [06:02<01:40, 55.76it/s]
Average Loss = 50.193:  78%|███████▊  | 19381/25000 [06:02<01:40, 55.72it/s]
Average Loss = 50.193:  78%|███████▊  | 19387/25000 [06:02<01:40, 55.81it/s]
Average Loss = 50.213:  78%|███████▊  | 19387/25000 [06:02<01:40, 55.81it/s]
Average Loss = 50.213:  78%|███████▊  | 19387/25000 [06:02<01:40, 55.81it/s]
Average Loss = 50.213:  78%|███████▊  | 19393/25000 [06:02<01:41, 55.05it/s]
Average Loss = 50.213:  78%|███████▊  | 19399/25000 [06:02<01:41, 55.39it/s]
Average Loss = 50.211:  78%|███████▊  | 19399/25000 [06:02<01:41, 55.39it/s]
Average Loss = 50.211:  78%|███████▊  | 19399/25000 [06:02<01:41, 55.39it/s]
Average Loss = 50.211:  78%|███████▊  | 19405/25000 [06:02<01:40, 55.48it/s]
Average Loss = 50.206:  78%|███████▊  | 19405/25000 [06:02<01:40, 55.48it/s]
Average Loss = 50.206:  78%|███████▊  | 19405/25000 [06:02<01:40, 55.48it/s]
Average Loss = 50.206:  78%|███████▊  | 19411/25000 [06:02<01:40, 55.58it/s]
Average Loss = 50.206:  78%|███████▊  | 19417/25000 [06:02<01:40, 55.69it/s]
Average Loss = 50.202:  78%|███████▊  | 19417/25000 [06:02<01:40, 55.69it/s]
Average Loss = 50.202:  78%|███████▊  | 19417/25000 [06:02<01:40, 55.69it/s]
Average Loss = 50.202:  78%|███████▊  | 19423/25000 [06:02<01:40, 55.63it/s]
Average Loss = 50.202:  78%|███████▊  | 19429/25000 [06:03<01:39, 55.73it/s]
Average Loss = 50.189:  78%|███████▊  | 19429/25000 [06:03<01:39, 55.73it/s]
Average Loss = 50.189:  78%|███████▊  | 19429/25000 [06:03<01:39, 55.73it/s]
Average Loss = 50.189:  78%|███████▊  | 19435/25000 [06:03<01:39, 55.69it/s]
Average Loss = 50.199:  78%|███████▊  | 19435/25000 [06:03<01:39, 55.69it/s]
Average Loss = 50.199:  78%|███████▊  | 19435/25000 [06:03<01:39, 55.69it/s]
Average Loss = 50.199:  78%|███████▊  | 19441/25000 [06:03<01:39, 55.69it/s]
Average Loss = 50.199:  78%|███████▊  | 19447/25000 [06:03<01:39, 55.70it/s]
Average Loss = 50.195:  78%|███████▊  | 19447/25000 [06:03<01:39, 55.70it/s]
Average Loss = 50.195:  78%|███████▊  | 19447/25000 [06:03<01:39, 55.70it/s]
Average Loss = 50.195:  78%|███████▊  | 19453/25000 [06:03<01:39, 55.67it/s]
Average Loss = 50.195:  78%|███████▊  | 19459/25000 [06:03<01:39, 55.87it/s]
Average Loss = 50.193:  78%|███████▊  | 19459/25000 [06:03<01:39, 55.87it/s]
Average Loss = 50.193:  78%|███████▊  | 19459/25000 [06:03<01:39, 55.87it/s]
Average Loss = 50.193:  78%|███████▊  | 19465/25000 [06:03<01:39, 55.77it/s]
Average Loss = 50.207:  78%|███████▊  | 19465/25000 [06:03<01:39, 55.77it/s]
Average Loss = 50.207:  78%|███████▊  | 19465/25000 [06:03<01:39, 55.77it/s]
Average Loss = 50.207:  78%|███████▊  | 19471/25000 [06:03<01:39, 55.82it/s]
Average Loss = 50.207:  78%|███████▊  | 19477/25000 [06:03<01:38, 55.90it/s]
Average Loss = 50.221:  78%|███████▊  | 19477/25000 [06:04<01:38, 55.90it/s]
Average Loss = 50.221:  78%|███████▊  | 19477/25000 [06:04<01:38, 55.90it/s]
Average Loss = 50.221:  78%|███████▊  | 19483/25000 [06:04<01:38, 55.82it/s]
Average Loss = 50.221:  78%|███████▊  | 19489/25000 [06:04<01:38, 55.89it/s]
Average Loss = 50.198:  78%|███████▊  | 19489/25000 [06:04<01:38, 55.89it/s]
Average Loss = 50.198:  78%|███████▊  | 19489/25000 [06:04<01:38, 55.89it/s]
Average Loss = 50.198:  78%|███████▊  | 19495/25000 [06:04<01:38, 55.90it/s]
Average Loss = 50.184:  78%|███████▊  | 19495/25000 [06:04<01:38, 55.90it/s]
Average Loss = 50.184:  78%|███████▊  | 19495/25000 [06:04<01:38, 55.90it/s]
Average Loss = 50.184:  78%|███████▊  | 19501/25000 [06:04<01:39, 55.14it/s]
Average Loss = 50.184:  78%|███████▊  | 19507/25000 [06:04<01:39, 55.38it/s]
Average Loss = 50.177:  78%|███████▊  | 19507/25000 [06:04<01:39, 55.38it/s]
Average Loss = 50.177:  78%|███████▊  | 19507/25000 [06:04<01:39, 55.38it/s]
Average Loss = 50.177:  78%|███████▊  | 19513/25000 [06:04<01:38, 55.44it/s]
Average Loss = 50.177:  78%|███████▊  | 19519/25000 [06:04<01:38, 55.65it/s]
Average Loss = 50.166:  78%|███████▊  | 19519/25000 [06:04<01:38, 55.65it/s]
Average Loss = 50.166:  78%|███████▊  | 19519/25000 [06:04<01:38, 55.65it/s]
Average Loss = 50.166:  78%|███████▊  | 19525/25000 [06:04<01:38, 55.40it/s]
Average Loss = 50.143:  78%|███████▊  | 19525/25000 [06:04<01:38, 55.40it/s]
Average Loss = 50.143:  78%|███████▊  | 19525/25000 [06:04<01:38, 55.40it/s]
Average Loss = 50.143:  78%|███████▊  | 19531/25000 [06:04<01:38, 55.44it/s]
Average Loss = 50.143:  78%|███████▊  | 19537/25000 [06:05<01:38, 55.61it/s]
Average Loss = 50.114:  78%|███████▊  | 19537/25000 [06:05<01:38, 55.61it/s]
Average Loss = 50.114:  78%|███████▊  | 19537/25000 [06:05<01:38, 55.61it/s]
Average Loss = 50.114:  78%|███████▊  | 19543/25000 [06:05<01:38, 55.60it/s]
Average Loss = 50.114:  78%|███████▊  | 19549/25000 [06:05<01:38, 55.59it/s]
Average Loss = 50.124:  78%|███████▊  | 19549/25000 [06:05<01:38, 55.59it/s]
Average Loss = 50.124:  78%|███████▊  | 19549/25000 [06:05<01:38, 55.59it/s]
Average Loss = 50.124:  78%|███████▊  | 19555/25000 [06:05<01:37, 55.65it/s]
Average Loss = 50.12:  78%|███████▊  | 19555/25000 [06:05<01:37, 55.65it/s] 
Average Loss = 50.12:  78%|███████▊  | 19555/25000 [06:05<01:37, 55.65it/s]
Average Loss = 50.12:  78%|███████▊  | 19561/25000 [06:05<01:37, 55.66it/s]
Average Loss = 50.12:  78%|███████▊  | 19567/25000 [06:05<01:37, 55.77it/s]
Average Loss = 50.106:  78%|███████▊  | 19567/25000 [06:05<01:37, 55.77it/s]
Average Loss = 50.106:  78%|███████▊  | 19567/25000 [06:05<01:37, 55.77it/s]
Average Loss = 50.106:  78%|███████▊  | 19573/25000 [06:05<01:37, 55.74it/s]
Average Loss = 50.106:  78%|███████▊  | 19579/25000 [06:05<01:37, 55.87it/s]
Average Loss = 50.111:  78%|███████▊  | 19579/25000 [06:05<01:37, 55.87it/s]
Average Loss = 50.111:  78%|███████▊  | 19579/25000 [06:05<01:37, 55.87it/s]
Average Loss = 50.111:  78%|███████▊  | 19585/25000 [06:05<01:36, 55.84it/s]
Average Loss = 50.12:  78%|███████▊  | 19585/25000 [06:05<01:36, 55.84it/s] 
Average Loss = 50.12:  78%|███████▊  | 19585/25000 [06:05<01:36, 55.84it/s]
Average Loss = 50.12:  78%|███████▊  | 19591/25000 [06:05<01:36, 55.87it/s]
Average Loss = 50.12:  78%|███████▊  | 19597/25000 [06:06<01:36, 55.92it/s]
Average Loss = 50.113:  78%|███████▊  | 19597/25000 [06:06<01:36, 55.92it/s]
Average Loss = 50.113:  78%|███████▊  | 19597/25000 [06:06<01:36, 55.92it/s]
Average Loss = 50.113:  78%|███████▊  | 19603/25000 [06:06<01:36, 55.81it/s]
Average Loss = 50.113:  78%|███████▊  | 19609/25000 [06:06<01:36, 55.83it/s]
Average Loss = 50.119:  78%|███████▊  | 19609/25000 [06:06<01:36, 55.83it/s]
Average Loss = 50.119:  78%|███████▊  | 19609/25000 [06:06<01:36, 55.83it/s]
Average Loss = 50.119:  78%|███████▊  | 19615/25000 [06:06<01:46, 50.55it/s]
Average Loss = 50.108:  78%|███████▊  | 19615/25000 [06:06<01:46, 50.55it/s]
Average Loss = 50.108:  78%|███████▊  | 19615/25000 [06:06<01:46, 50.55it/s]
Average Loss = 50.108:  78%|███████▊  | 19621/25000 [06:06<01:43, 52.03it/s]
Average Loss = 50.108:  79%|███████▊  | 19627/25000 [06:06<01:41, 53.14it/s]
Average Loss = 50.094:  79%|███████▊  | 19627/25000 [06:06<01:41, 53.14it/s]
Average Loss = 50.094:  79%|███████▊  | 19627/25000 [06:06<01:41, 53.14it/s]
Average Loss = 50.094:  79%|███████▊  | 19633/25000 [06:06<01:39, 53.88it/s]
Average Loss = 50.094:  79%|███████▊  | 19639/25000 [06:06<01:38, 54.53it/s]
Average Loss = 50.084:  79%|███████▊  | 19639/25000 [06:06<01:38, 54.53it/s]
Average Loss = 50.084:  79%|███████▊  | 19639/25000 [06:06<01:38, 54.53it/s]
Average Loss = 50.084:  79%|███████▊  | 19645/25000 [06:06<01:37, 54.85it/s]
Average Loss = 50.075:  79%|███████▊  | 19645/25000 [06:07<01:37, 54.85it/s]
Average Loss = 50.075:  79%|███████▊  | 19645/25000 [06:07<01:37, 54.85it/s]
Average Loss = 50.075:  79%|███████▊  | 19651/25000 [06:07<01:36, 55.24it/s]
Average Loss = 50.075:  79%|███████▊  | 19657/25000 [06:07<01:36, 55.39it/s]
Average Loss = 50.072:  79%|███████▊  | 19657/25000 [06:07<01:36, 55.39it/s]
Average Loss = 50.072:  79%|███████▊  | 19657/25000 [06:07<01:36, 55.39it/s]
Average Loss = 50.072:  79%|███████▊  | 19663/25000 [06:07<01:36, 55.44it/s]
Average Loss = 50.072:  79%|███████▊  | 19669/25000 [06:07<01:36, 55.00it/s]
Average Loss = 50.069:  79%|███████▊  | 19669/25000 [06:07<01:36, 55.00it/s]
Average Loss = 50.069:  79%|███████▊  | 19669/25000 [06:07<01:36, 55.00it/s]
Average Loss = 50.069:  79%|███████▊  | 19675/25000 [06:07<01:36, 55.23it/s]
Average Loss = 50.075:  79%|███████▊  | 19675/25000 [06:07<01:36, 55.23it/s]
Average Loss = 50.075:  79%|███████▊  | 19675/25000 [06:07<01:36, 55.23it/s]
Average Loss = 50.075:  79%|███████▊  | 19681/25000 [06:07<01:35, 55.43it/s]
Average Loss = 50.075:  79%|███████▊  | 19687/25000 [06:07<01:35, 55.54it/s]
Average Loss = 50.078:  79%|███████▊  | 19687/25000 [06:07<01:35, 55.54it/s]
Average Loss = 50.078:  79%|███████▊  | 19687/25000 [06:07<01:35, 55.54it/s]
Average Loss = 50.078:  79%|███████▉  | 19693/25000 [06:07<01:35, 55.53it/s]
Average Loss = 50.078:  79%|███████▉  | 19699/25000 [06:07<01:35, 55.69it/s]
Average Loss = 50.073:  79%|███████▉  | 19699/25000 [06:07<01:35, 55.69it/s]
Average Loss = 50.073:  79%|███████▉  | 19699/25000 [06:07<01:35, 55.69it/s]
Average Loss = 50.073:  79%|███████▉  | 19705/25000 [06:08<01:35, 55.65it/s]
Average Loss = 50.083:  79%|███████▉  | 19705/25000 [06:08<01:35, 55.65it/s]
Average Loss = 50.083:  79%|███████▉  | 19705/25000 [06:08<01:35, 55.65it/s]
Average Loss = 50.083:  79%|███████▉  | 19711/25000 [06:08<01:34, 55.68it/s]
Average Loss = 50.083:  79%|███████▉  | 19717/25000 [06:08<01:34, 55.76it/s]
Average Loss = 50.077:  79%|███████▉  | 19717/25000 [06:08<01:34, 55.76it/s]
Average Loss = 50.077:  79%|███████▉  | 19717/25000 [06:08<01:34, 55.76it/s]
Average Loss = 50.077:  79%|███████▉  | 19723/25000 [06:08<01:35, 55.02it/s]
Average Loss = 50.077:  79%|███████▉  | 19729/25000 [06:08<01:35, 55.36it/s]
Average Loss = 50.091:  79%|███████▉  | 19729/25000 [06:08<01:35, 55.36it/s]
Average Loss = 50.091:  79%|███████▉  | 19729/25000 [06:08<01:35, 55.36it/s]
Average Loss = 50.091:  79%|███████▉  | 19735/25000 [06:08<01:34, 55.50it/s]
Average Loss = 50.087:  79%|███████▉  | 19735/25000 [06:08<01:34, 55.50it/s]
Average Loss = 50.087:  79%|███████▉  | 19735/25000 [06:08<01:34, 55.50it/s]
Average Loss = 50.087:  79%|███████▉  | 19741/25000 [06:08<01:34, 55.51it/s]
Average Loss = 50.087:  79%|███████▉  | 19747/25000 [06:08<01:34, 55.72it/s]
Average Loss = 50.099:  79%|███████▉  | 19747/25000 [06:08<01:34, 55.72it/s]
Average Loss = 50.099:  79%|███████▉  | 19747/25000 [06:08<01:34, 55.72it/s]
Average Loss = 50.099:  79%|███████▉  | 19753/25000 [06:08<01:34, 55.65it/s]
Average Loss = 50.099:  79%|███████▉  | 19759/25000 [06:09<01:33, 55.79it/s]
Average Loss = 50.073:  79%|███████▉  | 19759/25000 [06:09<01:33, 55.79it/s]
Average Loss = 50.073:  79%|███████▉  | 19759/25000 [06:09<01:33, 55.79it/s]
Average Loss = 50.073:  79%|███████▉  | 19765/25000 [06:09<01:33, 55.74it/s]
Average Loss = 50.076:  79%|███████▉  | 19765/25000 [06:09<01:33, 55.74it/s]
Average Loss = 50.076:  79%|███████▉  | 19765/25000 [06:09<01:33, 55.74it/s]
Average Loss = 50.076:  79%|███████▉  | 19771/25000 [06:09<01:33, 55.79it/s]
Average Loss = 50.076:  79%|███████▉  | 19777/25000 [06:09<01:33, 55.88it/s]
Average Loss = 50.08:  79%|███████▉  | 19777/25000 [06:09<01:33, 55.88it/s] 
Average Loss = 50.08:  79%|███████▉  | 19777/25000 [06:09<01:33, 55.88it/s]
Average Loss = 50.08:  79%|███████▉  | 19783/25000 [06:09<01:33, 55.79it/s]
Average Loss = 50.08:  79%|███████▉  | 19789/25000 [06:09<01:33, 55.81it/s]
Average Loss = 50.045:  79%|███████▉  | 19789/25000 [06:09<01:33, 55.81it/s]
Average Loss = 50.045:  79%|███████▉  | 19789/25000 [06:09<01:33, 55.81it/s]
Average Loss = 50.045:  79%|███████▉  | 19795/25000 [06:09<01:33, 55.71it/s]
Average Loss = 50.025:  79%|███████▉  | 19795/25000 [06:09<01:33, 55.71it/s]
Average Loss = 50.025:  79%|███████▉  | 19795/25000 [06:09<01:33, 55.71it/s]
Average Loss = 50.025:  79%|███████▉  | 19801/25000 [06:09<01:33, 55.81it/s]
Average Loss = 50.025:  79%|███████▉  | 19807/25000 [06:09<01:32, 55.84it/s]
Average Loss = 50.018:  79%|███████▉  | 19807/25000 [06:09<01:32, 55.84it/s]
Average Loss = 50.018:  79%|███████▉  | 19807/25000 [06:09<01:32, 55.84it/s]
Average Loss = 50.018:  79%|███████▉  | 19813/25000 [06:10<01:32, 55.79it/s]
Average Loss = 50.018:  79%|███████▉  | 19819/25000 [06:10<01:33, 55.66it/s]
Average Loss = 50.019:  79%|███████▉  | 19819/25000 [06:10<01:33, 55.66it/s]
Average Loss = 50.019:  79%|███████▉  | 19819/25000 [06:10<01:33, 55.66it/s]
Average Loss = 50.019:  79%|███████▉  | 19825/25000 [06:10<01:32, 55.67it/s]
Average Loss = 50.02:  79%|███████▉  | 19825/25000 [06:10<01:32, 55.67it/s] 
Average Loss = 50.02:  79%|███████▉  | 19825/25000 [06:10<01:32, 55.67it/s]
Average Loss = 50.02:  79%|███████▉  | 19831/25000 [06:10<01:32, 55.69it/s]
Average Loss = 50.02:  79%|███████▉  | 19837/25000 [06:10<01:33, 55.00it/s]
Average Loss = 50.01:  79%|███████▉  | 19837/25000 [06:10<01:33, 55.00it/s]
Average Loss = 50.01:  79%|███████▉  | 19837/25000 [06:10<01:33, 55.00it/s]
Average Loss = 50.01:  79%|███████▉  | 19843/25000 [06:10<01:33, 55.07it/s]
Average Loss = 50.01:  79%|███████▉  | 19849/25000 [06:10<01:33, 55.38it/s]
Average Loss = 49.994:  79%|███████▉  | 19849/25000 [06:10<01:33, 55.38it/s]
Average Loss = 49.994:  79%|███████▉  | 19849/25000 [06:10<01:33, 55.38it/s]
Average Loss = 49.994:  79%|███████▉  | 19855/25000 [06:10<01:32, 55.50it/s]
Average Loss = 49.984:  79%|███████▉  | 19855/25000 [06:10<01:32, 55.50it/s]
Average Loss = 49.984:  79%|███████▉  | 19855/25000 [06:10<01:32, 55.50it/s]
Average Loss = 49.984:  79%|███████▉  | 19861/25000 [06:10<01:32, 55.47it/s]
Average Loss = 49.984:  79%|███████▉  | 19867/25000 [06:10<01:32, 55.39it/s]
Average Loss = 49.97:  79%|███████▉  | 19867/25000 [06:11<01:32, 55.39it/s] 
Average Loss = 49.97:  79%|███████▉  | 19867/25000 [06:11<01:32, 55.39it/s]
Average Loss = 49.97:  79%|███████▉  | 19873/25000 [06:11<01:32, 55.41it/s]
Average Loss = 49.97:  80%|███████▉  | 19879/25000 [06:11<01:32, 55.65it/s]
Average Loss = 49.973:  80%|███████▉  | 19879/25000 [06:11<01:32, 55.65it/s]
Average Loss = 49.973:  80%|███████▉  | 19879/25000 [06:11<01:32, 55.65it/s]
Average Loss = 49.973:  80%|███████▉  | 19885/25000 [06:11<01:32, 55.45it/s]
Average Loss = 49.975:  80%|███████▉  | 19885/25000 [06:11<01:32, 55.45it/s]
Average Loss = 49.975:  80%|███████▉  | 19885/25000 [06:11<01:32, 55.45it/s]
Average Loss = 49.975:  80%|███████▉  | 19891/25000 [06:11<01:32, 55.43it/s]
Average Loss = 49.975:  80%|███████▉  | 19897/25000 [06:11<01:31, 55.53it/s]
Average Loss = 49.97:  80%|███████▉  | 19897/25000 [06:11<01:31, 55.53it/s] 
Average Loss = 49.97:  80%|███████▉  | 19897/25000 [06:11<01:31, 55.53it/s]
Average Loss = 49.97:  80%|███████▉  | 19903/25000 [06:11<01:31, 55.55it/s]
Average Loss = 49.97:  80%|███████▉  | 19909/25000 [06:11<01:31, 55.53it/s]
Average Loss = 49.968:  80%|███████▉  | 19909/25000 [06:11<01:31, 55.53it/s]
Average Loss = 49.968:  80%|███████▉  | 19909/25000 [06:11<01:31, 55.53it/s]
Average Loss = 49.968:  80%|███████▉  | 19915/25000 [06:11<01:31, 55.50it/s]
Average Loss = 49.979:  80%|███████▉  | 19915/25000 [06:11<01:31, 55.50it/s]
Average Loss = 49.979:  80%|███████▉  | 19915/25000 [06:11<01:31, 55.50it/s]
Average Loss = 49.979:  80%|███████▉  | 19921/25000 [06:11<01:31, 55.51it/s]
Average Loss = 49.979:  80%|███████▉  | 19927/25000 [06:12<01:31, 55.67it/s]
Average Loss = 49.966:  80%|███████▉  | 19927/25000 [06:12<01:31, 55.67it/s]
Average Loss = 49.966:  80%|███████▉  | 19927/25000 [06:12<01:31, 55.67it/s]
Average Loss = 49.966:  80%|███████▉  | 19933/25000 [06:12<01:31, 55.56it/s]
Average Loss = 49.966:  80%|███████▉  | 19939/25000 [06:12<01:31, 55.54it/s]
Average Loss = 49.966:  80%|███████▉  | 19939/25000 [06:12<01:31, 55.54it/s]
Average Loss = 49.966:  80%|███████▉  | 19939/25000 [06:12<01:31, 55.54it/s]
Average Loss = 49.966:  80%|███████▉  | 19945/25000 [06:12<01:32, 54.86it/s]
Average Loss = 50.001:  80%|███████▉  | 19945/25000 [06:12<01:32, 54.86it/s]
Average Loss = 50.001:  80%|███████▉  | 19945/25000 [06:12<01:32, 54.86it/s]
Average Loss = 50.001:  80%|███████▉  | 19951/25000 [06:12<01:31, 55.14it/s]
Average Loss = 50.001:  80%|███████▉  | 19957/25000 [06:12<01:31, 55.25it/s]
Average Loss = 49.992:  80%|███████▉  | 19957/25000 [06:12<01:31, 55.25it/s]
Average Loss = 49.992:  80%|███████▉  | 19957/25000 [06:12<01:31, 55.25it/s]
Average Loss = 49.992:  80%|███████▉  | 19963/25000 [06:12<01:31, 55.24it/s]
Average Loss = 49.992:  80%|███████▉  | 19969/25000 [06:12<01:30, 55.45it/s]
Average Loss = 49.987:  80%|███████▉  | 19969/25000 [06:12<01:30, 55.45it/s]
Average Loss = 49.987:  80%|███████▉  | 19969/25000 [06:12<01:30, 55.45it/s]
Average Loss = 49.987:  80%|███████▉  | 19975/25000 [06:12<01:30, 55.45it/s]
Average Loss = 49.992:  80%|███████▉  | 19975/25000 [06:13<01:30, 55.45it/s]
Average Loss = 49.992:  80%|███████▉  | 19975/25000 [06:13<01:30, 55.45it/s]
Average Loss = 49.992:  80%|███████▉  | 19981/25000 [06:13<01:30, 55.45it/s]
Average Loss = 49.992:  80%|███████▉  | 19987/25000 [06:13<01:30, 55.57it/s]
Average Loss = 49.997:  80%|███████▉  | 19987/25000 [06:13<01:30, 55.57it/s]
Average Loss = 49.997:  80%|███████▉  | 19987/25000 [06:13<01:30, 55.57it/s]
Average Loss = 49.997:  80%|███████▉  | 19993/25000 [06:13<01:30, 55.39it/s]
Average Loss = 49.997:  80%|███████▉  | 19999/25000 [06:13<01:30, 55.52it/s]
Average Loss = 49.999:  80%|███████▉  | 19999/25000 [06:13<01:30, 55.52it/s]
Average Loss = 49.999:  80%|███████▉  | 19999/25000 [06:13<01:30, 55.52it/s]
Average Loss = 49.999:  80%|████████  | 20005/25000 [06:13<01:29, 55.53it/s]
Average Loss = 50.013:  80%|████████  | 20005/25000 [06:13<01:29, 55.53it/s]
Average Loss = 50.013:  80%|████████  | 20005/25000 [06:13<01:29, 55.53it/s]
Average Loss = 50.013:  80%|████████  | 20011/25000 [06:13<01:29, 55.66it/s]
Average Loss = 50.013:  80%|████████  | 20017/25000 [06:13<01:29, 55.78it/s]
Average Loss = 50.008:  80%|████████  | 20017/25000 [06:13<01:29, 55.78it/s]
Average Loss = 50.008:  80%|████████  | 20017/25000 [06:13<01:29, 55.78it/s]
Average Loss = 50.008:  80%|████████  | 20023/25000 [06:13<01:29, 55.81it/s]
Average Loss = 50.008:  80%|████████  | 20029/25000 [06:13<01:29, 55.85it/s]
Average Loss = 50.007:  80%|████████  | 20029/25000 [06:13<01:29, 55.85it/s]
Average Loss = 50.007:  80%|████████  | 20029/25000 [06:13<01:29, 55.85it/s]
Average Loss = 50.007:  80%|████████  | 20035/25000 [06:14<01:29, 55.76it/s]
Average Loss = 50:  80%|████████  | 20035/25000 [06:14<01:29, 55.76it/s]    
Average Loss = 50:  80%|████████  | 20035/25000 [06:14<01:29, 55.76it/s]
Average Loss = 50:  80%|████████  | 20041/25000 [06:14<01:28, 55.79it/s]
Average Loss = 50:  80%|████████  | 20047/25000 [06:14<01:28, 55.77it/s]
Average Loss = 50.003:  80%|████████  | 20047/25000 [06:14<01:28, 55.77it/s]
Average Loss = 50.003:  80%|████████  | 20047/25000 [06:14<01:28, 55.77it/s]
Average Loss = 50.003:  80%|████████  | 20053/25000 [06:14<01:28, 55.79it/s]
Average Loss = 50.003:  80%|████████  | 20059/25000 [06:14<01:29, 55.17it/s]
Average Loss = 50.014:  80%|████████  | 20059/25000 [06:14<01:29, 55.17it/s]
Average Loss = 50.014:  80%|████████  | 20059/25000 [06:14<01:29, 55.17it/s]
Average Loss = 50.014:  80%|████████  | 20065/25000 [06:14<01:29, 55.32it/s]
Average Loss = 49.997:  80%|████████  | 20065/25000 [06:14<01:29, 55.32it/s]
Average Loss = 49.997:  80%|████████  | 20065/25000 [06:14<01:29, 55.32it/s]
Average Loss = 49.997:  80%|████████  | 20071/25000 [06:14<01:28, 55.60it/s]
Average Loss = 49.997:  80%|████████  | 20077/25000 [06:14<01:28, 55.61it/s]
Average Loss = 50.009:  80%|████████  | 20077/25000 [06:14<01:28, 55.61it/s]
Average Loss = 50.009:  80%|████████  | 20077/25000 [06:14<01:28, 55.61it/s]
Average Loss = 50.009:  80%|████████  | 20083/25000 [06:14<01:28, 55.62it/s]
Average Loss = 50.009:  80%|████████  | 20089/25000 [06:14<01:28, 55.74it/s]
Average Loss = 50:  80%|████████  | 20089/25000 [06:15<01:28, 55.74it/s]    
Average Loss = 50:  80%|████████  | 20089/25000 [06:15<01:28, 55.74it/s]
Average Loss = 50:  80%|████████  | 20095/25000 [06:15<01:28, 55.70it/s]
Average Loss = 49.993:  80%|████████  | 20095/25000 [06:15<01:28, 55.70it/s]
Average Loss = 49.993:  80%|████████  | 20095/25000 [06:15<01:28, 55.70it/s]
Average Loss = 49.993:  80%|████████  | 20101/25000 [06:15<01:27, 55.71it/s]
Average Loss = 49.993:  80%|████████  | 20107/25000 [06:15<01:27, 55.80it/s]
Average Loss = 50.012:  80%|████████  | 20107/25000 [06:15<01:27, 55.80it/s]
Average Loss = 50.012:  80%|████████  | 20107/25000 [06:15<01:27, 55.80it/s]
Average Loss = 50.012:  80%|████████  | 20113/25000 [06:15<01:27, 55.78it/s]
Average Loss = 50.012:  80%|████████  | 20119/25000 [06:15<01:27, 55.87it/s]
Average Loss = 50.02:  80%|████████  | 20119/25000 [06:15<01:27, 55.87it/s] 
Average Loss = 50.02:  80%|████████  | 20119/25000 [06:15<01:27, 55.87it/s]
Average Loss = 50.02:  80%|████████  | 20125/25000 [06:15<01:27, 55.82it/s]
Average Loss = 50.012:  80%|████████  | 20125/25000 [06:15<01:27, 55.82it/s]
Average Loss = 50.012:  80%|████████  | 20125/25000 [06:15<01:27, 55.82it/s]
Average Loss = 50.012:  81%|████████  | 20131/25000 [06:15<01:27, 55.83it/s]
Average Loss = 50.012:  81%|████████  | 20137/25000 [06:15<01:27, 55.84it/s]
Average Loss = 50.007:  81%|████████  | 20137/25000 [06:15<01:27, 55.84it/s]
Average Loss = 50.007:  81%|████████  | 20137/25000 [06:15<01:27, 55.84it/s]
Average Loss = 50.007:  81%|████████  | 20143/25000 [06:15<01:27, 55.51it/s]
Average Loss = 50.007:  81%|████████  | 20149/25000 [06:16<01:27, 55.59it/s]
Average Loss = 49.988:  81%|████████  | 20149/25000 [06:16<01:27, 55.59it/s]
Average Loss = 49.988:  81%|████████  | 20149/25000 [06:16<01:27, 55.59it/s]
Average Loss = 49.988:  81%|████████  | 20155/25000 [06:16<01:27, 55.56it/s]
Average Loss = 50.001:  81%|████████  | 20155/25000 [06:16<01:27, 55.56it/s]
Average Loss = 50.001:  81%|████████  | 20155/25000 [06:16<01:27, 55.56it/s]
Average Loss = 50.001:  81%|████████  | 20161/25000 [06:16<01:27, 55.52it/s]
Average Loss = 50.001:  81%|████████  | 20167/25000 [06:16<01:27, 54.97it/s]
Average Loss = 49.988:  81%|████████  | 20167/25000 [06:16<01:27, 54.97it/s]
Average Loss = 49.988:  81%|████████  | 20167/25000 [06:16<01:27, 54.97it/s]
Average Loss = 49.988:  81%|████████  | 20173/25000 [06:16<01:27, 55.11it/s]
Average Loss = 49.988:  81%|████████  | 20179/25000 [06:16<01:26, 55.45it/s]
Average Loss = 49.971:  81%|████████  | 20179/25000 [06:16<01:26, 55.45it/s]
Average Loss = 49.971:  81%|████████  | 20179/25000 [06:16<01:26, 55.45it/s]
Average Loss = 49.971:  81%|████████  | 20185/25000 [06:16<01:26, 55.48it/s]
Average Loss = 49.947:  81%|████████  | 20185/25000 [06:16<01:26, 55.48it/s]
Average Loss = 49.947:  81%|████████  | 20185/25000 [06:16<01:26, 55.48it/s]
Average Loss = 49.947:  81%|████████  | 20191/25000 [06:16<01:26, 55.58it/s]
Average Loss = 49.947:  81%|████████  | 20197/25000 [06:16<01:26, 55.69it/s]
Average Loss = 49.934:  81%|████████  | 20197/25000 [06:16<01:26, 55.69it/s]
Average Loss = 49.934:  81%|████████  | 20197/25000 [06:16<01:26, 55.69it/s]
Average Loss = 49.934:  81%|████████  | 20203/25000 [06:17<01:26, 55.66it/s]
Average Loss = 49.934:  81%|████████  | 20209/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.936:  81%|████████  | 20209/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.936:  81%|████████  | 20209/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.936:  81%|████████  | 20215/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.962:  81%|████████  | 20215/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.962:  81%|████████  | 20215/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.962:  81%|████████  | 20221/25000 [06:17<01:25, 55.76it/s]
Average Loss = 49.962:  81%|████████  | 20227/25000 [06:17<01:25, 55.82it/s]
Average Loss = 49.988:  81%|████████  | 20227/25000 [06:17<01:25, 55.82it/s]
Average Loss = 49.988:  81%|████████  | 20227/25000 [06:17<01:25, 55.82it/s]
Average Loss = 49.988:  81%|████████  | 20233/25000 [06:17<01:25, 55.70it/s]
Average Loss = 49.988:  81%|████████  | 20239/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.986:  81%|████████  | 20239/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.986:  81%|████████  | 20239/25000 [06:17<01:25, 55.81it/s]
Average Loss = 49.986:  81%|████████  | 20245/25000 [06:17<01:25, 55.76it/s]
Average Loss = 49.982:  81%|████████  | 20245/25000 [06:17<01:25, 55.76it/s]
Average Loss = 49.982:  81%|████████  | 20245/25000 [06:17<01:25, 55.76it/s]
Average Loss = 49.982:  81%|████████  | 20251/25000 [06:17<01:25, 55.78it/s]
Average Loss = 49.982:  81%|████████  | 20257/25000 [06:17<01:24, 55.91it/s]
Average Loss = 50.008:  81%|████████  | 20257/25000 [06:18<01:24, 55.91it/s]
Average Loss = 50.008:  81%|████████  | 20257/25000 [06:18<01:24, 55.91it/s]
Average Loss = 50.008:  81%|████████  | 20263/25000 [06:18<01:24, 55.78it/s]
Average Loss = 50.008:  81%|████████  | 20269/25000 [06:18<01:24, 55.80it/s]
Average Loss = 50.003:  81%|████████  | 20269/25000 [06:18<01:24, 55.80it/s]
Average Loss = 50.003:  81%|████████  | 20269/25000 [06:18<01:24, 55.80it/s]
Average Loss = 50.003:  81%|████████  | 20275/25000 [06:18<01:24, 55.73it/s]
Average Loss = 50.014:  81%|████████  | 20275/25000 [06:18<01:24, 55.73it/s]
Average Loss = 50.014:  81%|████████  | 20275/25000 [06:18<01:24, 55.73it/s]
Average Loss = 50.014:  81%|████████  | 20281/25000 [06:18<01:33, 50.63it/s]
Average Loss = 50.014:  81%|████████  | 20287/25000 [06:18<01:30, 52.14it/s]
Average Loss = 50.002:  81%|████████  | 20287/25000 [06:18<01:30, 52.14it/s]
Average Loss = 50.002:  81%|████████  | 20287/25000 [06:18<01:30, 52.14it/s]
Average Loss = 50.002:  81%|████████  | 20293/25000 [06:18<01:28, 53.18it/s]
Average Loss = 50.002:  81%|████████  | 20299/25000 [06:18<01:26, 54.06it/s]
Average Loss = 49.995:  81%|████████  | 20299/25000 [06:18<01:26, 54.06it/s]
Average Loss = 49.995:  81%|████████  | 20299/25000 [06:18<01:26, 54.06it/s]
Average Loss = 49.995:  81%|████████  | 20305/25000 [06:18<01:26, 54.48it/s]
Average Loss = 49.988:  81%|████████  | 20305/25000 [06:19<01:26, 54.48it/s]
Average Loss = 49.988:  81%|████████  | 20305/25000 [06:19<01:26, 54.48it/s]
Average Loss = 49.988:  81%|████████  | 20311/25000 [06:19<01:25, 54.88it/s]
Average Loss = 49.988:  81%|████████▏ | 20317/25000 [06:19<01:24, 55.24it/s]
Average Loss = 49.968:  81%|████████▏ | 20317/25000 [06:19<01:24, 55.24it/s]
Average Loss = 49.968:  81%|████████▏ | 20317/25000 [06:19<01:24, 55.24it/s]
Average Loss = 49.968:  81%|████████▏ | 20323/25000 [06:19<01:24, 55.40it/s]
Average Loss = 49.968:  81%|████████▏ | 20329/25000 [06:19<01:24, 55.58it/s]
Average Loss = 49.951:  81%|████████▏ | 20329/25000 [06:19<01:24, 55.58it/s]
Average Loss = 49.951:  81%|████████▏ | 20329/25000 [06:19<01:24, 55.58it/s]
Average Loss = 49.951:  81%|████████▏ | 20335/25000 [06:19<01:23, 55.68it/s]
Average Loss = 49.963:  81%|████████▏ | 20335/25000 [06:19<01:23, 55.68it/s]
Average Loss = 49.963:  81%|████████▏ | 20335/25000 [06:19<01:23, 55.68it/s]
Average Loss = 49.963:  81%|████████▏ | 20341/25000 [06:19<01:23, 55.73it/s]
Average Loss = 49.963:  81%|████████▏ | 20347/25000 [06:19<01:23, 55.85it/s]
Average Loss = 49.977:  81%|████████▏ | 20347/25000 [06:19<01:23, 55.85it/s]
Average Loss = 49.977:  81%|████████▏ | 20347/25000 [06:19<01:23, 55.85it/s]
Average Loss = 49.977:  81%|████████▏ | 20353/25000 [06:19<01:23, 55.77it/s]
Average Loss = 49.977:  81%|████████▏ | 20359/25000 [06:19<01:23, 55.86it/s]
Average Loss = 49.983:  81%|████████▏ | 20359/25000 [06:19<01:23, 55.86it/s]
Average Loss = 49.983:  81%|████████▏ | 20359/25000 [06:19<01:23, 55.86it/s]
Average Loss = 49.983:  81%|████████▏ | 20365/25000 [06:19<01:23, 55.80it/s]
Average Loss = 49.977:  81%|████████▏ | 20365/25000 [06:20<01:23, 55.80it/s]
Average Loss = 49.977:  81%|████████▏ | 20365/25000 [06:20<01:23, 55.80it/s]
Average Loss = 49.977:  81%|████████▏ | 20371/25000 [06:20<01:22, 55.86it/s]
Average Loss = 49.977:  82%|████████▏ | 20377/25000 [06:20<01:22, 55.82it/s]
Average Loss = 49.993:  82%|████████▏ | 20377/25000 [06:20<01:22, 55.82it/s]
Average Loss = 49.993:  82%|████████▏ | 20377/25000 [06:20<01:22, 55.82it/s]
Average Loss = 49.993:  82%|████████▏ | 20383/25000 [06:20<01:22, 55.89it/s]
Average Loss = 49.993:  82%|████████▏ | 20389/25000 [06:20<01:23, 55.19it/s]
Average Loss = 49.987:  82%|████████▏ | 20389/25000 [06:20<01:23, 55.19it/s]
Average Loss = 49.987:  82%|████████▏ | 20389/25000 [06:20<01:23, 55.19it/s]
Average Loss = 49.987:  82%|████████▏ | 20395/25000 [06:20<01:23, 55.34it/s]
Average Loss = 49.979:  82%|████████▏ | 20395/25000 [06:20<01:23, 55.34it/s]
Average Loss = 49.979:  82%|████████▏ | 20395/25000 [06:20<01:23, 55.34it/s]
Average Loss = 49.979:  82%|████████▏ | 20401/25000 [06:20<01:22, 55.54it/s]
Average Loss = 49.979:  82%|████████▏ | 20407/25000 [06:20<01:22, 55.71it/s]
Average Loss = 49.978:  82%|████████▏ | 20407/25000 [06:20<01:22, 55.71it/s]
Average Loss = 49.978:  82%|████████▏ | 20407/25000 [06:20<01:22, 55.71it/s]
Average Loss = 49.978:  82%|████████▏ | 20413/25000 [06:20<01:23, 55.18it/s]
Average Loss = 49.978:  82%|████████▏ | 20419/25000 [06:20<01:22, 55.35it/s]
Average Loss = 49.985:  82%|████████▏ | 20419/25000 [06:20<01:22, 55.35it/s]
Average Loss = 49.985:  82%|████████▏ | 20419/25000 [06:20<01:22, 55.35it/s]
Average Loss = 49.985:  82%|████████▏ | 20425/25000 [06:21<01:22, 55.52it/s]
Average Loss = 49.964:  82%|████████▏ | 20425/25000 [06:21<01:22, 55.52it/s]
Average Loss = 49.964:  82%|████████▏ | 20425/25000 [06:21<01:22, 55.52it/s]
Average Loss = 49.964:  82%|████████▏ | 20431/25000 [06:21<01:22, 55.62it/s]
Average Loss = 49.964:  82%|████████▏ | 20437/25000 [06:21<01:21, 55.73it/s]
Average Loss = 49.94:  82%|████████▏ | 20437/25000 [06:21<01:21, 55.73it/s] 
Average Loss = 49.94:  82%|████████▏ | 20437/25000 [06:21<01:21, 55.73it/s]
Average Loss = 49.94:  82%|████████▏ | 20443/25000 [06:21<01:21, 55.71it/s]
Average Loss = 49.94:  82%|████████▏ | 20449/25000 [06:21<01:21, 55.83it/s]
Average Loss = 49.952:  82%|████████▏ | 20449/25000 [06:21<01:21, 55.83it/s]
Average Loss = 49.952:  82%|████████▏ | 20449/25000 [06:21<01:21, 55.83it/s]
Average Loss = 49.952:  82%|████████▏ | 20455/25000 [06:21<01:21, 55.84it/s]
Average Loss = 49.951:  82%|████████▏ | 20455/25000 [06:21<01:21, 55.84it/s]
Average Loss = 49.951:  82%|████████▏ | 20455/25000 [06:21<01:21, 55.84it/s]
Average Loss = 49.951:  82%|████████▏ | 20461/25000 [06:21<01:21, 55.88it/s]
Average Loss = 49.951:  82%|████████▏ | 20467/25000 [06:21<01:21, 55.93it/s]
Average Loss = 49.948:  82%|████████▏ | 20467/25000 [06:21<01:21, 55.93it/s]
Average Loss = 49.948:  82%|████████▏ | 20467/25000 [06:21<01:21, 55.93it/s]
Average Loss = 49.948:  82%|████████▏ | 20473/25000 [06:21<01:21, 55.82it/s]
Average Loss = 49.948:  82%|████████▏ | 20479/25000 [06:22<01:20, 55.91it/s]
Average Loss = 49.922:  82%|████████▏ | 20479/25000 [06:22<01:20, 55.91it/s]
Average Loss = 49.922:  82%|████████▏ | 20479/25000 [06:22<01:20, 55.91it/s]
Average Loss = 49.922:  82%|████████▏ | 20485/25000 [06:22<01:20, 55.87it/s]
Average Loss = 49.918:  82%|████████▏ | 20485/25000 [06:22<01:20, 55.87it/s]
Average Loss = 49.918:  82%|████████▏ | 20485/25000 [06:22<01:20, 55.87it/s]
Average Loss = 49.918:  82%|████████▏ | 20491/25000 [06:22<01:20, 55.92it/s]
Average Loss = 49.918:  82%|████████▏ | 20497/25000 [06:22<01:20, 55.96it/s]
Average Loss = 49.927:  82%|████████▏ | 20497/25000 [06:22<01:20, 55.96it/s]
Average Loss = 49.927:  82%|████████▏ | 20497/25000 [06:22<01:20, 55.96it/s]
Average Loss = 49.927:  82%|████████▏ | 20503/25000 [06:22<01:21, 55.14it/s]
Average Loss = 49.927:  82%|████████▏ | 20509/25000 [06:22<01:21, 55.43it/s]
Average Loss = 49.941:  82%|████████▏ | 20509/25000 [06:22<01:21, 55.43it/s]
Average Loss = 49.941:  82%|████████▏ | 20509/25000 [06:22<01:21, 55.43it/s]
Average Loss = 49.941:  82%|████████▏ | 20515/25000 [06:22<01:20, 55.49it/s]
Average Loss = 49.934:  82%|████████▏ | 20515/25000 [06:22<01:20, 55.49it/s]
Average Loss = 49.934:  82%|████████▏ | 20515/25000 [06:22<01:20, 55.49it/s]
Average Loss = 49.934:  82%|████████▏ | 20521/25000 [06:22<01:20, 55.59it/s]
Average Loss = 49.934:  82%|████████▏ | 20527/25000 [06:22<01:20, 55.74it/s]
Average Loss = 49.932:  82%|████████▏ | 20527/25000 [06:22<01:20, 55.74it/s]
Average Loss = 49.932:  82%|████████▏ | 20527/25000 [06:22<01:20, 55.74it/s]
Average Loss = 49.932:  82%|████████▏ | 20533/25000 [06:22<01:20, 55.71it/s]
Average Loss = 49.932:  82%|████████▏ | 20539/25000 [06:23<01:19, 55.90it/s]
Average Loss = 49.942:  82%|████████▏ | 20539/25000 [06:23<01:19, 55.90it/s]
Average Loss = 49.942:  82%|████████▏ | 20539/25000 [06:23<01:19, 55.90it/s]
Average Loss = 49.942:  82%|████████▏ | 20545/25000 [06:23<01:19, 55.73it/s]
Average Loss = 49.923:  82%|████████▏ | 20545/25000 [06:23<01:19, 55.73it/s]
Average Loss = 49.923:  82%|████████▏ | 20545/25000 [06:23<01:19, 55.73it/s]
Average Loss = 49.923:  82%|████████▏ | 20551/25000 [06:23<01:19, 55.79it/s]
Average Loss = 49.923:  82%|████████▏ | 20557/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.921:  82%|████████▏ | 20557/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.921:  82%|████████▏ | 20557/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.921:  82%|████████▏ | 20563/25000 [06:23<01:19, 55.87it/s]
Average Loss = 49.921:  82%|████████▏ | 20569/25000 [06:23<01:19, 55.92it/s]
Average Loss = 49.921:  82%|████████▏ | 20569/25000 [06:23<01:19, 55.92it/s]
Average Loss = 49.921:  82%|████████▏ | 20569/25000 [06:23<01:19, 55.92it/s]
Average Loss = 49.921:  82%|████████▏ | 20575/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.914:  82%|████████▏ | 20575/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.914:  82%|████████▏ | 20575/25000 [06:23<01:19, 55.84it/s]
Average Loss = 49.914:  82%|████████▏ | 20581/25000 [06:23<01:19, 55.88it/s]
Average Loss = 49.914:  82%|████████▏ | 20587/25000 [06:23<01:18, 55.90it/s]
Average Loss = 49.907:  82%|████████▏ | 20587/25000 [06:24<01:18, 55.90it/s]
Average Loss = 49.907:  82%|████████▏ | 20587/25000 [06:24<01:18, 55.90it/s]
Average Loss = 49.907:  82%|████████▏ | 20593/25000 [06:24<01:19, 55.71it/s]
Average Loss = 49.907:  82%|████████▏ | 20599/25000 [06:24<01:19, 55.60it/s]
Average Loss = 49.905:  82%|████████▏ | 20599/25000 [06:24<01:19, 55.60it/s]
Average Loss = 49.905:  82%|████████▏ | 20599/25000 [06:24<01:19, 55.60it/s]
Average Loss = 49.905:  82%|████████▏ | 20605/25000 [06:24<01:19, 55.58it/s]
Average Loss = 49.915:  82%|████████▏ | 20605/25000 [06:24<01:19, 55.58it/s]
Average Loss = 49.915:  82%|████████▏ | 20605/25000 [06:24<01:19, 55.58it/s]
Average Loss = 49.915:  82%|████████▏ | 20611/25000 [06:24<01:19, 54.92it/s]
Average Loss = 49.915:  82%|████████▏ | 20617/25000 [06:24<01:19, 55.02it/s]
Average Loss = 49.914:  82%|████████▏ | 20617/25000 [06:24<01:19, 55.02it/s]
Average Loss = 49.914:  82%|████████▏ | 20617/25000 [06:24<01:19, 55.02it/s]
Average Loss = 49.914:  82%|████████▏ | 20623/25000 [06:24<01:19, 55.14it/s]
Average Loss = 49.914:  83%|████████▎ | 20629/25000 [06:24<01:18, 55.55it/s]
Average Loss = 49.925:  83%|████████▎ | 20629/25000 [06:24<01:18, 55.55it/s]
Average Loss = 49.925:  83%|████████▎ | 20629/25000 [06:24<01:18, 55.55it/s]
Average Loss = 49.925:  83%|████████▎ | 20635/25000 [06:24<01:18, 55.71it/s]
Average Loss = 49.918:  83%|████████▎ | 20635/25000 [06:24<01:18, 55.71it/s]
Average Loss = 49.918:  83%|████████▎ | 20635/25000 [06:24<01:18, 55.71it/s]
Average Loss = 49.918:  83%|████████▎ | 20641/25000 [06:24<01:17, 55.96it/s]
Average Loss = 49.918:  83%|████████▎ | 20647/25000 [06:25<01:17, 56.16it/s]
Average Loss = 49.915:  83%|████████▎ | 20647/25000 [06:25<01:17, 56.16it/s]
Average Loss = 49.915:  83%|████████▎ | 20647/25000 [06:25<01:17, 56.16it/s]
Average Loss = 49.915:  83%|████████▎ | 20653/25000 [06:25<01:17, 56.10it/s]
Average Loss = 49.915:  83%|████████▎ | 20659/25000 [06:25<01:17, 56.19it/s]
Average Loss = 49.897:  83%|████████▎ | 20659/25000 [06:25<01:17, 56.19it/s]
Average Loss = 49.897:  83%|████████▎ | 20659/25000 [06:25<01:17, 56.19it/s]
Average Loss = 49.897:  83%|████████▎ | 20665/25000 [06:25<01:17, 56.14it/s]
Average Loss = 49.893:  83%|████████▎ | 20665/25000 [06:25<01:17, 56.14it/s]
Average Loss = 49.893:  83%|████████▎ | 20665/25000 [06:25<01:17, 56.14it/s]
Average Loss = 49.893:  83%|████████▎ | 20671/25000 [06:25<01:16, 56.26it/s]
Average Loss = 49.893:  83%|████████▎ | 20677/25000 [06:25<01:16, 56.32it/s]
Average Loss = 49.886:  83%|████████▎ | 20677/25000 [06:25<01:16, 56.32it/s]
Average Loss = 49.886:  83%|████████▎ | 20677/25000 [06:25<01:16, 56.32it/s]
Average Loss = 49.886:  83%|████████▎ | 20683/25000 [06:25<01:16, 56.26it/s]
Average Loss = 49.886:  83%|████████▎ | 20689/25000 [06:25<01:16, 56.29it/s]
Average Loss = 49.877:  83%|████████▎ | 20689/25000 [06:25<01:16, 56.29it/s]
Average Loss = 49.877:  83%|████████▎ | 20689/25000 [06:25<01:16, 56.29it/s]
Average Loss = 49.877:  83%|████████▎ | 20695/25000 [06:25<01:16, 56.22it/s]
Average Loss = 49.887:  83%|████████▎ | 20695/25000 [06:25<01:16, 56.22it/s]
Average Loss = 49.887:  83%|████████▎ | 20695/25000 [06:25<01:16, 56.22it/s]
Average Loss = 49.887:  83%|████████▎ | 20701/25000 [06:25<01:16, 56.21it/s]
Average Loss = 49.887:  83%|████████▎ | 20707/25000 [06:26<01:16, 56.25it/s]
Average Loss = 49.864:  83%|████████▎ | 20707/25000 [06:26<01:16, 56.25it/s]
Average Loss = 49.864:  83%|████████▎ | 20707/25000 [06:26<01:16, 56.25it/s]
Average Loss = 49.864:  83%|████████▎ | 20713/25000 [06:26<01:16, 56.23it/s]
Average Loss = 49.864:  83%|████████▎ | 20719/25000 [06:26<01:16, 56.26it/s]
Average Loss = 49.874:  83%|████████▎ | 20719/25000 [06:26<01:16, 56.26it/s]
Average Loss = 49.874:  83%|████████▎ | 20719/25000 [06:26<01:16, 56.26it/s]
Average Loss = 49.874:  83%|████████▎ | 20725/25000 [06:26<01:16, 55.65it/s]
Average Loss = 49.854:  83%|████████▎ | 20725/25000 [06:26<01:16, 55.65it/s]
Average Loss = 49.854:  83%|████████▎ | 20725/25000 [06:26<01:16, 55.65it/s]
Average Loss = 49.854:  83%|████████▎ | 20731/25000 [06:26<01:16, 55.87it/s]
Average Loss = 49.854:  83%|████████▎ | 20737/25000 [06:26<01:16, 56.01it/s]
Average Loss = 49.862:  83%|████████▎ | 20737/25000 [06:26<01:16, 56.01it/s]
Average Loss = 49.862:  83%|████████▎ | 20737/25000 [06:26<01:16, 56.01it/s]
Average Loss = 49.862:  83%|████████▎ | 20743/25000 [06:26<01:15, 56.08it/s]
Average Loss = 49.862:  83%|████████▎ | 20749/25000 [06:26<01:15, 56.27it/s]
Average Loss = 49.829:  83%|████████▎ | 20749/25000 [06:26<01:15, 56.27it/s]
Average Loss = 49.829:  83%|████████▎ | 20749/25000 [06:26<01:15, 56.27it/s]
Average Loss = 49.829:  83%|████████▎ | 20755/25000 [06:26<01:15, 56.33it/s]
Average Loss = 49.823:  83%|████████▎ | 20755/25000 [06:27<01:15, 56.33it/s]
Average Loss = 49.823:  83%|████████▎ | 20755/25000 [06:27<01:15, 56.33it/s]
Average Loss = 49.823:  83%|████████▎ | 20761/25000 [06:27<01:15, 56.39it/s]
Average Loss = 49.823:  83%|████████▎ | 20767/25000 [06:27<01:15, 56.34it/s]
Average Loss = 49.814:  83%|████████▎ | 20767/25000 [06:27<01:15, 56.34it/s]
Average Loss = 49.814:  83%|████████▎ | 20767/25000 [06:27<01:15, 56.34it/s]
Average Loss = 49.814:  83%|████████▎ | 20773/25000 [06:27<01:14, 56.36it/s]
Average Loss = 49.814:  83%|████████▎ | 20779/25000 [06:27<01:14, 56.44it/s]
Average Loss = 49.808:  83%|████████▎ | 20779/25000 [06:27<01:14, 56.44it/s]
Average Loss = 49.808:  83%|████████▎ | 20779/25000 [06:27<01:14, 56.44it/s]
Average Loss = 49.808:  83%|████████▎ | 20785/25000 [06:27<01:14, 56.35it/s]
Average Loss = 49.804:  83%|████████▎ | 20785/25000 [06:27<01:14, 56.35it/s]
Average Loss = 49.804:  83%|████████▎ | 20785/25000 [06:27<01:14, 56.35it/s]
Average Loss = 49.804:  83%|████████▎ | 20791/25000 [06:27<01:14, 56.37it/s]
Average Loss = 49.804:  83%|████████▎ | 20797/25000 [06:27<01:14, 56.34it/s]
Average Loss = 49.821:  83%|████████▎ | 20797/25000 [06:27<01:14, 56.34it/s]
Average Loss = 49.821:  83%|████████▎ | 20797/25000 [06:27<01:14, 56.34it/s]
Average Loss = 49.821:  83%|████████▎ | 20803/25000 [06:27<01:14, 56.34it/s]
Average Loss = 49.821:  83%|████████▎ | 20809/25000 [06:27<01:14, 56.32it/s]
Average Loss = 49.834:  83%|████████▎ | 20809/25000 [06:27<01:14, 56.32it/s]
Average Loss = 49.834:  83%|████████▎ | 20809/25000 [06:27<01:14, 56.32it/s]
Average Loss = 49.834:  83%|████████▎ | 20815/25000 [06:28<01:14, 56.25it/s]
Average Loss = 49.819:  83%|████████▎ | 20815/25000 [06:28<01:14, 56.25it/s]
Average Loss = 49.819:  83%|████████▎ | 20815/25000 [06:28<01:14, 56.25it/s]
Average Loss = 49.819:  83%|████████▎ | 20821/25000 [06:28<01:14, 56.27it/s]
Average Loss = 49.819:  83%|████████▎ | 20827/25000 [06:28<01:14, 56.31it/s]
Average Loss = 49.816:  83%|████████▎ | 20827/25000 [06:28<01:14, 56.31it/s]
Average Loss = 49.816:  83%|████████▎ | 20827/25000 [06:28<01:14, 56.31it/s]
Average Loss = 49.816:  83%|████████▎ | 20833/25000 [06:28<01:14, 56.08it/s]
Average Loss = 49.816:  83%|████████▎ | 20839/25000 [06:28<01:14, 55.72it/s]
Average Loss = 49.816:  83%|████████▎ | 20839/25000 [06:28<01:14, 55.72it/s]
Average Loss = 49.816:  83%|████████▎ | 20839/25000 [06:28<01:14, 55.72it/s]
Average Loss = 49.816:  83%|████████▎ | 20845/25000 [06:28<01:14, 55.81it/s]
Average Loss = 49.805:  83%|████████▎ | 20845/25000 [06:28<01:14, 55.81it/s]
Average Loss = 49.805:  83%|████████▎ | 20845/25000 [06:28<01:14, 55.81it/s]
Average Loss = 49.805:  83%|████████▎ | 20851/25000 [06:28<01:14, 56.06it/s]
Average Loss = 49.805:  83%|████████▎ | 20857/25000 [06:28<01:13, 56.16it/s]
Average Loss = 49.798:  83%|████████▎ | 20857/25000 [06:28<01:13, 56.16it/s]
Average Loss = 49.798:  83%|████████▎ | 20857/25000 [06:28<01:13, 56.16it/s]
Average Loss = 49.798:  83%|████████▎ | 20863/25000 [06:28<01:13, 56.14it/s]
Average Loss = 49.798:  83%|████████▎ | 20869/25000 [06:28<01:13, 56.35it/s]
Average Loss = 49.808:  83%|████████▎ | 20869/25000 [06:29<01:13, 56.35it/s]
Average Loss = 49.808:  83%|████████▎ | 20869/25000 [06:29<01:13, 56.35it/s]
Average Loss = 49.808:  84%|████████▎ | 20875/25000 [06:29<01:13, 56.29it/s]
Average Loss = 49.818:  84%|████████▎ | 20875/25000 [06:29<01:13, 56.29it/s]
Average Loss = 49.818:  84%|████████▎ | 20875/25000 [06:29<01:13, 56.29it/s]
Average Loss = 49.818:  84%|████████▎ | 20881/25000 [06:29<01:13, 56.34it/s]
Average Loss = 49.818:  84%|████████▎ | 20887/25000 [06:29<01:12, 56.43it/s]
Average Loss = 49.817:  84%|████████▎ | 20887/25000 [06:29<01:12, 56.43it/s]
Average Loss = 49.817:  84%|████████▎ | 20887/25000 [06:29<01:12, 56.43it/s]
Average Loss = 49.817:  84%|████████▎ | 20893/25000 [06:29<01:12, 56.38it/s]
Average Loss = 49.817:  84%|████████▎ | 20899/25000 [06:29<01:12, 56.39it/s]
Average Loss = 49.822:  84%|████████▎ | 20899/25000 [06:29<01:12, 56.39it/s]
Average Loss = 49.822:  84%|████████▎ | 20899/25000 [06:29<01:12, 56.39it/s]
Average Loss = 49.822:  84%|████████▎ | 20905/25000 [06:29<01:12, 56.27it/s]
Average Loss = 49.816:  84%|████████▎ | 20905/25000 [06:29<01:12, 56.27it/s]
Average Loss = 49.816:  84%|████████▎ | 20905/25000 [06:29<01:12, 56.27it/s]
Average Loss = 49.816:  84%|████████▎ | 20911/25000 [06:29<01:12, 56.22it/s]
Average Loss = 49.816:  84%|████████▎ | 20917/25000 [06:29<01:12, 56.34it/s]
Average Loss = 49.813:  84%|████████▎ | 20917/25000 [06:29<01:12, 56.34it/s]
Average Loss = 49.813:  84%|████████▎ | 20917/25000 [06:29<01:12, 56.34it/s]
Average Loss = 49.813:  84%|████████▎ | 20923/25000 [06:29<01:12, 56.28it/s]
Average Loss = 49.813:  84%|████████▎ | 20929/25000 [06:30<01:12, 56.39it/s]
Average Loss = 49.804:  84%|████████▎ | 20929/25000 [06:30<01:12, 56.39it/s]
Average Loss = 49.804:  84%|████████▎ | 20929/25000 [06:30<01:12, 56.39it/s]
Average Loss = 49.804:  84%|████████▎ | 20935/25000 [06:30<01:12, 56.35it/s]
Average Loss = 49.812:  84%|████████▎ | 20935/25000 [06:30<01:12, 56.35it/s]
Average Loss = 49.812:  84%|████████▎ | 20935/25000 [06:30<01:12, 56.35it/s]
Average Loss = 49.812:  84%|████████▍ | 20941/25000 [06:30<01:11, 56.38it/s]
Average Loss = 49.812:  84%|████████▍ | 20947/25000 [06:30<01:12, 55.99it/s]
Average Loss = 49.793:  84%|████████▍ | 20947/25000 [06:30<01:12, 55.99it/s]
Average Loss = 49.793:  84%|████████▍ | 20947/25000 [06:30<01:12, 55.99it/s]
Average Loss = 49.793:  84%|████████▍ | 20953/25000 [06:30<01:12, 56.04it/s]
Average Loss = 49.793:  84%|████████▍ | 20959/25000 [06:30<01:11, 56.19it/s]
Average Loss = 49.778:  84%|████████▍ | 20959/25000 [06:30<01:11, 56.19it/s]
Average Loss = 49.778:  84%|████████▍ | 20959/25000 [06:30<01:11, 56.19it/s]
Average Loss = 49.778:  84%|████████▍ | 20965/25000 [06:30<01:11, 56.20it/s]
Average Loss = 49.785:  84%|████████▍ | 20965/25000 [06:30<01:11, 56.20it/s]
Average Loss = 49.785:  84%|████████▍ | 20965/25000 [06:30<01:11, 56.20it/s]
Average Loss = 49.785:  84%|████████▍ | 20971/25000 [06:30<01:11, 56.18it/s]
Average Loss = 49.785:  84%|████████▍ | 20977/25000 [06:30<01:11, 56.30it/s]
Average Loss = 49.779:  84%|████████▍ | 20977/25000 [06:30<01:11, 56.30it/s]
Average Loss = 49.779:  84%|████████▍ | 20977/25000 [06:30<01:11, 56.30it/s]
Average Loss = 49.779:  84%|████████▍ | 20983/25000 [06:31<01:11, 56.21it/s]
Average Loss = 49.779:  84%|████████▍ | 20989/25000 [06:31<01:11, 56.41it/s]
Average Loss = 49.773:  84%|████████▍ | 20989/25000 [06:31<01:11, 56.41it/s]
Average Loss = 49.773:  84%|████████▍ | 20989/25000 [06:31<01:11, 56.41it/s]
Average Loss = 49.773:  84%|████████▍ | 20995/25000 [06:31<01:11, 56.17it/s]
Average Loss = 49.779:  84%|████████▍ | 20995/25000 [06:31<01:11, 56.17it/s]
Average Loss = 49.779:  84%|████████▍ | 20995/25000 [06:31<01:11, 56.17it/s]
Average Loss = 49.779:  84%|████████▍ | 21001/25000 [06:31<01:11, 56.26it/s]
Average Loss = 49.779:  84%|████████▍ | 21007/25000 [06:31<01:10, 56.39it/s]
Average Loss = 49.779:  84%|████████▍ | 21007/25000 [06:31<01:10, 56.39it/s]
Average Loss = 49.779:  84%|████████▍ | 21007/25000 [06:31<01:10, 56.39it/s]
Average Loss = 49.779:  84%|████████▍ | 21013/25000 [06:31<01:10, 56.32it/s]
Average Loss = 49.779:  84%|████████▍ | 21019/25000 [06:31<01:10, 56.36it/s]
Average Loss = 49.766:  84%|████████▍ | 21019/25000 [06:31<01:10, 56.36it/s]
Average Loss = 49.766:  84%|████████▍ | 21019/25000 [06:31<01:10, 56.36it/s]
Average Loss = 49.766:  84%|████████▍ | 21025/25000 [06:31<01:10, 56.30it/s]
Average Loss = 49.761:  84%|████████▍ | 21025/25000 [06:31<01:10, 56.30it/s]
Average Loss = 49.761:  84%|████████▍ | 21025/25000 [06:31<01:10, 56.30it/s]
Average Loss = 49.761:  84%|████████▍ | 21031/25000 [06:31<01:10, 56.40it/s]
Average Loss = 49.761:  84%|████████▍ | 21037/25000 [06:31<01:10, 56.44it/s]
Average Loss = 49.758:  84%|████████▍ | 21037/25000 [06:32<01:10, 56.44it/s]
Average Loss = 49.758:  84%|████████▍ | 21037/25000 [06:32<01:10, 56.44it/s]
Average Loss = 49.758:  84%|████████▍ | 21043/25000 [06:32<01:10, 56.32it/s]
Average Loss = 49.758:  84%|████████▍ | 21049/25000 [06:32<01:10, 56.43it/s]
Average Loss = 49.746:  84%|████████▍ | 21049/25000 [06:32<01:10, 56.43it/s]
Average Loss = 49.746:  84%|████████▍ | 21049/25000 [06:32<01:10, 56.43it/s]
Average Loss = 49.746:  84%|████████▍ | 21055/25000 [06:32<01:10, 56.30it/s]
Average Loss = 49.721:  84%|████████▍ | 21055/25000 [06:32<01:10, 56.30it/s]
Average Loss = 49.721:  84%|████████▍ | 21055/25000 [06:32<01:10, 56.30it/s]
Average Loss = 49.721:  84%|████████▍ | 21061/25000 [06:32<01:10, 55.54it/s]
Average Loss = 49.721:  84%|████████▍ | 21067/25000 [06:32<01:10, 55.81it/s]
Average Loss = 49.728:  84%|████████▍ | 21067/25000 [06:32<01:10, 55.81it/s]
Average Loss = 49.728:  84%|████████▍ | 21067/25000 [06:32<01:10, 55.81it/s]
Average Loss = 49.728:  84%|████████▍ | 21073/25000 [06:32<01:10, 55.91it/s]
Average Loss = 49.728:  84%|████████▍ | 21079/25000 [06:32<01:09, 56.08it/s]
Average Loss = 49.701:  84%|████████▍ | 21079/25000 [06:32<01:09, 56.08it/s]
Average Loss = 49.701:  84%|████████▍ | 21079/25000 [06:32<01:09, 56.08it/s]
Average Loss = 49.701:  84%|████████▍ | 21085/25000 [06:32<01:09, 56.09it/s]
Average Loss = 49.693:  84%|████████▍ | 21085/25000 [06:32<01:09, 56.09it/s]
Average Loss = 49.693:  84%|████████▍ | 21085/25000 [06:32<01:09, 56.09it/s]
Average Loss = 49.693:  84%|████████▍ | 21091/25000 [06:32<01:09, 56.16it/s]
Average Loss = 49.693:  84%|████████▍ | 21097/25000 [06:33<01:09, 56.27it/s]
Average Loss = 49.69:  84%|████████▍ | 21097/25000 [06:33<01:09, 56.27it/s] 
Average Loss = 49.69:  84%|████████▍ | 21097/25000 [06:33<01:09, 56.27it/s]
Average Loss = 49.69:  84%|████████▍ | 21103/25000 [06:33<01:09, 56.25it/s]
Average Loss = 49.69:  84%|████████▍ | 21109/25000 [06:33<01:09, 56.21it/s]
Average Loss = 49.68:  84%|████████▍ | 21109/25000 [06:33<01:09, 56.21it/s]
Average Loss = 49.68:  84%|████████▍ | 21109/25000 [06:33<01:09, 56.21it/s]
Average Loss = 49.68:  84%|████████▍ | 21115/25000 [06:33<01:09, 56.13it/s]
Average Loss = 49.673:  84%|████████▍ | 21115/25000 [06:33<01:09, 56.13it/s]
Average Loss = 49.673:  84%|████████▍ | 21115/25000 [06:33<01:09, 56.13it/s]
Average Loss = 49.673:  84%|████████▍ | 21121/25000 [06:33<01:09, 56.17it/s]
Average Loss = 49.673:  85%|████████▍ | 21127/25000 [06:33<01:08, 56.29it/s]
Average Loss = 49.675:  85%|████████▍ | 21127/25000 [06:33<01:08, 56.29it/s]
Average Loss = 49.675:  85%|████████▍ | 21127/25000 [06:33<01:08, 56.29it/s]
Average Loss = 49.675:  85%|████████▍ | 21133/25000 [06:33<01:08, 56.10it/s]
Average Loss = 49.675:  85%|████████▍ | 21139/25000 [06:33<01:08, 56.26it/s]
Average Loss = 49.656:  85%|████████▍ | 21139/25000 [06:33<01:08, 56.26it/s]
Average Loss = 49.656:  85%|████████▍ | 21139/25000 [06:33<01:08, 56.26it/s]
Average Loss = 49.656:  85%|████████▍ | 21145/25000 [06:33<01:08, 56.25it/s]
Average Loss = 49.655:  85%|████████▍ | 21145/25000 [06:33<01:08, 56.25it/s]
Average Loss = 49.655:  85%|████████▍ | 21145/25000 [06:33<01:08, 56.25it/s]
Average Loss = 49.655:  85%|████████▍ | 21151/25000 [06:33<01:08, 56.32it/s]
Average Loss = 49.655:  85%|████████▍ | 21157/25000 [06:34<01:08, 56.32it/s]
Average Loss = 49.64:  85%|████████▍ | 21157/25000 [06:34<01:08, 56.32it/s] 
Average Loss = 49.64:  85%|████████▍ | 21157/25000 [06:34<01:08, 56.32it/s]
Average Loss = 49.64:  85%|████████▍ | 21163/25000 [06:34<01:08, 56.31it/s]
Average Loss = 49.64:  85%|████████▍ | 21169/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.637:  85%|████████▍ | 21169/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.637:  85%|████████▍ | 21169/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.637:  85%|████████▍ | 21175/25000 [06:34<01:07, 56.30it/s]
Average Loss = 49.638:  85%|████████▍ | 21175/25000 [06:34<01:07, 56.30it/s]
Average Loss = 49.638:  85%|████████▍ | 21175/25000 [06:34<01:07, 56.30it/s]
Average Loss = 49.638:  85%|████████▍ | 21181/25000 [06:34<01:07, 56.31it/s]
Average Loss = 49.638:  85%|████████▍ | 21187/25000 [06:34<01:07, 56.34it/s]
Average Loss = 49.634:  85%|████████▍ | 21187/25000 [06:34<01:07, 56.34it/s]
Average Loss = 49.634:  85%|████████▍ | 21187/25000 [06:34<01:07, 56.34it/s]
Average Loss = 49.634:  85%|████████▍ | 21193/25000 [06:34<01:07, 56.28it/s]
Average Loss = 49.634:  85%|████████▍ | 21199/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.654:  85%|████████▍ | 21199/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.654:  85%|████████▍ | 21199/25000 [06:34<01:07, 56.42it/s]
Average Loss = 49.654:  85%|████████▍ | 21205/25000 [06:34<01:07, 56.40it/s]
Average Loss = 49.666:  85%|████████▍ | 21205/25000 [06:35<01:07, 56.40it/s]
Average Loss = 49.666:  85%|████████▍ | 21205/25000 [06:35<01:07, 56.40it/s]
Average Loss = 49.666:  85%|████████▍ | 21211/25000 [06:35<01:07, 56.44it/s]
Average Loss = 49.666:  85%|████████▍ | 21217/25000 [06:35<01:07, 56.36it/s]
Average Loss = 49.658:  85%|████████▍ | 21217/25000 [06:35<01:07, 56.36it/s]
Average Loss = 49.658:  85%|████████▍ | 21217/25000 [06:35<01:07, 56.36it/s]
Average Loss = 49.658:  85%|████████▍ | 21223/25000 [06:35<01:07, 56.25it/s]
Average Loss = 49.658:  85%|████████▍ | 21229/25000 [06:35<01:06, 56.44it/s]
Average Loss = 49.646:  85%|████████▍ | 21229/25000 [06:35<01:06, 56.44it/s]
Average Loss = 49.646:  85%|████████▍ | 21229/25000 [06:35<01:06, 56.44it/s]
Average Loss = 49.646:  85%|████████▍ | 21235/25000 [06:35<01:06, 56.45it/s]
Average Loss = 49.653:  85%|████████▍ | 21235/25000 [06:35<01:06, 56.45it/s]
Average Loss = 49.653:  85%|████████▍ | 21235/25000 [06:35<01:06, 56.45it/s]
Average Loss = 49.653:  85%|████████▍ | 21241/25000 [06:35<01:06, 56.47it/s]
Average Loss = 49.653:  85%|████████▍ | 21247/25000 [06:35<01:06, 56.48it/s]
Average Loss = 49.653:  85%|████████▍ | 21247/25000 [06:35<01:06, 56.48it/s]
Average Loss = 49.653:  85%|████████▍ | 21247/25000 [06:35<01:06, 56.48it/s]
Average Loss = 49.653:  85%|████████▌ | 21253/25000 [06:35<01:06, 56.37it/s]
Average Loss = 49.653:  85%|████████▌ | 21259/25000 [06:35<01:06, 56.47it/s]
Average Loss = 49.646:  85%|████████▌ | 21259/25000 [06:35<01:06, 56.47it/s]
Average Loss = 49.646:  85%|████████▌ | 21259/25000 [06:35<01:06, 56.47it/s]
Average Loss = 49.646:  85%|████████▌ | 21265/25000 [06:36<01:06, 56.41it/s]
Average Loss = 49.627:  85%|████████▌ | 21265/25000 [06:36<01:06, 56.41it/s]
Average Loss = 49.627:  85%|████████▌ | 21265/25000 [06:36<01:06, 56.41it/s]
Average Loss = 49.627:  85%|████████▌ | 21271/25000 [06:36<01:06, 56.41it/s]
Average Loss = 49.627:  85%|████████▌ | 21277/25000 [06:36<01:05, 56.44it/s]
Average Loss = 49.606:  85%|████████▌ | 21277/25000 [06:36<01:05, 56.44it/s]
Average Loss = 49.606:  85%|████████▌ | 21277/25000 [06:36<01:05, 56.44it/s]
Average Loss = 49.606:  85%|████████▌ | 21283/25000 [06:36<01:05, 56.42it/s]
Average Loss = 49.606:  85%|████████▌ | 21289/25000 [06:36<01:06, 55.92it/s]
Average Loss = 49.608:  85%|████████▌ | 21289/25000 [06:36<01:06, 55.92it/s]
Average Loss = 49.608:  85%|████████▌ | 21289/25000 [06:36<01:06, 55.92it/s]
Average Loss = 49.608:  85%|████████▌ | 21295/25000 [06:36<01:06, 55.96it/s]
Average Loss = 49.607:  85%|████████▌ | 21295/25000 [06:36<01:06, 55.96it/s]
Average Loss = 49.607:  85%|████████▌ | 21295/25000 [06:36<01:06, 55.96it/s]
Average Loss = 49.607:  85%|████████▌ | 21301/25000 [06:36<01:05, 56.16it/s]
Average Loss = 49.607:  85%|████████▌ | 21307/25000 [06:36<01:05, 56.29it/s]
Average Loss = 49.611:  85%|████████▌ | 21307/25000 [06:36<01:05, 56.29it/s]
Average Loss = 49.611:  85%|████████▌ | 21307/25000 [06:36<01:05, 56.29it/s]
Average Loss = 49.611:  85%|████████▌ | 21313/25000 [06:36<01:05, 56.31it/s]
Average Loss = 49.611:  85%|████████▌ | 21319/25000 [06:36<01:05, 56.36it/s]
Average Loss = 49.609:  85%|████████▌ | 21319/25000 [06:37<01:05, 56.36it/s]
Average Loss = 49.609:  85%|████████▌ | 21319/25000 [06:37<01:05, 56.36it/s]
Average Loss = 49.609:  85%|████████▌ | 21325/25000 [06:37<01:05, 56.35it/s]
Average Loss = 49.624:  85%|████████▌ | 21325/25000 [06:37<01:05, 56.35it/s]
Average Loss = 49.624:  85%|████████▌ | 21325/25000 [06:37<01:05, 56.35it/s]
Average Loss = 49.624:  85%|████████▌ | 21331/25000 [06:37<01:05, 56.35it/s]
Average Loss = 49.624:  85%|████████▌ | 21337/25000 [06:37<01:04, 56.38it/s]
Average Loss = 49.619:  85%|████████▌ | 21337/25000 [06:37<01:04, 56.38it/s]
Average Loss = 49.619:  85%|████████▌ | 21337/25000 [06:37<01:04, 56.38it/s]
Average Loss = 49.619:  85%|████████▌ | 21343/25000 [06:37<01:04, 56.30it/s]
Average Loss = 49.619:  85%|████████▌ | 21349/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.595:  85%|████████▌ | 21349/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.595:  85%|████████▌ | 21349/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.595:  85%|████████▌ | 21355/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.591:  85%|████████▌ | 21355/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.591:  85%|████████▌ | 21355/25000 [06:37<01:04, 56.41it/s]
Average Loss = 49.591:  85%|████████▌ | 21361/25000 [06:37<01:04, 56.47it/s]
Average Loss = 49.591:  85%|████████▌ | 21367/25000 [06:37<01:04, 56.56it/s]
Average Loss = 49.591:  85%|████████▌ | 21367/25000 [06:37<01:04, 56.56it/s]
Average Loss = 49.591:  85%|████████▌ | 21367/25000 [06:37<01:04, 56.56it/s]
Average Loss = 49.591:  85%|████████▌ | 21373/25000 [06:37<01:04, 56.45it/s]
Average Loss = 49.591:  86%|████████▌ | 21379/25000 [06:38<01:04, 56.53it/s]
Average Loss = 49.565:  86%|████████▌ | 21379/25000 [06:38<01:04, 56.53it/s]
Average Loss = 49.565:  86%|████████▌ | 21379/25000 [06:38<01:04, 56.53it/s]
Average Loss = 49.565:  86%|████████▌ | 21385/25000 [06:38<01:04, 56.48it/s]
Average Loss = 49.558:  86%|████████▌ | 21385/25000 [06:38<01:04, 56.48it/s]
Average Loss = 49.558:  86%|████████▌ | 21385/25000 [06:38<01:04, 56.48it/s]
Average Loss = 49.558:  86%|████████▌ | 21391/25000 [06:38<01:04, 56.26it/s]
Average Loss = 49.558:  86%|████████▌ | 21397/25000 [06:38<01:04, 55.99it/s]
Average Loss = 49.572:  86%|████████▌ | 21397/25000 [06:38<01:04, 55.99it/s]
Average Loss = 49.572:  86%|████████▌ | 21397/25000 [06:38<01:04, 55.99it/s]
Average Loss = 49.572:  86%|████████▌ | 21403/25000 [06:38<01:04, 56.10it/s]
Average Loss = 49.572:  86%|████████▌ | 21409/25000 [06:38<01:03, 56.21it/s]
Average Loss = 49.565:  86%|████████▌ | 21409/25000 [06:38<01:03, 56.21it/s]
Average Loss = 49.565:  86%|████████▌ | 21409/25000 [06:38<01:03, 56.21it/s]
Average Loss = 49.565:  86%|████████▌ | 21415/25000 [06:38<01:03, 56.15it/s]
Average Loss = 49.557:  86%|████████▌ | 21415/25000 [06:38<01:03, 56.15it/s]
Average Loss = 49.557:  86%|████████▌ | 21415/25000 [06:38<01:03, 56.15it/s]
Average Loss = 49.557:  86%|████████▌ | 21421/25000 [06:38<01:03, 56.16it/s]
Average Loss = 49.557:  86%|████████▌ | 21427/25000 [06:38<01:03, 56.27it/s]
Average Loss = 49.578:  86%|████████▌ | 21427/25000 [06:38<01:03, 56.27it/s]
Average Loss = 49.578:  86%|████████▌ | 21427/25000 [06:38<01:03, 56.27it/s]
Average Loss = 49.578:  86%|████████▌ | 21433/25000 [06:39<01:03, 56.18it/s]
Average Loss = 49.578:  86%|████████▌ | 21439/25000 [06:39<01:03, 56.27it/s]
Average Loss = 49.589:  86%|████████▌ | 21439/25000 [06:39<01:03, 56.27it/s]
Average Loss = 49.589:  86%|████████▌ | 21439/25000 [06:39<01:03, 56.27it/s]
Average Loss = 49.589:  86%|████████▌ | 21445/25000 [06:39<01:03, 56.15it/s]
Average Loss = 49.581:  86%|████████▌ | 21445/25000 [06:39<01:03, 56.15it/s]
Average Loss = 49.581:  86%|████████▌ | 21445/25000 [06:39<01:03, 56.15it/s]
Average Loss = 49.581:  86%|████████▌ | 21451/25000 [06:39<01:03, 56.20it/s]
Average Loss = 49.581:  86%|████████▌ | 21457/25000 [06:39<01:02, 56.31it/s]
Average Loss = 49.576:  86%|████████▌ | 21457/25000 [06:39<01:02, 56.31it/s]
Average Loss = 49.576:  86%|████████▌ | 21457/25000 [06:39<01:02, 56.31it/s]
Average Loss = 49.576:  86%|████████▌ | 21463/25000 [06:39<01:02, 56.24it/s]
Average Loss = 49.576:  86%|████████▌ | 21469/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.571:  86%|████████▌ | 21469/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.571:  86%|████████▌ | 21469/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.571:  86%|████████▌ | 21475/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.574:  86%|████████▌ | 21475/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.574:  86%|████████▌ | 21475/25000 [06:39<01:02, 56.40it/s]
Average Loss = 49.574:  86%|████████▌ | 21481/25000 [06:39<01:02, 56.45it/s]
Average Loss = 49.574:  86%|████████▌ | 21487/25000 [06:39<01:02, 56.49it/s]
Average Loss = 49.579:  86%|████████▌ | 21487/25000 [06:40<01:02, 56.49it/s]
Average Loss = 49.579:  86%|████████▌ | 21487/25000 [06:40<01:02, 56.49it/s]
Average Loss = 49.579:  86%|████████▌ | 21493/25000 [06:40<01:02, 56.46it/s]
Average Loss = 49.579:  86%|████████▌ | 21499/25000 [06:40<01:01, 56.52it/s]
Average Loss = 49.597:  86%|████████▌ | 21499/25000 [06:40<01:01, 56.52it/s]
Average Loss = 49.597:  86%|████████▌ | 21499/25000 [06:40<01:01, 56.52it/s]
Average Loss = 49.597:  86%|████████▌ | 21505/25000 [06:40<01:01, 56.40it/s]
Average Loss = 49.588:  86%|████████▌ | 21505/25000 [06:40<01:01, 56.40it/s]
Average Loss = 49.588:  86%|████████▌ | 21505/25000 [06:40<01:01, 56.40it/s]
Average Loss = 49.588:  86%|████████▌ | 21511/25000 [06:40<01:02, 55.82it/s]
Average Loss = 49.588:  86%|████████▌ | 21517/25000 [06:40<01:02, 56.07it/s]
Average Loss = 49.583:  86%|████████▌ | 21517/25000 [06:40<01:02, 56.07it/s]
Average Loss = 49.583:  86%|████████▌ | 21517/25000 [06:40<01:02, 56.07it/s]
Average Loss = 49.583:  86%|████████▌ | 21523/25000 [06:40<01:01, 56.18it/s]
Average Loss = 49.583:  86%|████████▌ | 21529/25000 [06:40<01:01, 56.34it/s]
Average Loss = 49.587:  86%|████████▌ | 21529/25000 [06:40<01:01, 56.34it/s]
Average Loss = 49.587:  86%|████████▌ | 21529/25000 [06:40<01:01, 56.34it/s]
Average Loss = 49.587:  86%|████████▌ | 21535/25000 [06:40<01:01, 56.27it/s]
Average Loss = 49.58:  86%|████████▌ | 21535/25000 [06:40<01:01, 56.27it/s] 
Average Loss = 49.58:  86%|████████▌ | 21535/25000 [06:40<01:01, 56.27it/s]
Average Loss = 49.58:  86%|████████▌ | 21541/25000 [06:40<01:01, 56.36it/s]
Average Loss = 49.58:  86%|████████▌ | 21547/25000 [06:41<01:01, 56.28it/s]
Average Loss = 49.604:  86%|████████▌ | 21547/25000 [06:41<01:01, 56.28it/s]
Average Loss = 49.604:  86%|████████▌ | 21547/25000 [06:41<01:01, 56.28it/s]
Average Loss = 49.604:  86%|████████▌ | 21553/25000 [06:41<01:01, 56.29it/s]
Average Loss = 49.604:  86%|████████▌ | 21559/25000 [06:41<01:01, 56.37it/s]
Average Loss = 49.595:  86%|████████▌ | 21559/25000 [06:41<01:01, 56.37it/s]
Average Loss = 49.595:  86%|████████▌ | 21559/25000 [06:41<01:01, 56.37it/s]
Average Loss = 49.595:  86%|████████▋ | 21565/25000 [06:41<01:00, 56.31it/s]
Average Loss = 49.599:  86%|████████▋ | 21565/25000 [06:41<01:00, 56.31it/s]
Average Loss = 49.599:  86%|████████▋ | 21565/25000 [06:41<01:00, 56.31it/s]
Average Loss = 49.599:  86%|████████▋ | 21571/25000 [06:41<01:00, 56.31it/s]
Average Loss = 49.599:  86%|████████▋ | 21577/25000 [06:41<01:00, 56.40it/s]
Average Loss = 49.602:  86%|████████▋ | 21577/25000 [06:41<01:00, 56.40it/s]
Average Loss = 49.602:  86%|████████▋ | 21577/25000 [06:41<01:00, 56.40it/s]
Average Loss = 49.602:  86%|████████▋ | 21583/25000 [06:41<01:00, 56.34it/s]
Average Loss = 49.602:  86%|████████▋ | 21589/25000 [06:41<01:00, 56.39it/s]
Average Loss = 49.607:  86%|████████▋ | 21589/25000 [06:41<01:00, 56.39it/s]
Average Loss = 49.607:  86%|████████▋ | 21589/25000 [06:41<01:00, 56.39it/s]
Average Loss = 49.607:  86%|████████▋ | 21595/25000 [06:41<01:00, 56.37it/s]
Average Loss = 49.612:  86%|████████▋ | 21595/25000 [06:41<01:00, 56.37it/s]
Average Loss = 49.612:  86%|████████▋ | 21595/25000 [06:41<01:00, 56.37it/s]
Average Loss = 49.612:  86%|████████▋ | 21601/25000 [06:41<01:00, 56.38it/s]
Average Loss = 49.612:  86%|████████▋ | 21607/25000 [06:42<01:00, 56.42it/s]
Average Loss = 49.604:  86%|████████▋ | 21607/25000 [06:42<01:00, 56.42it/s]
Average Loss = 49.604:  86%|████████▋ | 21607/25000 [06:42<01:00, 56.42it/s]
Average Loss = 49.604:  86%|████████▋ | 21613/25000 [06:42<01:00, 56.39it/s]
Average Loss = 49.604:  86%|████████▋ | 21619/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.606:  86%|████████▋ | 21619/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.606:  86%|████████▋ | 21619/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.606:  86%|████████▋ | 21625/25000 [06:42<00:59, 56.34it/s]
Average Loss = 49.588:  86%|████████▋ | 21625/25000 [06:42<00:59, 56.34it/s]
Average Loss = 49.588:  86%|████████▋ | 21625/25000 [06:42<00:59, 56.34it/s]
Average Loss = 49.588:  87%|████████▋ | 21631/25000 [06:42<00:59, 56.37it/s]
Average Loss = 49.588:  87%|████████▋ | 21637/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.593:  87%|████████▋ | 21637/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.593:  87%|████████▋ | 21637/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.593:  87%|████████▋ | 21643/25000 [06:42<00:59, 56.34it/s]
Average Loss = 49.593:  87%|████████▋ | 21649/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.591:  87%|████████▋ | 21649/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.591:  87%|████████▋ | 21649/25000 [06:42<00:59, 56.42it/s]
Average Loss = 49.591:  87%|████████▋ | 21655/25000 [06:42<00:59, 56.41it/s]
Average Loss = 49.586:  87%|████████▋ | 21655/25000 [06:43<00:59, 56.41it/s]
Average Loss = 49.586:  87%|████████▋ | 21655/25000 [06:43<00:59, 56.41it/s]
Average Loss = 49.586:  87%|████████▋ | 21661/25000 [06:43<00:59, 56.36it/s]
Average Loss = 49.586:  87%|████████▋ | 21667/25000 [06:43<00:59, 56.43it/s]
Average Loss = 49.592:  87%|████████▋ | 21667/25000 [06:43<00:59, 56.43it/s]
Average Loss = 49.592:  87%|████████▋ | 21667/25000 [06:43<00:59, 56.43it/s]
Average Loss = 49.592:  87%|████████▋ | 21673/25000 [06:43<00:59, 56.27it/s]
Average Loss = 49.592:  87%|████████▋ | 21679/25000 [06:43<00:58, 56.34it/s]
Average Loss = 49.588:  87%|████████▋ | 21679/25000 [06:43<00:58, 56.34it/s]
Average Loss = 49.588:  87%|████████▋ | 21679/25000 [06:43<00:58, 56.34it/s]
Average Loss = 49.588:  87%|████████▋ | 21685/25000 [06:43<00:58, 56.33it/s]
Average Loss = 49.587:  87%|████████▋ | 21685/25000 [06:43<00:58, 56.33it/s]
Average Loss = 49.587:  87%|████████▋ | 21685/25000 [06:43<00:58, 56.33it/s]
Average Loss = 49.587:  87%|████████▋ | 21691/25000 [06:43<00:58, 56.32it/s]
Average Loss = 49.587:  87%|████████▋ | 21697/25000 [06:43<00:58, 56.40it/s]
Average Loss = 49.575:  87%|████████▋ | 21697/25000 [06:43<00:58, 56.40it/s]
Average Loss = 49.575:  87%|████████▋ | 21697/25000 [06:43<00:58, 56.40it/s]
Average Loss = 49.575:  87%|████████▋ | 21703/25000 [06:43<00:58, 56.38it/s]
Average Loss = 49.575:  87%|████████▋ | 21709/25000 [06:43<00:58, 56.39it/s]
Average Loss = 49.58:  87%|████████▋ | 21709/25000 [06:43<00:58, 56.39it/s] 
Average Loss = 49.58:  87%|████████▋ | 21709/25000 [06:43<00:58, 56.39it/s]
Average Loss = 49.58:  87%|████████▋ | 21715/25000 [06:44<00:58, 56.35it/s]
Average Loss = 49.567:  87%|████████▋ | 21715/25000 [06:44<00:58, 56.35it/s]
Average Loss = 49.567:  87%|████████▋ | 21715/25000 [06:44<00:58, 56.35it/s]
Average Loss = 49.567:  87%|████████▋ | 21721/25000 [06:44<00:58, 56.36it/s]
Average Loss = 49.567:  87%|████████▋ | 21727/25000 [06:44<00:58, 56.36it/s]
Average Loss = 49.567:  87%|████████▋ | 21727/25000 [06:44<00:58, 56.36it/s]
Average Loss = 49.567:  87%|████████▋ | 21727/25000 [06:44<00:58, 56.36it/s]
Average Loss = 49.567:  87%|████████▋ | 21733/25000 [06:44<00:58, 56.27it/s]
Average Loss = 49.567:  87%|████████▋ | 21739/25000 [06:44<00:57, 56.31it/s]
Average Loss = 49.56:  87%|████████▋ | 21739/25000 [06:44<00:57, 56.31it/s] 
Average Loss = 49.56:  87%|████████▋ | 21739/25000 [06:44<00:57, 56.31it/s]
Average Loss = 49.56:  87%|████████▋ | 21745/25000 [06:44<00:57, 56.23it/s]
Average Loss = 49.563:  87%|████████▋ | 21745/25000 [06:44<00:57, 56.23it/s]
Average Loss = 49.563:  87%|████████▋ | 21745/25000 [06:44<00:57, 56.23it/s]
Average Loss = 49.563:  87%|████████▋ | 21751/25000 [06:44<00:57, 56.05it/s]
Average Loss = 49.563:  87%|████████▋ | 21757/25000 [06:44<00:57, 56.10it/s]
Average Loss = 49.565:  87%|████████▋ | 21757/25000 [06:44<00:57, 56.10it/s]
Average Loss = 49.565:  87%|████████▋ | 21757/25000 [06:44<00:57, 56.10it/s]
Average Loss = 49.565:  87%|████████▋ | 21763/25000 [06:44<00:57, 56.14it/s]
Average Loss = 49.565:  87%|████████▋ | 21769/25000 [06:44<00:57, 56.21it/s]
Average Loss = 49.59:  87%|████████▋ | 21769/25000 [06:45<00:57, 56.21it/s] 
Average Loss = 49.59:  87%|████████▋ | 21769/25000 [06:45<00:57, 56.21it/s]
Average Loss = 49.59:  87%|████████▋ | 21775/25000 [06:45<00:57, 56.01it/s]
Average Loss = 49.588:  87%|████████▋ | 21775/25000 [06:45<00:57, 56.01it/s]
Average Loss = 49.588:  87%|████████▋ | 21775/25000 [06:45<00:57, 56.01it/s]
Average Loss = 49.588:  87%|████████▋ | 21781/25000 [06:45<00:57, 56.19it/s]
Average Loss = 49.588:  87%|████████▋ | 21787/25000 [06:45<00:57, 56.28it/s]
Average Loss = 49.595:  87%|████████▋ | 21787/25000 [06:45<00:57, 56.28it/s]
Average Loss = 49.595:  87%|████████▋ | 21787/25000 [06:45<00:57, 56.28it/s]
Average Loss = 49.595:  87%|████████▋ | 21793/25000 [06:45<00:57, 56.19it/s]
Average Loss = 49.595:  87%|████████▋ | 21799/25000 [06:45<00:56, 56.37it/s]
Average Loss = 49.577:  87%|████████▋ | 21799/25000 [06:45<00:56, 56.37it/s]
Average Loss = 49.577:  87%|████████▋ | 21799/25000 [06:45<00:56, 56.37it/s]
Average Loss = 49.577:  87%|████████▋ | 21805/25000 [06:45<00:56, 56.34it/s]
Average Loss = 49.553:  87%|████████▋ | 21805/25000 [06:45<00:56, 56.34it/s]
Average Loss = 49.553:  87%|████████▋ | 21805/25000 [06:45<00:56, 56.34it/s]
Average Loss = 49.553:  87%|████████▋ | 21811/25000 [06:45<00:56, 56.40it/s]
Average Loss = 49.553:  87%|████████▋ | 21817/25000 [06:45<00:56, 56.39it/s]
Average Loss = 49.542:  87%|████████▋ | 21817/25000 [06:45<00:56, 56.39it/s]
Average Loss = 49.542:  87%|████████▋ | 21817/25000 [06:45<00:56, 56.39it/s]
Average Loss = 49.542:  87%|████████▋ | 21823/25000 [06:45<00:56, 56.32it/s]
Average Loss = 49.542:  87%|████████▋ | 21829/25000 [06:46<00:56, 56.39it/s]
Average Loss = 49.544:  87%|████████▋ | 21829/25000 [06:46<00:56, 56.39it/s]
Average Loss = 49.544:  87%|████████▋ | 21829/25000 [06:46<00:56, 56.39it/s]
Average Loss = 49.544:  87%|████████▋ | 21835/25000 [06:46<00:56, 56.28it/s]
Average Loss = 49.539:  87%|████████▋ | 21835/25000 [06:46<00:56, 56.28it/s]
Average Loss = 49.539:  87%|████████▋ | 21835/25000 [06:46<00:56, 56.28it/s]
Average Loss = 49.539:  87%|████████▋ | 21841/25000 [06:46<00:56, 56.24it/s]
Average Loss = 49.539:  87%|████████▋ | 21847/25000 [06:46<00:55, 56.33it/s]
Average Loss = 49.529:  87%|████████▋ | 21847/25000 [06:46<00:55, 56.33it/s]
Average Loss = 49.529:  87%|████████▋ | 21847/25000 [06:46<00:55, 56.33it/s]
Average Loss = 49.529:  87%|████████▋ | 21853/25000 [06:46<00:56, 55.62it/s]
Average Loss = 49.529:  87%|████████▋ | 21859/25000 [06:46<00:56, 55.96it/s]
Average Loss = 49.527:  87%|████████▋ | 21859/25000 [06:46<00:56, 55.96it/s]
Average Loss = 49.527:  87%|████████▋ | 21859/25000 [06:46<00:56, 55.96it/s]
Average Loss = 49.527:  87%|████████▋ | 21865/25000 [06:46<00:55, 56.09it/s]
Average Loss = 49.509:  87%|████████▋ | 21865/25000 [06:46<00:55, 56.09it/s]
Average Loss = 49.509:  87%|████████▋ | 21865/25000 [06:46<00:55, 56.09it/s]
Average Loss = 49.509:  87%|████████▋ | 21871/25000 [06:46<00:55, 56.13it/s]
Average Loss = 49.509:  88%|████████▊ | 21877/25000 [06:46<00:55, 56.31it/s]
Average Loss = 49.507:  88%|████████▊ | 21877/25000 [06:46<00:55, 56.31it/s]
Average Loss = 49.507:  88%|████████▊ | 21877/25000 [06:46<00:55, 56.31it/s]
Average Loss = 49.507:  88%|████████▊ | 21883/25000 [06:46<00:55, 56.36it/s]
Average Loss = 49.507:  88%|████████▊ | 21889/25000 [06:47<00:55, 56.47it/s]
Average Loss = 49.513:  88%|████████▊ | 21889/25000 [06:47<00:55, 56.47it/s]
Average Loss = 49.513:  88%|████████▊ | 21889/25000 [06:47<00:55, 56.47it/s]
Average Loss = 49.513:  88%|████████▊ | 21895/25000 [06:47<00:55, 56.42it/s]
Average Loss = 49.5:  88%|████████▊ | 21895/25000 [06:47<00:55, 56.42it/s]  
Average Loss = 49.5:  88%|████████▊ | 21895/25000 [06:47<00:55, 56.42it/s]
Average Loss = 49.5:  88%|████████▊ | 21901/25000 [06:47<00:54, 56.41it/s]
Average Loss = 49.5:  88%|████████▊ | 21907/25000 [06:47<00:54, 56.42it/s]
Average Loss = 49.492:  88%|████████▊ | 21907/25000 [06:47<00:54, 56.42it/s]
Average Loss = 49.492:  88%|████████▊ | 21907/25000 [06:47<00:54, 56.42it/s]
Average Loss = 49.492:  88%|████████▊ | 21913/25000 [06:47<00:54, 56.37it/s]
Average Loss = 49.492:  88%|████████▊ | 21919/25000 [06:47<00:54, 56.37it/s]
Average Loss = 49.499:  88%|████████▊ | 21919/25000 [06:47<00:54, 56.37it/s]
Average Loss = 49.499:  88%|████████▊ | 21919/25000 [06:47<00:54, 56.37it/s]
Average Loss = 49.499:  88%|████████▊ | 21925/25000 [06:47<00:54, 56.38it/s]
Average Loss = 49.494:  88%|████████▊ | 21925/25000 [06:47<00:54, 56.38it/s]
Average Loss = 49.494:  88%|████████▊ | 21925/25000 [06:47<00:54, 56.38it/s]
Average Loss = 49.494:  88%|████████▊ | 21931/25000 [06:47<00:54, 56.30it/s]
Average Loss = 49.494:  88%|████████▊ | 21937/25000 [06:47<00:54, 56.27it/s]
Average Loss = 49.497:  88%|████████▊ | 21937/25000 [06:48<00:54, 56.27it/s]
Average Loss = 49.497:  88%|████████▊ | 21937/25000 [06:48<00:54, 56.27it/s]
Average Loss = 49.497:  88%|████████▊ | 21943/25000 [06:48<00:54, 56.22it/s]
Average Loss = 49.497:  88%|████████▊ | 21949/25000 [06:48<00:54, 56.28it/s]
Average Loss = 49.481:  88%|████████▊ | 21949/25000 [06:48<00:54, 56.28it/s]
Average Loss = 49.481:  88%|████████▊ | 21949/25000 [06:48<00:54, 56.28it/s]
Average Loss = 49.481:  88%|████████▊ | 21955/25000 [06:48<00:54, 56.25it/s]
Average Loss = 49.471:  88%|████████▊ | 21955/25000 [06:48<00:54, 56.25it/s]
Average Loss = 49.471:  88%|████████▊ | 21955/25000 [06:48<00:54, 56.25it/s]
Average Loss = 49.471:  88%|████████▊ | 21961/25000 [06:48<00:54, 56.24it/s]
Average Loss = 49.471:  88%|████████▊ | 21967/25000 [06:48<00:53, 56.26it/s]
Average Loss = 49.467:  88%|████████▊ | 21967/25000 [06:48<00:53, 56.26it/s]
Average Loss = 49.467:  88%|████████▊ | 21967/25000 [06:48<00:53, 56.26it/s]
Average Loss = 49.467:  88%|████████▊ | 21973/25000 [06:48<00:53, 56.26it/s]
Average Loss = 49.467:  88%|████████▊ | 21979/25000 [06:48<00:53, 56.30it/s]
Average Loss = 49.492:  88%|████████▊ | 21979/25000 [06:48<00:53, 56.30it/s]
Average Loss = 49.492:  88%|████████▊ | 21979/25000 [06:48<00:53, 56.30it/s]
Average Loss = 49.492:  88%|████████▊ | 21985/25000 [06:48<00:53, 56.34it/s]
Average Loss = 49.488:  88%|████████▊ | 21985/25000 [06:48<00:53, 56.34it/s]
Average Loss = 49.488:  88%|████████▊ | 21985/25000 [06:48<00:53, 56.34it/s]
Average Loss = 49.488:  88%|████████▊ | 21991/25000 [06:48<00:53, 56.34it/s]
Average Loss = 49.488:  88%|████████▊ | 21997/25000 [06:49<00:53, 56.37it/s]
Average Loss = 49.49:  88%|████████▊ | 21997/25000 [06:49<00:53, 56.37it/s] 
Average Loss = 49.49:  88%|████████▊ | 21997/25000 [06:49<00:53, 56.37it/s]
Average Loss = 49.49:  88%|████████▊ | 22003/25000 [06:49<00:53, 56.26it/s]
Average Loss = 49.49:  88%|████████▊ | 22009/25000 [06:49<00:53, 56.31it/s]
Average Loss = 49.49:  88%|████████▊ | 22009/25000 [06:49<00:53, 56.31it/s]
Average Loss = 49.49:  88%|████████▊ | 22009/25000 [06:49<00:53, 56.31it/s]
Average Loss = 49.49:  88%|████████▊ | 22015/25000 [06:49<00:53, 56.23it/s]
Average Loss = 49.493:  88%|████████▊ | 22015/25000 [06:49<00:53, 56.23it/s]
Average Loss = 49.493:  88%|████████▊ | 22015/25000 [06:49<00:53, 56.23it/s]
Average Loss = 49.493:  88%|████████▊ | 22021/25000 [06:49<00:52, 56.24it/s]
Average Loss = 49.493:  88%|████████▊ | 22027/25000 [06:49<00:52, 56.31it/s]
Average Loss = 49.483:  88%|████████▊ | 22027/25000 [06:49<00:52, 56.31it/s]
Average Loss = 49.483:  88%|████████▊ | 22027/25000 [06:49<00:52, 56.31it/s]
Average Loss = 49.483:  88%|████████▊ | 22033/25000 [06:49<00:52, 56.22it/s]
Average Loss = 49.483:  88%|████████▊ | 22039/25000 [06:49<00:52, 56.28it/s]
Average Loss = 49.498:  88%|████████▊ | 22039/25000 [06:49<00:52, 56.28it/s]
Average Loss = 49.498:  88%|████████▊ | 22039/25000 [06:49<00:52, 56.28it/s]
Average Loss = 49.498:  88%|████████▊ | 22045/25000 [06:49<00:52, 56.18it/s]
Average Loss = 49.509:  88%|████████▊ | 22045/25000 [06:49<00:52, 56.18it/s]
Average Loss = 49.509:  88%|████████▊ | 22045/25000 [06:49<00:52, 56.18it/s]
Average Loss = 49.509:  88%|████████▊ | 22051/25000 [06:49<00:52, 56.25it/s]
Average Loss = 49.509:  88%|████████▊ | 22057/25000 [06:50<00:52, 56.26it/s]
Average Loss = 49.517:  88%|████████▊ | 22057/25000 [06:50<00:52, 56.26it/s]
Average Loss = 49.517:  88%|████████▊ | 22057/25000 [06:50<00:52, 56.26it/s]
Average Loss = 49.517:  88%|████████▊ | 22063/25000 [06:50<00:52, 56.09it/s]
Average Loss = 49.517:  88%|████████▊ | 22069/25000 [06:50<00:52, 56.18it/s]
Average Loss = 49.506:  88%|████████▊ | 22069/25000 [06:50<00:52, 56.18it/s]
Average Loss = 49.506:  88%|████████▊ | 22069/25000 [06:50<00:52, 56.18it/s]
Average Loss = 49.506:  88%|████████▊ | 22075/25000 [06:50<00:52, 55.73it/s]
Average Loss = 49.509:  88%|████████▊ | 22075/25000 [06:50<00:52, 55.73it/s]
Average Loss = 49.509:  88%|████████▊ | 22075/25000 [06:50<00:52, 55.73it/s]
Average Loss = 49.509:  88%|████████▊ | 22081/25000 [06:50<00:52, 55.93it/s]
Average Loss = 49.509:  88%|████████▊ | 22087/25000 [06:50<00:51, 56.18it/s]
Average Loss = 49.508:  88%|████████▊ | 22087/25000 [06:50<00:51, 56.18it/s]
Average Loss = 49.508:  88%|████████▊ | 22087/25000 [06:50<00:51, 56.18it/s]
Average Loss = 49.508:  88%|████████▊ | 22093/25000 [06:50<00:51, 56.14it/s]
Average Loss = 49.508:  88%|████████▊ | 22099/25000 [06:50<00:51, 56.29it/s]
Average Loss = 49.525:  88%|████████▊ | 22099/25000 [06:50<00:51, 56.29it/s]
Average Loss = 49.525:  88%|████████▊ | 22099/25000 [06:50<00:51, 56.29it/s]
Average Loss = 49.525:  88%|████████▊ | 22105/25000 [06:50<00:51, 56.32it/s]
Average Loss = 49.515:  88%|████████▊ | 22105/25000 [06:51<00:51, 56.32it/s]
Average Loss = 49.515:  88%|████████▊ | 22105/25000 [06:51<00:51, 56.32it/s]
Average Loss = 49.515:  88%|████████▊ | 22111/25000 [06:51<00:51, 56.37it/s]
Average Loss = 49.515:  88%|████████▊ | 22117/25000 [06:51<00:51, 56.33it/s]
Average Loss = 49.527:  88%|████████▊ | 22117/25000 [06:51<00:51, 56.33it/s]
Average Loss = 49.527:  88%|████████▊ | 22117/25000 [06:51<00:51, 56.33it/s]
Average Loss = 49.527:  88%|████████▊ | 22123/25000 [06:51<00:51, 55.97it/s]
Average Loss = 49.527:  89%|████████▊ | 22129/25000 [06:51<00:51, 56.14it/s]
Average Loss = 49.532:  89%|████████▊ | 22129/25000 [06:51<00:51, 56.14it/s]
Average Loss = 49.532:  89%|████████▊ | 22129/25000 [06:51<00:51, 56.14it/s]
Average Loss = 49.532:  89%|████████▊ | 22135/25000 [06:51<00:51, 56.17it/s]
Average Loss = 49.541:  89%|████████▊ | 22135/25000 [06:51<00:51, 56.17it/s]
Average Loss = 49.541:  89%|████████▊ | 22135/25000 [06:51<00:51, 56.17it/s]
Average Loss = 49.541:  89%|████████▊ | 22141/25000 [06:51<00:50, 56.24it/s]
Average Loss = 49.541:  89%|████████▊ | 22147/25000 [06:51<00:50, 56.32it/s]
Average Loss = 49.559:  89%|████████▊ | 22147/25000 [06:51<00:50, 56.32it/s]
Average Loss = 49.559:  89%|████████▊ | 22147/25000 [06:51<00:50, 56.32it/s]
Average Loss = 49.559:  89%|████████▊ | 22153/25000 [06:51<00:50, 56.29it/s]
Average Loss = 49.559:  89%|████████▊ | 22159/25000 [06:51<00:50, 56.26it/s]
Average Loss = 49.556:  89%|████████▊ | 22159/25000 [06:51<00:50, 56.26it/s]
Average Loss = 49.556:  89%|████████▊ | 22159/25000 [06:51<00:50, 56.26it/s]
Average Loss = 49.556:  89%|████████▊ | 22165/25000 [06:52<00:50, 55.98it/s]
Average Loss = 49.561:  89%|████████▊ | 22165/25000 [06:52<00:50, 55.98it/s]
Average Loss = 49.561:  89%|████████▊ | 22165/25000 [06:52<00:50, 55.98it/s]
Average Loss = 49.561:  89%|████████▊ | 22171/25000 [06:52<00:50, 55.97it/s]
Average Loss = 49.561:  89%|████████▊ | 22177/25000 [06:52<00:50, 56.17it/s]
Average Loss = 49.555:  89%|████████▊ | 22177/25000 [06:52<00:50, 56.17it/s]
Average Loss = 49.555:  89%|████████▊ | 22177/25000 [06:52<00:50, 56.17it/s]
Average Loss = 49.555:  89%|████████▊ | 22183/25000 [06:52<00:50, 56.19it/s]
Average Loss = 49.555:  89%|████████▉ | 22189/25000 [06:52<00:49, 56.27it/s]
Average Loss = 49.565:  89%|████████▉ | 22189/25000 [06:52<00:49, 56.27it/s]
Average Loss = 49.565:  89%|████████▉ | 22189/25000 [06:52<00:49, 56.27it/s]
Average Loss = 49.565:  89%|████████▉ | 22195/25000 [06:52<00:49, 56.15it/s]
Average Loss = 49.559:  89%|████████▉ | 22195/25000 [06:52<00:49, 56.15it/s]
Average Loss = 49.559:  89%|████████▉ | 22195/25000 [06:52<00:49, 56.15it/s]
Average Loss = 49.559:  89%|████████▉ | 22201/25000 [06:52<00:49, 56.17it/s]
Average Loss = 49.559:  89%|████████▉ | 22207/25000 [06:52<00:49, 56.32it/s]
Average Loss = 49.54:  89%|████████▉ | 22207/25000 [06:52<00:49, 56.32it/s] 
Average Loss = 49.54:  89%|████████▉ | 22207/25000 [06:52<00:49, 56.32it/s]
Average Loss = 49.54:  89%|████████▉ | 22213/25000 [06:52<00:49, 56.17it/s]
Average Loss = 49.54:  89%|████████▉ | 22219/25000 [06:52<00:49, 56.25it/s]
Average Loss = 49.54:  89%|████████▉ | 22219/25000 [06:53<00:49, 56.25it/s]
Average Loss = 49.54:  89%|████████▉ | 22219/25000 [06:53<00:49, 56.25it/s]
Average Loss = 49.54:  89%|████████▉ | 22225/25000 [06:53<00:49, 56.22it/s]
Average Loss = 49.542:  89%|████████▉ | 22225/25000 [06:53<00:49, 56.22it/s]
Average Loss = 49.542:  89%|████████▉ | 22225/25000 [06:53<00:49, 56.22it/s]
Average Loss = 49.542:  89%|████████▉ | 22231/25000 [06:53<00:49, 56.32it/s]
Average Loss = 49.542:  89%|████████▉ | 22237/25000 [06:53<00:49, 56.39it/s]
Average Loss = 49.56:  89%|████████▉ | 22237/25000 [06:53<00:49, 56.39it/s] 
Average Loss = 49.56:  89%|████████▉ | 22237/25000 [06:53<00:49, 56.39it/s]
Average Loss = 49.56:  89%|████████▉ | 22243/25000 [06:53<00:48, 56.35it/s]
Average Loss = 49.56:  89%|████████▉ | 22249/25000 [06:53<00:48, 56.39it/s]
Average Loss = 49.564:  89%|████████▉ | 22249/25000 [06:53<00:48, 56.39it/s]
Average Loss = 49.564:  89%|████████▉ | 22249/25000 [06:53<00:48, 56.39it/s]
Average Loss = 49.564:  89%|████████▉ | 22255/25000 [06:53<00:48, 56.33it/s]
Average Loss = 49.556:  89%|████████▉ | 22255/25000 [06:53<00:48, 56.33it/s]
Average Loss = 49.556:  89%|████████▉ | 22255/25000 [06:53<00:48, 56.33it/s]
Average Loss = 49.556:  89%|████████▉ | 22261/25000 [06:53<00:48, 56.37it/s]
Average Loss = 49.556:  89%|████████▉ | 22267/25000 [06:53<00:48, 56.46it/s]
Average Loss = 49.554:  89%|████████▉ | 22267/25000 [06:53<00:48, 56.46it/s]
Average Loss = 49.554:  89%|████████▉ | 22267/25000 [06:53<00:48, 56.46it/s]
Average Loss = 49.554:  89%|████████▉ | 22273/25000 [06:53<00:48, 56.45it/s]
Average Loss = 49.554:  89%|████████▉ | 22279/25000 [06:54<00:48, 56.52it/s]
Average Loss = 49.546:  89%|████████▉ | 22279/25000 [06:54<00:48, 56.52it/s]
Average Loss = 49.546:  89%|████████▉ | 22279/25000 [06:54<00:48, 56.52it/s]
Average Loss = 49.546:  89%|████████▉ | 22285/25000 [06:54<00:48, 56.38it/s]
Average Loss = 49.537:  89%|████████▉ | 22285/25000 [06:54<00:48, 56.38it/s]
Average Loss = 49.537:  89%|████████▉ | 22285/25000 [06:54<00:48, 56.38it/s]
Average Loss = 49.537:  89%|████████▉ | 22291/25000 [06:54<00:48, 56.31it/s]
Average Loss = 49.537:  89%|████████▉ | 22297/25000 [06:54<00:47, 56.32it/s]
Average Loss = 49.539:  89%|████████▉ | 22297/25000 [06:54<00:47, 56.32it/s]
Average Loss = 49.539:  89%|████████▉ | 22297/25000 [06:54<00:47, 56.32it/s]
Average Loss = 49.539:  89%|████████▉ | 22303/25000 [06:54<00:48, 55.68it/s]
Average Loss = 49.539:  89%|████████▉ | 22309/25000 [06:54<00:48, 56.03it/s]
Average Loss = 49.548:  89%|████████▉ | 22309/25000 [06:54<00:48, 56.03it/s]
Average Loss = 49.548:  89%|████████▉ | 22309/25000 [06:54<00:48, 56.03it/s]
Average Loss = 49.548:  89%|████████▉ | 22315/25000 [06:54<00:47, 56.11it/s]
Average Loss = 49.556:  89%|████████▉ | 22315/25000 [06:54<00:47, 56.11it/s]
Average Loss = 49.556:  89%|████████▉ | 22315/25000 [06:54<00:47, 56.11it/s]
Average Loss = 49.556:  89%|████████▉ | 22321/25000 [06:54<00:47, 56.14it/s]
Average Loss = 49.556:  89%|████████▉ | 22327/25000 [06:54<00:47, 56.23it/s]
Average Loss = 49.541:  89%|████████▉ | 22327/25000 [06:54<00:47, 56.23it/s]
Average Loss = 49.541:  89%|████████▉ | 22327/25000 [06:54<00:47, 56.23it/s]
Average Loss = 49.541:  89%|████████▉ | 22333/25000 [06:54<00:47, 56.19it/s]
Average Loss = 49.541:  89%|████████▉ | 22339/25000 [06:55<00:47, 56.24it/s]
Average Loss = 49.54:  89%|████████▉ | 22339/25000 [06:55<00:47, 56.24it/s] 
Average Loss = 49.54:  89%|████████▉ | 22339/25000 [06:55<00:47, 56.24it/s]
Average Loss = 49.54:  89%|████████▉ | 22345/25000 [06:55<00:47, 56.15it/s]
Average Loss = 49.529:  89%|████████▉ | 22345/25000 [06:55<00:47, 56.15it/s]
Average Loss = 49.529:  89%|████████▉ | 22345/25000 [06:55<00:47, 56.15it/s]
Average Loss = 49.529:  89%|████████▉ | 22351/25000 [06:55<00:47, 56.18it/s]
Average Loss = 49.529:  89%|████████▉ | 22357/25000 [06:55<00:46, 56.31it/s]
Average Loss = 49.528:  89%|████████▉ | 22357/25000 [06:55<00:46, 56.31it/s]
Average Loss = 49.528:  89%|████████▉ | 22357/25000 [06:55<00:46, 56.31it/s]
Average Loss = 49.528:  89%|████████▉ | 22363/25000 [06:55<00:46, 56.27it/s]
Average Loss = 49.528:  89%|████████▉ | 22369/25000 [06:55<00:46, 56.40it/s]
Average Loss = 49.526:  89%|████████▉ | 22369/25000 [06:55<00:46, 56.40it/s]
Average Loss = 49.526:  89%|████████▉ | 22369/25000 [06:55<00:46, 56.40it/s]
Average Loss = 49.526:  90%|████████▉ | 22375/25000 [06:55<00:46, 56.34it/s]
Average Loss = 49.529:  90%|████████▉ | 22375/25000 [06:55<00:46, 56.34it/s]
Average Loss = 49.529:  90%|████████▉ | 22375/25000 [06:55<00:46, 56.34it/s]
Average Loss = 49.529:  90%|████████▉ | 22381/25000 [06:55<00:46, 56.13it/s]
Average Loss = 49.529:  90%|████████▉ | 22387/25000 [06:55<00:46, 56.20it/s]
Average Loss = 49.529:  90%|████████▉ | 22387/25000 [06:56<00:46, 56.20it/s]
Average Loss = 49.529:  90%|████████▉ | 22387/25000 [06:56<00:46, 56.20it/s]
Average Loss = 49.529:  90%|████████▉ | 22393/25000 [06:56<00:46, 56.23it/s]
Average Loss = 49.529:  90%|████████▉ | 22399/25000 [06:56<00:46, 56.35it/s]
Average Loss = 49.52:  90%|████████▉ | 22399/25000 [06:56<00:46, 56.35it/s] 
Average Loss = 49.52:  90%|████████▉ | 22399/25000 [06:56<00:46, 56.35it/s]
Average Loss = 49.52:  90%|████████▉ | 22405/25000 [06:56<00:46, 56.31it/s]
Average Loss = 49.499:  90%|████████▉ | 22405/25000 [06:56<00:46, 56.31it/s]
Average Loss = 49.499:  90%|████████▉ | 22405/25000 [06:56<00:46, 56.31it/s]
Average Loss = 49.499:  90%|████████▉ | 22411/25000 [06:56<00:45, 56.34it/s]
Average Loss = 49.499:  90%|████████▉ | 22417/25000 [06:56<00:45, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22417/25000 [06:56<00:45, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22417/25000 [06:56<00:45, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22423/25000 [06:56<00:45, 56.30it/s]
Average Loss = 49.528:  90%|████████▉ | 22429/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.534:  90%|████████▉ | 22429/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.534:  90%|████████▉ | 22429/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.534:  90%|████████▉ | 22435/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.533:  90%|████████▉ | 22435/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.533:  90%|████████▉ | 22435/25000 [06:56<00:45, 56.42it/s]
Average Loss = 49.533:  90%|████████▉ | 22441/25000 [06:56<00:45, 56.46it/s]
Average Loss = 49.533:  90%|████████▉ | 22447/25000 [06:57<00:45, 56.47it/s]
Average Loss = 49.534:  90%|████████▉ | 22447/25000 [06:57<00:45, 56.47it/s]
Average Loss = 49.534:  90%|████████▉ | 22447/25000 [06:57<00:45, 56.47it/s]
Average Loss = 49.534:  90%|████████▉ | 22453/25000 [06:57<00:45, 56.33it/s]
Average Loss = 49.534:  90%|████████▉ | 22459/25000 [06:57<00:44, 56.47it/s]
Average Loss = 49.532:  90%|████████▉ | 22459/25000 [06:57<00:44, 56.47it/s]
Average Loss = 49.532:  90%|████████▉ | 22459/25000 [06:57<00:44, 56.47it/s]
Average Loss = 49.532:  90%|████████▉ | 22465/25000 [06:57<00:45, 56.32it/s]
Average Loss = 49.528:  90%|████████▉ | 22465/25000 [06:57<00:45, 56.32it/s]
Average Loss = 49.528:  90%|████████▉ | 22465/25000 [06:57<00:45, 56.32it/s]
Average Loss = 49.528:  90%|████████▉ | 22471/25000 [06:57<00:44, 56.30it/s]
Average Loss = 49.528:  90%|████████▉ | 22477/25000 [06:57<00:44, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22477/25000 [06:57<00:44, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22477/25000 [06:57<00:44, 56.38it/s]
Average Loss = 49.528:  90%|████████▉ | 22483/25000 [06:57<00:44, 56.34it/s]
Average Loss = 49.528:  90%|████████▉ | 22489/25000 [06:57<00:44, 56.39it/s]
Average Loss = 49.525:  90%|████████▉ | 22489/25000 [06:57<00:44, 56.39it/s]
Average Loss = 49.525:  90%|████████▉ | 22489/25000 [06:57<00:44, 56.39it/s]
Average Loss = 49.525:  90%|████████▉ | 22495/25000 [06:57<00:44, 56.29it/s]
Average Loss = 49.509:  90%|████████▉ | 22495/25000 [06:57<00:44, 56.29it/s]
Average Loss = 49.509:  90%|████████▉ | 22495/25000 [06:57<00:44, 56.29it/s]
Average Loss = 49.509:  90%|█████████ | 22501/25000 [06:57<00:44, 56.35it/s]
Average Loss = 49.509:  90%|█████████ | 22507/25000 [06:58<00:44, 56.46it/s]
Average Loss = 49.513:  90%|█████████ | 22507/25000 [06:58<00:44, 56.46it/s]
Average Loss = 49.513:  90%|█████████ | 22507/25000 [06:58<00:44, 56.46it/s]
Average Loss = 49.513:  90%|█████████ | 22513/25000 [06:58<00:44, 56.32it/s]
Average Loss = 49.513:  90%|█████████ | 22519/25000 [06:58<00:43, 56.46it/s]
Average Loss = 49.518:  90%|█████████ | 22519/25000 [06:58<00:43, 56.46it/s]
Average Loss = 49.518:  90%|█████████ | 22519/25000 [06:58<00:43, 56.46it/s]
Average Loss = 49.518:  90%|█████████ | 22525/25000 [06:58<00:44, 55.77it/s]
Average Loss = 49.509:  90%|█████████ | 22525/25000 [06:58<00:44, 55.77it/s]
Average Loss = 49.509:  90%|█████████ | 22525/25000 [06:58<00:44, 55.77it/s]
Average Loss = 49.509:  90%|█████████ | 22531/25000 [06:58<00:44, 56.00it/s]
Average Loss = 49.509:  90%|█████████ | 22537/25000 [06:58<00:43, 56.11it/s]
Average Loss = 49.521:  90%|█████████ | 22537/25000 [06:58<00:43, 56.11it/s]
Average Loss = 49.521:  90%|█████████ | 22537/25000 [06:58<00:43, 56.11it/s]
Average Loss = 49.521:  90%|█████████ | 22543/25000 [06:58<00:43, 56.14it/s]
Average Loss = 49.521:  90%|█████████ | 22549/25000 [06:58<00:43, 56.24it/s]
Average Loss = 49.512:  90%|█████████ | 22549/25000 [06:58<00:43, 56.24it/s]
Average Loss = 49.512:  90%|█████████ | 22549/25000 [06:58<00:43, 56.24it/s]
Average Loss = 49.512:  90%|█████████ | 22555/25000 [06:58<00:43, 56.17it/s]
Average Loss = 49.521:  90%|█████████ | 22555/25000 [06:59<00:43, 56.17it/s]
Average Loss = 49.521:  90%|█████████ | 22555/25000 [06:59<00:43, 56.17it/s]
Average Loss = 49.521:  90%|█████████ | 22561/25000 [06:59<00:43, 56.18it/s]
Average Loss = 49.521:  90%|█████████ | 22567/25000 [06:59<00:43, 56.33it/s]
Average Loss = 49.526:  90%|█████████ | 22567/25000 [06:59<00:43, 56.33it/s]
Average Loss = 49.526:  90%|█████████ | 22567/25000 [06:59<00:43, 56.33it/s]
Average Loss = 49.526:  90%|█████████ | 22573/25000 [06:59<00:43, 56.36it/s]
Average Loss = 49.526:  90%|█████████ | 22579/25000 [06:59<00:42, 56.38it/s]
Average Loss = 49.536:  90%|█████████ | 22579/25000 [06:59<00:42, 56.38it/s]
Average Loss = 49.536:  90%|█████████ | 22579/25000 [06:59<00:42, 56.38it/s]
Average Loss = 49.536:  90%|█████████ | 22585/25000 [06:59<00:42, 56.34it/s]
Average Loss = 49.552:  90%|█████████ | 22585/25000 [06:59<00:42, 56.34it/s]
Average Loss = 49.552:  90%|█████████ | 22585/25000 [06:59<00:42, 56.34it/s]
Average Loss = 49.552:  90%|█████████ | 22591/25000 [06:59<00:42, 56.31it/s]
Average Loss = 49.552:  90%|█████████ | 22597/25000 [06:59<00:42, 56.40it/s]
Average Loss = 49.536:  90%|█████████ | 22597/25000 [06:59<00:42, 56.40it/s]
Average Loss = 49.536:  90%|█████████ | 22597/25000 [06:59<00:42, 56.40it/s]
Average Loss = 49.536:  90%|█████████ | 22603/25000 [06:59<00:42, 56.36it/s]
Average Loss = 49.536:  90%|█████████ | 22609/25000 [06:59<00:42, 56.38it/s]
Average Loss = 49.54:  90%|█████████ | 22609/25000 [06:59<00:42, 56.38it/s] 
Average Loss = 49.54:  90%|█████████ | 22609/25000 [06:59<00:42, 56.38it/s]
Average Loss = 49.54:  90%|█████████ | 22615/25000 [07:00<00:42, 56.25it/s]
Average Loss = 49.53:  90%|█████████ | 22615/25000 [07:00<00:42, 56.25it/s]
Average Loss = 49.53:  90%|█████████ | 22615/25000 [07:00<00:42, 56.25it/s]
Average Loss = 49.53:  90%|█████████ | 22621/25000 [07:00<00:42, 56.17it/s]
Average Loss = 49.53:  91%|█████████ | 22627/25000 [07:00<00:42, 56.21it/s]
Average Loss = 49.556:  91%|█████████ | 22627/25000 [07:00<00:42, 56.21it/s]
Average Loss = 49.556:  91%|█████████ | 22627/25000 [07:00<00:42, 56.21it/s]
Average Loss = 49.556:  91%|█████████ | 22633/25000 [07:00<00:42, 56.19it/s]
Average Loss = 49.556:  91%|█████████ | 22639/25000 [07:00<00:41, 56.24it/s]
Average Loss = 49.56:  91%|█████████ | 22639/25000 [07:00<00:41, 56.24it/s] 
Average Loss = 49.56:  91%|█████████ | 22639/25000 [07:00<00:41, 56.24it/s]
Average Loss = 49.56:  91%|█████████ | 22645/25000 [07:00<00:41, 56.15it/s]
Average Loss = 49.557:  91%|█████████ | 22645/25000 [07:00<00:41, 56.15it/s]
Average Loss = 49.557:  91%|█████████ | 22645/25000 [07:00<00:41, 56.15it/s]
Average Loss = 49.557:  91%|█████████ | 22651/25000 [07:00<00:41, 56.16it/s]
Average Loss = 49.557:  91%|█████████ | 22657/25000 [07:00<00:41, 56.30it/s]
Average Loss = 49.57:  91%|█████████ | 22657/25000 [07:00<00:41, 56.30it/s] 
Average Loss = 49.57:  91%|█████████ | 22657/25000 [07:00<00:41, 56.30it/s]
Average Loss = 49.57:  91%|█████████ | 22663/25000 [07:00<00:41, 56.23it/s]
Average Loss = 49.57:  91%|█████████ | 22669/25000 [07:00<00:41, 56.39it/s]
Average Loss = 49.564:  91%|█████████ | 22669/25000 [07:01<00:41, 56.39it/s]
Average Loss = 49.564:  91%|█████████ | 22669/25000 [07:01<00:41, 56.39it/s]
Average Loss = 49.564:  91%|█████████ | 22675/25000 [07:01<00:41, 56.32it/s]
Average Loss = 49.559:  91%|█████████ | 22675/25000 [07:01<00:41, 56.32it/s]
Average Loss = 49.559:  91%|█████████ | 22675/25000 [07:01<00:41, 56.32it/s]
Average Loss = 49.559:  91%|█████████ | 22681/25000 [07:01<00:41, 56.35it/s]
Average Loss = 49.559:  91%|█████████ | 22687/25000 [07:01<00:40, 56.42it/s]
Average Loss = 49.566:  91%|█████████ | 22687/25000 [07:01<00:40, 56.42it/s]
Average Loss = 49.566:  91%|█████████ | 22687/25000 [07:01<00:40, 56.42it/s]
Average Loss = 49.566:  91%|█████████ | 22693/25000 [07:01<00:41, 56.25it/s]
Average Loss = 49.566:  91%|█████████ | 22699/25000 [07:01<00:40, 56.33it/s]
Average Loss = 49.571:  91%|█████████ | 22699/25000 [07:01<00:40, 56.33it/s]
Average Loss = 49.571:  91%|█████████ | 22699/25000 [07:01<00:40, 56.33it/s]
Average Loss = 49.571:  91%|█████████ | 22705/25000 [07:01<00:40, 56.33it/s]
Average Loss = 49.59:  91%|█████████ | 22705/25000 [07:01<00:40, 56.33it/s] 
Average Loss = 49.59:  91%|█████████ | 22705/25000 [07:01<00:40, 56.33it/s]
Average Loss = 49.59:  91%|█████████ | 22711/25000 [07:01<00:40, 56.30it/s]
Average Loss = 49.59:  91%|█████████ | 22717/25000 [07:01<00:40, 56.34it/s]
Average Loss = 49.6:  91%|█████████ | 22717/25000 [07:01<00:40, 56.34it/s] 
Average Loss = 49.6:  91%|█████████ | 22717/25000 [07:01<00:40, 56.34it/s]
Average Loss = 49.6:  91%|█████████ | 22723/25000 [07:01<00:40, 56.27it/s]
Average Loss = 49.6:  91%|█████████ | 22729/25000 [07:02<00:40, 56.29it/s]
Average Loss = 49.592:  91%|█████████ | 22729/25000 [07:02<00:40, 56.29it/s]
Average Loss = 49.592:  91%|█████████ | 22729/25000 [07:02<00:40, 56.29it/s]
Average Loss = 49.592:  91%|█████████ | 22735/25000 [07:02<00:40, 56.18it/s]
Average Loss = 49.596:  91%|█████████ | 22735/25000 [07:02<00:40, 56.18it/s]
Average Loss = 49.596:  91%|█████████ | 22735/25000 [07:02<00:40, 56.18it/s]
Average Loss = 49.596:  91%|█████████ | 22741/25000 [07:02<00:40, 56.22it/s]
Average Loss = 49.596:  91%|█████████ | 22747/25000 [07:02<00:40, 56.30it/s]
Average Loss = 49.606:  91%|█████████ | 22747/25000 [07:02<00:40, 56.30it/s]
Average Loss = 49.606:  91%|█████████ | 22747/25000 [07:02<00:40, 56.30it/s]
Average Loss = 49.606:  91%|█████████ | 22753/25000 [07:02<00:40, 55.57it/s]
Average Loss = 49.606:  91%|█████████ | 22759/25000 [07:02<00:40, 55.83it/s]
Average Loss = 49.625:  91%|█████████ | 22759/25000 [07:02<00:40, 55.83it/s]
Average Loss = 49.625:  91%|█████████ | 22759/25000 [07:02<00:40, 55.83it/s]
Average Loss = 49.625:  91%|█████████ | 22765/25000 [07:02<00:40, 55.85it/s]
Average Loss = 49.608:  91%|█████████ | 22765/25000 [07:02<00:40, 55.85it/s]
Average Loss = 49.608:  91%|█████████ | 22765/25000 [07:02<00:40, 55.85it/s]
Average Loss = 49.608:  91%|█████████ | 22771/25000 [07:02<00:39, 55.95it/s]
Average Loss = 49.608:  91%|█████████ | 22777/25000 [07:02<00:39, 56.02it/s]
Average Loss = 49.618:  91%|█████████ | 22777/25000 [07:02<00:39, 56.02it/s]
Average Loss = 49.618:  91%|█████████ | 22777/25000 [07:02<00:39, 56.02it/s]
Average Loss = 49.618:  91%|█████████ | 22783/25000 [07:02<00:39, 56.05it/s]
Average Loss = 49.618:  91%|█████████ | 22789/25000 [07:03<00:39, 56.15it/s]
Average Loss = 49.619:  91%|█████████ | 22789/25000 [07:03<00:39, 56.15it/s]
Average Loss = 49.619:  91%|█████████ | 22789/25000 [07:03<00:39, 56.15it/s]
Average Loss = 49.619:  91%|█████████ | 22795/25000 [07:03<00:39, 56.06it/s]
Average Loss = 49.629:  91%|█████████ | 22795/25000 [07:03<00:39, 56.06it/s]
Average Loss = 49.629:  91%|█████████ | 22795/25000 [07:03<00:39, 56.06it/s]
Average Loss = 49.629:  91%|█████████ | 22801/25000 [07:03<00:39, 56.12it/s]
Average Loss = 49.629:  91%|█████████ | 22809/25000 [07:03<00:36, 60.22it/s]
Average Loss = 49.642:  91%|█████████ | 22809/25000 [07:03<00:36, 60.22it/s]
Average Loss = 49.642:  91%|█████████ | 22809/25000 [07:03<00:36, 60.22it/s]
Average Loss = 49.642:  91%|█████████▏| 22817/25000 [07:03<00:35, 62.27it/s]
Average Loss = 49.657:  91%|█████████▏| 22817/25000 [07:03<00:35, 62.27it/s]
Average Loss = 49.657:  91%|█████████▏| 22817/25000 [07:03<00:35, 62.27it/s]
Average Loss = 49.657:  91%|█████████▏| 22824/25000 [07:03<00:38, 57.22it/s]
Average Loss = 49.657:  91%|█████████▏| 22830/25000 [07:03<00:38, 57.01it/s]
Average Loss = 49.654:  91%|█████████▏| 22830/25000 [07:03<00:38, 57.01it/s]
Average Loss = 49.654:  91%|█████████▏| 22830/25000 [07:03<00:38, 57.01it/s]
Average Loss = 49.654:  91%|█████████▏| 22836/25000 [07:03<00:38, 56.81it/s]
Average Loss = 49.655:  91%|█████████▏| 22836/25000 [07:03<00:38, 56.81it/s]
Average Loss = 49.655:  91%|█████████▏| 22836/25000 [07:03<00:38, 56.81it/s]
Average Loss = 49.655:  91%|█████████▏| 22842/25000 [07:04<00:38, 56.71it/s]
Average Loss = 49.655:  91%|█████████▏| 22848/25000 [07:04<00:37, 56.71it/s]
Average Loss = 49.662:  91%|█████████▏| 22848/25000 [07:04<00:37, 56.71it/s]
Average Loss = 49.662:  91%|█████████▏| 22848/25000 [07:04<00:37, 56.71it/s]
Average Loss = 49.662:  91%|█████████▏| 22854/25000 [07:04<00:37, 56.61it/s]
Average Loss = 49.662:  91%|█████████▏| 22860/25000 [07:04<00:37, 56.54it/s]
Average Loss = 49.671:  91%|█████████▏| 22860/25000 [07:04<00:37, 56.54it/s]
Average Loss = 49.671:  91%|█████████▏| 22860/25000 [07:04<00:37, 56.54it/s]
Average Loss = 49.671:  91%|█████████▏| 22866/25000 [07:04<00:37, 56.39it/s]
Average Loss = 49.667:  91%|█████████▏| 22866/25000 [07:04<00:37, 56.39it/s]
Average Loss = 49.667:  91%|█████████▏| 22866/25000 [07:04<00:37, 56.39it/s]
Average Loss = 49.667:  91%|█████████▏| 22872/25000 [07:04<00:37, 56.31it/s]
Average Loss = 49.667:  92%|█████████▏| 22878/25000 [07:04<00:37, 56.39it/s]
Average Loss = 49.67:  92%|█████████▏| 22878/25000 [07:04<00:37, 56.39it/s] 
Average Loss = 49.67:  92%|█████████▏| 22878/25000 [07:04<00:37, 56.39it/s]
Average Loss = 49.67:  92%|█████████▏| 22884/25000 [07:04<00:37, 56.28it/s]
Average Loss = 49.67:  92%|█████████▏| 22890/25000 [07:04<00:37, 56.37it/s]
Average Loss = 49.648:  92%|█████████▏| 22890/25000 [07:04<00:37, 56.37it/s]
Average Loss = 49.648:  92%|█████████▏| 22890/25000 [07:04<00:37, 56.37it/s]
Average Loss = 49.648:  92%|█████████▏| 22896/25000 [07:04<00:37, 56.31it/s]
Average Loss = 49.653:  92%|█████████▏| 22896/25000 [07:05<00:37, 56.31it/s]
Average Loss = 49.653:  92%|█████████▏| 22896/25000 [07:05<00:37, 56.31it/s]
Average Loss = 49.653:  92%|█████████▏| 22902/25000 [07:05<00:37, 56.32it/s]
Average Loss = 49.653:  92%|█████████▏| 22908/25000 [07:05<00:37, 56.46it/s]
Average Loss = 49.67:  92%|█████████▏| 22908/25000 [07:05<00:37, 56.46it/s] 
Average Loss = 49.67:  92%|█████████▏| 22908/25000 [07:05<00:37, 56.46it/s]
Average Loss = 49.67:  92%|█████████▏| 22914/25000 [07:05<00:37, 56.29it/s]
Average Loss = 49.67:  92%|█████████▏| 22920/25000 [07:05<00:36, 56.37it/s]
Average Loss = 49.683:  92%|█████████▏| 22920/25000 [07:05<00:36, 56.37it/s]
Average Loss = 49.683:  92%|█████████▏| 22920/25000 [07:05<00:36, 56.37it/s]
Average Loss = 49.683:  92%|█████████▏| 22926/25000 [07:05<00:36, 56.25it/s]
Average Loss = 49.695:  92%|█████████▏| 22926/25000 [07:05<00:36, 56.25it/s]
Average Loss = 49.695:  92%|█████████▏| 22926/25000 [07:05<00:36, 56.25it/s]
Average Loss = 49.695:  92%|█████████▏| 22932/25000 [07:05<00:36, 56.27it/s]
Average Loss = 49.695:  92%|█████████▏| 22938/25000 [07:05<00:36, 56.29it/s]
Average Loss = 49.702:  92%|█████████▏| 22938/25000 [07:05<00:36, 56.29it/s]
Average Loss = 49.702:  92%|█████████▏| 22938/25000 [07:05<00:36, 56.29it/s]
Average Loss = 49.702:  92%|█████████▏| 22944/25000 [07:05<00:36, 56.21it/s]
Average Loss = 49.702:  92%|█████████▏| 22950/25000 [07:05<00:36, 56.33it/s]
Average Loss = 49.706:  92%|█████████▏| 22950/25000 [07:05<00:36, 56.33it/s]
Average Loss = 49.706:  92%|█████████▏| 22950/25000 [07:05<00:36, 56.33it/s]
Average Loss = 49.706:  92%|█████████▏| 22956/25000 [07:06<00:36, 56.18it/s]
Average Loss = 49.706:  92%|█████████▏| 22956/25000 [07:06<00:36, 56.18it/s]
Average Loss = 49.706:  92%|█████████▏| 22956/25000 [07:06<00:36, 56.18it/s]
Average Loss = 49.706:  92%|█████████▏| 22962/25000 [07:06<00:36, 56.19it/s]
Average Loss = 49.706:  92%|█████████▏| 22968/25000 [07:06<00:36, 56.17it/s]
Average Loss = 49.715:  92%|█████████▏| 22968/25000 [07:06<00:36, 56.17it/s]
Average Loss = 49.715:  92%|█████████▏| 22968/25000 [07:06<00:36, 56.17it/s]
Average Loss = 49.715:  92%|█████████▏| 22974/25000 [07:06<00:36, 56.09it/s]
Average Loss = 49.715:  92%|█████████▏| 22980/25000 [07:06<00:36, 55.96it/s]
Average Loss = 49.682:  92%|█████████▏| 22980/25000 [07:06<00:36, 55.96it/s]
Average Loss = 49.682:  92%|█████████▏| 22980/25000 [07:06<00:36, 55.96it/s]
Average Loss = 49.682:  92%|█████████▏| 22986/25000 [07:06<00:36, 55.93it/s]
Average Loss = 49.691:  92%|█████████▏| 22986/25000 [07:06<00:36, 55.93it/s]
Average Loss = 49.691:  92%|█████████▏| 22986/25000 [07:06<00:36, 55.93it/s]
Average Loss = 49.691:  92%|█████████▏| 22992/25000 [07:06<00:35, 55.98it/s]
Average Loss = 49.691:  92%|█████████▏| 22998/25000 [07:06<00:35, 56.15it/s]
Average Loss = 49.679:  92%|█████████▏| 22998/25000 [07:06<00:35, 56.15it/s]
Average Loss = 49.679:  92%|█████████▏| 22998/25000 [07:06<00:35, 56.15it/s]
Average Loss = 49.679:  92%|█████████▏| 23004/25000 [07:06<00:35, 56.07it/s]
Average Loss = 49.679:  92%|█████████▏| 23010/25000 [07:06<00:35, 55.98it/s]
Average Loss = 49.686:  92%|█████████▏| 23010/25000 [07:07<00:35, 55.98it/s]
Average Loss = 49.686:  92%|█████████▏| 23010/25000 [07:07<00:35, 55.98it/s]
Average Loss = 49.686:  92%|█████████▏| 23016/25000 [07:07<00:35, 55.85it/s]
Average Loss = 49.682:  92%|█████████▏| 23016/25000 [07:07<00:35, 55.85it/s]
Average Loss = 49.682:  92%|█████████▏| 23016/25000 [07:07<00:35, 55.85it/s]
Average Loss = 49.682:  92%|█████████▏| 23022/25000 [07:07<00:35, 55.77it/s]
Average Loss = 49.682:  92%|█████████▏| 23028/25000 [07:07<00:35, 55.80it/s]
Average Loss = 49.683:  92%|█████████▏| 23028/25000 [07:07<00:35, 55.80it/s]
Average Loss = 49.683:  92%|█████████▏| 23028/25000 [07:07<00:35, 55.80it/s]
Average Loss = 49.683:  92%|█████████▏| 23034/25000 [07:07<00:35, 55.65it/s]
Average Loss = 49.683:  92%|█████████▏| 23040/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.671:  92%|█████████▏| 23040/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.671:  92%|█████████▏| 23040/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.671:  92%|█████████▏| 23046/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.653:  92%|█████████▏| 23046/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.653:  92%|█████████▏| 23046/25000 [07:07<00:35, 55.71it/s]
Average Loss = 49.653:  92%|█████████▏| 23052/25000 [07:07<00:34, 55.74it/s]
Average Loss = 49.653:  92%|█████████▏| 23058/25000 [07:07<00:34, 55.85it/s]
Average Loss = 49.633:  92%|█████████▏| 23058/25000 [07:07<00:34, 55.85it/s]
Average Loss = 49.633:  92%|█████████▏| 23058/25000 [07:07<00:34, 55.85it/s]
Average Loss = 49.633:  92%|█████████▏| 23064/25000 [07:07<00:34, 55.78it/s]
Average Loss = 49.633:  92%|█████████▏| 23070/25000 [07:08<00:34, 55.91it/s]
Average Loss = 49.647:  92%|█████████▏| 23070/25000 [07:08<00:34, 55.91it/s]
Average Loss = 49.647:  92%|█████████▏| 23070/25000 [07:08<00:34, 55.91it/s]
Average Loss = 49.647:  92%|█████████▏| 23076/25000 [07:08<00:34, 55.80it/s]
Average Loss = 49.644:  92%|█████████▏| 23076/25000 [07:08<00:34, 55.80it/s]
Average Loss = 49.644:  92%|█████████▏| 23076/25000 [07:08<00:34, 55.80it/s]
Average Loss = 49.644:  92%|█████████▏| 23082/25000 [07:08<00:34, 55.73it/s]
Average Loss = 49.644:  92%|█████████▏| 23088/25000 [07:08<00:34, 55.74it/s]
Average Loss = 49.636:  92%|█████████▏| 23088/25000 [07:08<00:34, 55.74it/s]
Average Loss = 49.636:  92%|█████████▏| 23088/25000 [07:08<00:34, 55.74it/s]
Average Loss = 49.636:  92%|█████████▏| 23094/25000 [07:08<00:34, 55.71it/s]
Average Loss = 49.636:  92%|█████████▏| 23100/25000 [07:08<00:34, 55.83it/s]
Average Loss = 49.605:  92%|█████████▏| 23100/25000 [07:08<00:34, 55.83it/s]
Average Loss = 49.605:  92%|█████████▏| 23100/25000 [07:08<00:34, 55.83it/s]
Average Loss = 49.605:  92%|█████████▏| 23106/25000 [07:08<00:34, 55.65it/s]
Average Loss = 49.614:  92%|█████████▏| 23106/25000 [07:08<00:34, 55.65it/s]
Average Loss = 49.614:  92%|█████████▏| 23106/25000 [07:08<00:34, 55.65it/s]
Average Loss = 49.614:  92%|█████████▏| 23112/25000 [07:08<00:34, 55.49it/s]
Average Loss = 49.614:  92%|█████████▏| 23118/25000 [07:08<00:33, 55.57it/s]
Average Loss = 49.607:  92%|█████████▏| 23118/25000 [07:08<00:33, 55.57it/s]
Average Loss = 49.607:  92%|█████████▏| 23118/25000 [07:08<00:33, 55.57it/s]
Average Loss = 49.607:  92%|█████████▏| 23124/25000 [07:09<00:33, 55.59it/s]
Average Loss = 49.607:  93%|█████████▎| 23130/25000 [07:09<00:33, 55.60it/s]
Average Loss = 49.607:  93%|█████████▎| 23130/25000 [07:09<00:33, 55.60it/s]
Average Loss = 49.607:  93%|█████████▎| 23130/25000 [07:09<00:33, 55.60it/s]
Average Loss = 49.607:  93%|█████████▎| 23136/25000 [07:09<00:33, 55.55it/s]
Average Loss = 49.606:  93%|█████████▎| 23136/25000 [07:09<00:33, 55.55it/s]
Average Loss = 49.606:  93%|█████████▎| 23136/25000 [07:09<00:33, 55.55it/s]
Average Loss = 49.606:  93%|█████████▎| 23142/25000 [07:09<00:33, 55.48it/s]
Average Loss = 49.606:  93%|█████████▎| 23148/25000 [07:09<00:33, 55.59it/s]
Average Loss = 49.574:  93%|█████████▎| 23148/25000 [07:09<00:33, 55.59it/s]
Average Loss = 49.574:  93%|█████████▎| 23148/25000 [07:09<00:33, 55.59it/s]
Average Loss = 49.574:  93%|█████████▎| 23154/25000 [07:09<00:33, 55.57it/s]
Average Loss = 49.574:  93%|█████████▎| 23160/25000 [07:09<00:33, 55.72it/s]
Average Loss = 49.57:  93%|█████████▎| 23160/25000 [07:09<00:33, 55.72it/s] 
Average Loss = 49.57:  93%|█████████▎| 23160/25000 [07:09<00:33, 55.72it/s]
Average Loss = 49.57:  93%|█████████▎| 23166/25000 [07:09<00:32, 55.68it/s]
Average Loss = 49.572:  93%|█████████▎| 23166/25000 [07:09<00:32, 55.68it/s]
Average Loss = 49.572:  93%|█████████▎| 23166/25000 [07:09<00:32, 55.68it/s]
Average Loss = 49.572:  93%|█████████▎| 23172/25000 [07:09<00:32, 55.61it/s]
Average Loss = 49.572:  93%|█████████▎| 23178/25000 [07:10<00:32, 55.76it/s]
Average Loss = 49.572:  93%|█████████▎| 23178/25000 [07:10<00:32, 55.76it/s]
Average Loss = 49.572:  93%|█████████▎| 23178/25000 [07:10<00:32, 55.76it/s]
Average Loss = 49.572:  93%|█████████▎| 23184/25000 [07:10<00:32, 55.69it/s]
Average Loss = 49.572:  93%|█████████▎| 23190/25000 [07:10<00:32, 55.73it/s]
Average Loss = 49.566:  93%|█████████▎| 23190/25000 [07:10<00:32, 55.73it/s]
Average Loss = 49.566:  93%|█████████▎| 23190/25000 [07:10<00:32, 55.73it/s]
Average Loss = 49.566:  93%|█████████▎| 23196/25000 [07:10<00:32, 55.62it/s]
Average Loss = 49.567:  93%|█████████▎| 23196/25000 [07:10<00:32, 55.62it/s]
Average Loss = 49.567:  93%|█████████▎| 23196/25000 [07:10<00:32, 55.62it/s]
Average Loss = 49.567:  93%|█████████▎| 23202/25000 [07:10<00:32, 55.60it/s]
Average Loss = 49.567:  93%|█████████▎| 23208/25000 [07:10<00:32, 55.63it/s]
Average Loss = 49.559:  93%|█████████▎| 23208/25000 [07:10<00:32, 55.63it/s]
Average Loss = 49.559:  93%|█████████▎| 23208/25000 [07:10<00:32, 55.63it/s]
Average Loss = 49.559:  93%|█████████▎| 23214/25000 [07:10<00:32, 55.61it/s]
Average Loss = 49.559:  93%|█████████▎| 23220/25000 [07:10<00:32, 55.57it/s]
Average Loss = 49.559:  93%|█████████▎| 23220/25000 [07:10<00:32, 55.57it/s]
Average Loss = 49.559:  93%|█████████▎| 23220/25000 [07:10<00:32, 55.57it/s]
Average Loss = 49.559:  93%|█████████▎| 23226/25000 [07:10<00:31, 55.54it/s]
Average Loss = 49.542:  93%|█████████▎| 23226/25000 [07:10<00:31, 55.54it/s]
Average Loss = 49.542:  93%|█████████▎| 23226/25000 [07:10<00:31, 55.54it/s]
Average Loss = 49.542:  93%|█████████▎| 23232/25000 [07:10<00:31, 55.53it/s]
Average Loss = 49.542:  93%|█████████▎| 23238/25000 [07:11<00:31, 55.69it/s]
Average Loss = 49.5:  93%|█████████▎| 23238/25000 [07:11<00:31, 55.69it/s]  
Average Loss = 49.5:  93%|█████████▎| 23238/25000 [07:11<00:31, 55.69it/s]
Average Loss = 49.5:  93%|█████████▎| 23244/25000 [07:11<00:31, 55.56it/s]
Average Loss = 49.5:  93%|█████████▎| 23250/25000 [07:11<00:31, 55.67it/s]
Average Loss = 49.492:  93%|█████████▎| 23250/25000 [07:11<00:31, 55.67it/s]
Average Loss = 49.492:  93%|█████████▎| 23250/25000 [07:11<00:31, 55.67it/s]
Average Loss = 49.492:  93%|█████████▎| 23256/25000 [07:11<00:31, 55.66it/s]
Average Loss = 49.493:  93%|█████████▎| 23256/25000 [07:11<00:31, 55.66it/s]
Average Loss = 49.493:  93%|█████████▎| 23256/25000 [07:11<00:31, 55.66it/s]
Average Loss = 49.493:  93%|█████████▎| 23262/25000 [07:11<00:31, 55.67it/s]
Average Loss = 49.493:  93%|█████████▎| 23268/25000 [07:11<00:31, 55.73it/s]
Average Loss = 49.477:  93%|█████████▎| 23268/25000 [07:11<00:31, 55.73it/s]
Average Loss = 49.477:  93%|█████████▎| 23268/25000 [07:11<00:31, 55.73it/s]
Average Loss = 49.477:  93%|█████████▎| 23274/25000 [07:11<00:31, 55.67it/s]
Average Loss = 49.477:  93%|█████████▎| 23280/25000 [07:11<00:30, 55.79it/s]
Average Loss = 49.482:  93%|█████████▎| 23280/25000 [07:11<00:30, 55.79it/s]
Average Loss = 49.482:  93%|█████████▎| 23280/25000 [07:11<00:30, 55.79it/s]
Average Loss = 49.482:  93%|█████████▎| 23286/25000 [07:11<00:30, 55.68it/s]
Average Loss = 49.49:  93%|█████████▎| 23286/25000 [07:12<00:30, 55.68it/s] 
Average Loss = 49.49:  93%|█████████▎| 23286/25000 [07:12<00:30, 55.68it/s]
Average Loss = 49.49:  93%|█████████▎| 23292/25000 [07:12<00:30, 55.67it/s]
Average Loss = 49.49:  93%|█████████▎| 23298/25000 [07:12<00:30, 55.77it/s]
Average Loss = 49.501:  93%|█████████▎| 23298/25000 [07:12<00:30, 55.77it/s]
Average Loss = 49.501:  93%|█████████▎| 23298/25000 [07:12<00:30, 55.77it/s]
Average Loss = 49.501:  93%|█████████▎| 23304/25000 [07:12<00:30, 55.64it/s]
Average Loss = 49.501:  93%|█████████▎| 23310/25000 [07:12<00:30, 55.19it/s]
Average Loss = 49.497:  93%|█████████▎| 23310/25000 [07:12<00:30, 55.19it/s]
Average Loss = 49.497:  93%|█████████▎| 23310/25000 [07:12<00:30, 55.19it/s]
Average Loss = 49.497:  93%|█████████▎| 23316/25000 [07:12<00:30, 55.34it/s]
Average Loss = 49.504:  93%|█████████▎| 23316/25000 [07:12<00:30, 55.34it/s]
Average Loss = 49.504:  93%|█████████▎| 23316/25000 [07:12<00:30, 55.34it/s]
Average Loss = 49.504:  93%|█████████▎| 23322/25000 [07:12<00:30, 55.40it/s]
Average Loss = 49.504:  93%|█████████▎| 23328/25000 [07:12<00:30, 55.56it/s]
Average Loss = 49.513:  93%|█████████▎| 23328/25000 [07:12<00:30, 55.56it/s]
Average Loss = 49.513:  93%|█████████▎| 23328/25000 [07:12<00:30, 55.56it/s]
Average Loss = 49.513:  93%|█████████▎| 23334/25000 [07:12<00:29, 55.56it/s]
Average Loss = 49.513:  93%|█████████▎| 23340/25000 [07:12<00:29, 55.69it/s]
Average Loss = 49.512:  93%|█████████▎| 23340/25000 [07:12<00:29, 55.69it/s]
Average Loss = 49.512:  93%|█████████▎| 23340/25000 [07:12<00:29, 55.69it/s]
Average Loss = 49.512:  93%|█████████▎| 23346/25000 [07:13<00:29, 55.59it/s]
Average Loss = 49.521:  93%|█████████▎| 23346/25000 [07:13<00:29, 55.59it/s]
Average Loss = 49.521:  93%|█████████▎| 23346/25000 [07:13<00:29, 55.59it/s]
Average Loss = 49.521:  93%|█████████▎| 23352/25000 [07:13<00:29, 55.61it/s]
Average Loss = 49.521:  93%|█████████▎| 23358/25000 [07:13<00:29, 55.62it/s]
Average Loss = 49.547:  93%|█████████▎| 23358/25000 [07:13<00:29, 55.62it/s]
Average Loss = 49.547:  93%|█████████▎| 23358/25000 [07:13<00:29, 55.62it/s]
Average Loss = 49.547:  93%|█████████▎| 23364/25000 [07:13<00:29, 55.60it/s]
Average Loss = 49.547:  93%|█████████▎| 23370/25000 [07:13<00:29, 55.68it/s]
Average Loss = 49.546:  93%|█████████▎| 23370/25000 [07:13<00:29, 55.68it/s]
Average Loss = 49.546:  93%|█████████▎| 23370/25000 [07:13<00:29, 55.68it/s]
Average Loss = 49.546:  94%|█████████▎| 23376/25000 [07:13<00:29, 55.71it/s]
Average Loss = 49.552:  94%|█████████▎| 23376/25000 [07:13<00:29, 55.71it/s]
Average Loss = 49.552:  94%|█████████▎| 23376/25000 [07:13<00:29, 55.71it/s]
Average Loss = 49.552:  94%|█████████▎| 23382/25000 [07:13<00:29, 55.74it/s]
Average Loss = 49.552:  94%|█████████▎| 23388/25000 [07:13<00:28, 55.76it/s]
Average Loss = 49.56:  94%|█████████▎| 23388/25000 [07:13<00:28, 55.76it/s] 
Average Loss = 49.56:  94%|█████████▎| 23388/25000 [07:13<00:28, 55.76it/s]
Average Loss = 49.56:  94%|█████████▎| 23394/25000 [07:13<00:28, 55.65it/s]
Average Loss = 49.56:  94%|█████████▎| 23400/25000 [07:14<00:28, 55.68it/s]
Average Loss = 49.568:  94%|█████████▎| 23400/25000 [07:14<00:28, 55.68it/s]
Average Loss = 49.568:  94%|█████████▎| 23400/25000 [07:14<00:28, 55.68it/s]
Average Loss = 49.568:  94%|█████████▎| 23406/25000 [07:14<00:28, 55.65it/s]
Average Loss = 49.59:  94%|█████████▎| 23406/25000 [07:14<00:28, 55.65it/s] 
Average Loss = 49.59:  94%|█████████▎| 23406/25000 [07:14<00:28, 55.65it/s]
Average Loss = 49.59:  94%|█████████▎| 23412/25000 [07:14<00:28, 55.58it/s]
Average Loss = 49.59:  94%|█████████▎| 23418/25000 [07:14<00:28, 55.59it/s]
Average Loss = 49.574:  94%|█████████▎| 23418/25000 [07:14<00:28, 55.59it/s]
Average Loss = 49.574:  94%|█████████▎| 23418/25000 [07:14<00:28, 55.59it/s]
Average Loss = 49.574:  94%|█████████▎| 23424/25000 [07:14<00:29, 54.34it/s]
Average Loss = 49.574:  94%|█████████▎| 23430/25000 [07:14<00:28, 54.80it/s]
Average Loss = 49.581:  94%|█████████▎| 23430/25000 [07:14<00:28, 54.80it/s]
Average Loss = 49.581:  94%|█████████▎| 23430/25000 [07:14<00:28, 54.80it/s]
Average Loss = 49.581:  94%|█████████▎| 23436/25000 [07:14<00:28, 55.10it/s]
Average Loss = 49.593:  94%|█████████▎| 23436/25000 [07:14<00:28, 55.10it/s]
Average Loss = 49.593:  94%|█████████▎| 23436/25000 [07:14<00:28, 55.10it/s]
Average Loss = 49.593:  94%|█████████▍| 23442/25000 [07:14<00:28, 55.27it/s]
Average Loss = 49.593:  94%|█████████▍| 23448/25000 [07:14<00:27, 55.44it/s]
Average Loss = 49.611:  94%|█████████▍| 23448/25000 [07:14<00:27, 55.44it/s]
Average Loss = 49.611:  94%|█████████▍| 23448/25000 [07:14<00:27, 55.44it/s]
Average Loss = 49.611:  94%|█████████▍| 23454/25000 [07:14<00:27, 55.48it/s]
Average Loss = 49.611:  94%|█████████▍| 23460/25000 [07:15<00:27, 55.66it/s]
Average Loss = 49.6:  94%|█████████▍| 23460/25000 [07:15<00:27, 55.66it/s]  
Average Loss = 49.6:  94%|█████████▍| 23460/25000 [07:15<00:27, 55.66it/s]
Average Loss = 49.6:  94%|█████████▍| 23466/25000 [07:15<00:27, 55.53it/s]
Average Loss = 49.6:  94%|█████████▍| 23466/25000 [07:15<00:27, 55.53it/s]
Average Loss = 49.6:  94%|█████████▍| 23466/25000 [07:15<00:27, 55.53it/s]
Average Loss = 49.6:  94%|█████████▍| 23472/25000 [07:15<00:27, 55.48it/s]
Average Loss = 49.6:  94%|█████████▍| 23478/25000 [07:15<00:27, 55.52it/s]
Average Loss = 49.588:  94%|█████████▍| 23478/25000 [07:15<00:27, 55.52it/s]
Average Loss = 49.588:  94%|█████████▍| 23478/25000 [07:15<00:27, 55.52it/s]
Average Loss = 49.588:  94%|█████████▍| 23484/25000 [07:15<00:27, 55.51it/s]
Average Loss = 49.588:  94%|█████████▍| 23490/25000 [07:15<00:27, 55.66it/s]
Average Loss = 49.586:  94%|█████████▍| 23490/25000 [07:15<00:27, 55.66it/s]
Average Loss = 49.586:  94%|█████████▍| 23490/25000 [07:15<00:27, 55.66it/s]
Average Loss = 49.586:  94%|█████████▍| 23496/25000 [07:15<00:27, 55.59it/s]
Average Loss = 49.583:  94%|█████████▍| 23496/25000 [07:15<00:27, 55.59it/s]
Average Loss = 49.583:  94%|█████████▍| 23496/25000 [07:15<00:27, 55.59it/s]
Average Loss = 49.583:  94%|█████████▍| 23502/25000 [07:15<00:26, 55.59it/s]
Average Loss = 49.583:  94%|█████████▍| 23508/25000 [07:15<00:26, 55.79it/s]
Average Loss = 49.573:  94%|█████████▍| 23508/25000 [07:16<00:26, 55.79it/s]
Average Loss = 49.573:  94%|█████████▍| 23508/25000 [07:16<00:26, 55.79it/s]
Average Loss = 49.573:  94%|█████████▍| 23514/25000 [07:16<00:26, 55.75it/s]
Average Loss = 49.573:  94%|█████████▍| 23520/25000 [07:16<00:26, 55.86it/s]
Average Loss = 49.559:  94%|█████████▍| 23520/25000 [07:16<00:26, 55.86it/s]
Average Loss = 49.559:  94%|█████████▍| 23520/25000 [07:16<00:26, 55.86it/s]
Average Loss = 49.559:  94%|█████████▍| 23526/25000 [07:16<00:26, 55.74it/s]
Average Loss = 49.567:  94%|█████████▍| 23526/25000 [07:16<00:26, 55.74it/s]
Average Loss = 49.567:  94%|█████████▍| 23526/25000 [07:16<00:26, 55.74it/s]
Average Loss = 49.567:  94%|█████████▍| 23532/25000 [07:16<00:26, 55.08it/s]
Average Loss = 49.567:  94%|█████████▍| 23538/25000 [07:16<00:26, 55.35it/s]
Average Loss = 49.569:  94%|█████████▍| 23538/25000 [07:16<00:26, 55.35it/s]
Average Loss = 49.569:  94%|█████████▍| 23538/25000 [07:16<00:26, 55.35it/s]
Average Loss = 49.569:  94%|█████████▍| 23544/25000 [07:16<00:26, 55.42it/s]
Average Loss = 49.569:  94%|█████████▍| 23550/25000 [07:16<00:26, 55.54it/s]
Average Loss = 49.553:  94%|█████████▍| 23550/25000 [07:16<00:26, 55.54it/s]
Average Loss = 49.553:  94%|█████████▍| 23550/25000 [07:16<00:26, 55.54it/s]
Average Loss = 49.553:  94%|█████████▍| 23556/25000 [07:16<00:25, 55.56it/s]
Average Loss = 49.552:  94%|█████████▍| 23556/25000 [07:16<00:25, 55.56it/s]
Average Loss = 49.552:  94%|█████████▍| 23556/25000 [07:16<00:25, 55.56it/s]
Average Loss = 49.552:  94%|█████████▍| 23562/25000 [07:16<00:25, 55.61it/s]
Average Loss = 49.552:  94%|█████████▍| 23568/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.546:  94%|█████████▍| 23568/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.546:  94%|█████████▍| 23568/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.546:  94%|█████████▍| 23574/25000 [07:17<00:25, 55.72it/s]
Average Loss = 49.546:  94%|█████████▍| 23580/25000 [07:17<00:25, 55.76it/s]
Average Loss = 49.534:  94%|█████████▍| 23580/25000 [07:17<00:25, 55.76it/s]
Average Loss = 49.534:  94%|█████████▍| 23580/25000 [07:17<00:25, 55.76it/s]
Average Loss = 49.534:  94%|█████████▍| 23586/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.507:  94%|█████████▍| 23586/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.507:  94%|█████████▍| 23586/25000 [07:17<00:25, 55.77it/s]
Average Loss = 49.507:  94%|█████████▍| 23592/25000 [07:17<00:25, 55.75it/s]
Average Loss = 49.507:  94%|█████████▍| 23598/25000 [07:17<00:25, 55.83it/s]
Average Loss = 49.509:  94%|█████████▍| 23598/25000 [07:17<00:25, 55.83it/s]
Average Loss = 49.509:  94%|█████████▍| 23598/25000 [07:17<00:25, 55.83it/s]
Average Loss = 49.509:  94%|█████████▍| 23604/25000 [07:17<00:25, 55.72it/s]
Average Loss = 49.509:  94%|█████████▍| 23610/25000 [07:17<00:24, 55.78it/s]
Average Loss = 49.494:  94%|█████████▍| 23610/25000 [07:17<00:24, 55.78it/s]
Average Loss = 49.494:  94%|█████████▍| 23610/25000 [07:17<00:24, 55.78it/s]
Average Loss = 49.494:  94%|█████████▍| 23616/25000 [07:17<00:24, 55.75it/s]
Average Loss = 49.521:  94%|█████████▍| 23616/25000 [07:17<00:24, 55.75it/s]
Average Loss = 49.521:  94%|█████████▍| 23616/25000 [07:17<00:24, 55.75it/s]
Average Loss = 49.521:  94%|█████████▍| 23622/25000 [07:18<00:24, 55.80it/s]
Average Loss = 49.521:  95%|█████████▍| 23628/25000 [07:18<00:24, 55.77it/s]
Average Loss = 49.512:  95%|█████████▍| 23628/25000 [07:18<00:24, 55.77it/s]
Average Loss = 49.512:  95%|█████████▍| 23628/25000 [07:18<00:24, 55.77it/s]
Average Loss = 49.512:  95%|█████████▍| 23634/25000 [07:18<00:24, 55.67it/s]
Average Loss = 49.521:  95%|█████████▍| 23634/25000 [07:18<00:24, 55.67it/s]
Average Loss = 49.521:  95%|█████████▍| 23634/25000 [07:18<00:24, 55.67it/s]
Average Loss = 49.521:  95%|█████████▍| 23642/25000 [07:18<00:22, 60.50it/s]
Average Loss = 49.509:  95%|█████████▍| 23642/25000 [07:18<00:22, 60.50it/s]
Average Loss = 49.509:  95%|█████████▍| 23642/25000 [07:18<00:22, 60.50it/s]
Average Loss = 49.509:  95%|█████████▍| 23651/25000 [07:18<00:20, 65.31it/s]
Average Loss = 49.509:  95%|█████████▍| 23658/25000 [07:18<00:22, 60.28it/s]
Average Loss = 49.502:  95%|█████████▍| 23658/25000 [07:18<00:22, 60.28it/s]
Average Loss = 49.502:  95%|█████████▍| 23658/25000 [07:18<00:22, 60.28it/s]
Average Loss = 49.502:  95%|█████████▍| 23665/25000 [07:18<00:23, 56.87it/s]
Average Loss = 49.492:  95%|█████████▍| 23665/25000 [07:18<00:23, 56.87it/s]
Average Loss = 49.492:  95%|█████████▍| 23665/25000 [07:18<00:23, 56.87it/s]
Average Loss = 49.492:  95%|█████████▍| 23671/25000 [07:18<00:24, 54.96it/s]
Average Loss = 49.492:  95%|█████████▍| 23677/25000 [07:18<00:24, 53.66it/s]
Average Loss = 49.508:  95%|█████████▍| 23677/25000 [07:19<00:24, 53.66it/s]
Average Loss = 49.508:  95%|█████████▍| 23677/25000 [07:19<00:24, 53.66it/s]
Average Loss = 49.508:  95%|█████████▍| 23683/25000 [07:19<00:24, 52.82it/s]
Average Loss = 49.511:  95%|█████████▍| 23683/25000 [07:19<00:24, 52.82it/s]
Average Loss = 49.511:  95%|█████████▍| 23683/25000 [07:19<00:24, 52.82it/s]
Average Loss = 49.511:  95%|█████████▍| 23691/25000 [07:19<00:22, 58.64it/s]
Average Loss = 49.511:  95%|█████████▍| 23691/25000 [07:19<00:22, 58.64it/s]
Average Loss = 49.511:  95%|█████████▍| 23691/25000 [07:19<00:22, 58.64it/s]
Average Loss = 49.511:  95%|█████████▍| 23701/25000 [07:19<00:19, 65.70it/s]
Average Loss = 49.511:  95%|█████████▍| 23709/25000 [07:19<00:19, 64.82it/s]
Average Loss = 49.494:  95%|█████████▍| 23709/25000 [07:19<00:19, 64.82it/s]
Average Loss = 49.494:  95%|█████████▍| 23709/25000 [07:19<00:19, 64.82it/s]
Average Loss = 49.494:  95%|█████████▍| 23716/25000 [07:19<00:21, 59.96it/s]
Average Loss = 49.475:  95%|█████████▍| 23716/25000 [07:19<00:21, 59.96it/s]
Average Loss = 49.475:  95%|█████████▍| 23716/25000 [07:19<00:21, 59.96it/s]
Average Loss = 49.475:  95%|█████████▍| 23723/25000 [07:19<00:22, 56.91it/s]
Average Loss = 49.484:  95%|█████████▍| 23723/25000 [07:19<00:22, 56.91it/s]
Average Loss = 49.484:  95%|█████████▍| 23723/25000 [07:19<00:22, 56.91it/s]
Average Loss = 49.484:  95%|█████████▍| 23732/25000 [07:19<00:20, 63.32it/s]
Average Loss = 49.496:  95%|█████████▍| 23732/25000 [07:19<00:20, 63.32it/s]
Average Loss = 49.496:  95%|█████████▍| 23732/25000 [07:19<00:20, 63.32it/s]
Average Loss = 49.496:  95%|█████████▍| 23742/25000 [07:19<00:18, 69.81it/s]
Average Loss = 49.496:  95%|█████████▌| 23750/25000 [07:20<00:17, 70.12it/s]
Average Loss = 49.501:  95%|█████████▌| 23750/25000 [07:20<00:17, 70.12it/s]
Average Loss = 49.501:  95%|█████████▌| 23750/25000 [07:20<00:17, 70.12it/s]
Average Loss = 49.501:  95%|█████████▌| 23758/25000 [07:20<00:19, 65.19it/s]
Average Loss = 49.484:  95%|█████████▌| 23758/25000 [07:20<00:19, 65.19it/s]
Average Loss = 49.484:  95%|█████████▌| 23758/25000 [07:20<00:19, 65.19it/s]
Average Loss = 49.484:  95%|█████████▌| 23765/25000 [07:20<00:19, 62.11it/s]
Average Loss = 49.486:  95%|█████████▌| 23765/25000 [07:20<00:19, 62.11it/s]
Average Loss = 49.486:  95%|█████████▌| 23765/25000 [07:20<00:19, 62.11it/s]
Average Loss = 49.486:  95%|█████████▌| 23772/25000 [07:20<00:20, 60.21it/s]
Average Loss = 49.486:  95%|█████████▌| 23779/25000 [07:20<00:20, 58.99it/s]
Average Loss = 49.477:  95%|█████████▌| 23779/25000 [07:20<00:20, 58.99it/s]
Average Loss = 49.477:  95%|█████████▌| 23779/25000 [07:20<00:20, 58.99it/s]
Average Loss = 49.477:  95%|█████████▌| 23786/25000 [07:20<00:20, 58.09it/s]
Average Loss = 49.473:  95%|█████████▌| 23786/25000 [07:20<00:20, 58.09it/s]
Average Loss = 49.473:  95%|█████████▌| 23786/25000 [07:20<00:20, 58.09it/s]
Average Loss = 49.473:  95%|█████████▌| 23792/25000 [07:20<00:21, 57.40it/s]
Average Loss = 49.473:  95%|█████████▌| 23798/25000 [07:20<00:21, 57.07it/s]
Average Loss = 49.479:  95%|█████████▌| 23798/25000 [07:20<00:21, 57.07it/s]
Average Loss = 49.479:  95%|█████████▌| 23798/25000 [07:20<00:21, 57.07it/s]
Average Loss = 49.479:  95%|█████████▌| 23804/25000 [07:20<00:21, 56.75it/s]
Average Loss = 49.479:  95%|█████████▌| 23810/25000 [07:21<00:21, 56.56it/s]
Average Loss = 49.485:  95%|█████████▌| 23810/25000 [07:21<00:21, 56.56it/s]
Average Loss = 49.485:  95%|█████████▌| 23810/25000 [07:21<00:21, 56.56it/s]
Average Loss = 49.485:  95%|█████████▌| 23816/25000 [07:21<00:20, 56.42it/s]
Average Loss = 49.484:  95%|█████████▌| 23816/25000 [07:21<00:20, 56.42it/s]
Average Loss = 49.484:  95%|█████████▌| 23816/25000 [07:21<00:20, 56.42it/s]
Average Loss = 49.484:  95%|█████████▌| 23822/25000 [07:21<00:20, 56.33it/s]
Average Loss = 49.484:  95%|█████████▌| 23828/25000 [07:21<00:20, 56.26it/s]
Average Loss = 49.5:  95%|█████████▌| 23828/25000 [07:21<00:20, 56.26it/s]  
Average Loss = 49.5:  95%|█████████▌| 23828/25000 [07:21<00:20, 56.26it/s]
Average Loss = 49.5:  95%|█████████▌| 23834/25000 [07:21<00:20, 56.18it/s]
Average Loss = 49.5:  95%|█████████▌| 23840/25000 [07:21<00:20, 56.30it/s]
Average Loss = 49.506:  95%|█████████▌| 23840/25000 [07:21<00:20, 56.30it/s]
Average Loss = 49.506:  95%|█████████▌| 23840/25000 [07:21<00:20, 56.30it/s]
Average Loss = 49.506:  95%|█████████▌| 23846/25000 [07:21<00:20, 56.21it/s]
Average Loss = 49.502:  95%|█████████▌| 23846/25000 [07:21<00:20, 56.21it/s]
Average Loss = 49.502:  95%|█████████▌| 23846/25000 [07:21<00:20, 56.21it/s]
Average Loss = 49.502:  95%|█████████▌| 23852/25000 [07:21<00:20, 56.15it/s]
Average Loss = 49.502:  95%|█████████▌| 23858/25000 [07:21<00:20, 56.18it/s]
Average Loss = 49.503:  95%|█████████▌| 23858/25000 [07:21<00:20, 56.18it/s]
Average Loss = 49.503:  95%|█████████▌| 23858/25000 [07:21<00:20, 56.18it/s]
Average Loss = 49.503:  95%|█████████▌| 23864/25000 [07:22<00:20, 56.15it/s]
Average Loss = 49.503:  95%|█████████▌| 23870/25000 [07:22<00:20, 56.16it/s]
Average Loss = 49.508:  95%|█████████▌| 23870/25000 [07:22<00:20, 56.16it/s]
Average Loss = 49.508:  95%|█████████▌| 23870/25000 [07:22<00:20, 56.16it/s]
Average Loss = 49.508:  96%|█████████▌| 23876/25000 [07:22<00:20, 56.05it/s]
Average Loss = 49.51:  96%|█████████▌| 23876/25000 [07:22<00:20, 56.05it/s] 
Average Loss = 49.51:  96%|█████████▌| 23876/25000 [07:22<00:20, 56.05it/s]
Average Loss = 49.51:  96%|█████████▌| 23882/25000 [07:22<00:20, 55.80it/s]
Average Loss = 49.51:  96%|█████████▌| 23888/25000 [07:22<00:19, 55.97it/s]
Average Loss = 49.509:  96%|█████████▌| 23888/25000 [07:22<00:19, 55.97it/s]
Average Loss = 49.509:  96%|█████████▌| 23888/25000 [07:22<00:19, 55.97it/s]
Average Loss = 49.509:  96%|█████████▌| 23894/25000 [07:22<00:19, 55.93it/s]
Average Loss = 49.509:  96%|█████████▌| 23900/25000 [07:22<00:19, 56.00it/s]
Average Loss = 49.53:  96%|█████████▌| 23900/25000 [07:22<00:19, 56.00it/s] 
Average Loss = 49.53:  96%|█████████▌| 23900/25000 [07:22<00:19, 56.00it/s]
Average Loss = 49.53:  96%|█████████▌| 23906/25000 [07:22<00:19, 55.93it/s]
Average Loss = 49.527:  96%|█████████▌| 23906/25000 [07:22<00:19, 55.93it/s]
Average Loss = 49.527:  96%|█████████▌| 23906/25000 [07:22<00:19, 55.93it/s]
Average Loss = 49.527:  96%|█████████▌| 23912/25000 [07:22<00:19, 55.95it/s]
Average Loss = 49.527:  96%|█████████▌| 23918/25000 [07:23<00:19, 56.08it/s]
Average Loss = 49.519:  96%|█████████▌| 23918/25000 [07:23<00:19, 56.08it/s]
Average Loss = 49.519:  96%|█████████▌| 23918/25000 [07:23<00:19, 56.08it/s]
Average Loss = 49.519:  96%|█████████▌| 23924/25000 [07:23<00:19, 56.08it/s]
Average Loss = 49.519:  96%|█████████▌| 23930/25000 [07:23<00:19, 56.03it/s]
Average Loss = 49.508:  96%|█████████▌| 23930/25000 [07:23<00:19, 56.03it/s]
Average Loss = 49.508:  96%|█████████▌| 23930/25000 [07:23<00:19, 56.03it/s]
Average Loss = 49.508:  96%|█████████▌| 23936/25000 [07:23<00:18, 56.01it/s]
Average Loss = 49.503:  96%|█████████▌| 23936/25000 [07:23<00:18, 56.01it/s]
Average Loss = 49.503:  96%|█████████▌| 23936/25000 [07:23<00:18, 56.01it/s]
Average Loss = 49.503:  96%|█████████▌| 23942/25000 [07:23<00:18, 56.05it/s]
Average Loss = 49.503:  96%|█████████▌| 23948/25000 [07:23<00:18, 56.13it/s]
Average Loss = 49.498:  96%|█████████▌| 23948/25000 [07:23<00:18, 56.13it/s]
Average Loss = 49.498:  96%|█████████▌| 23948/25000 [07:23<00:18, 56.13it/s]
Average Loss = 49.498:  96%|█████████▌| 23954/25000 [07:23<00:18, 56.06it/s]
Average Loss = 49.498:  96%|█████████▌| 23960/25000 [07:23<00:18, 56.15it/s]
Average Loss = 49.51:  96%|█████████▌| 23960/25000 [07:23<00:18, 56.15it/s] 
Average Loss = 49.51:  96%|█████████▌| 23960/25000 [07:23<00:18, 56.15it/s]
Average Loss = 49.51:  96%|█████████▌| 23966/25000 [07:23<00:18, 56.09it/s]
Average Loss = 49.507:  96%|█████████▌| 23966/25000 [07:23<00:18, 56.09it/s]
Average Loss = 49.507:  96%|█████████▌| 23966/25000 [07:23<00:18, 56.09it/s]
Average Loss = 49.507:  96%|█████████▌| 23972/25000 [07:23<00:18, 56.10it/s]
Average Loss = 49.507:  96%|█████████▌| 23978/25000 [07:24<00:18, 56.20it/s]
Average Loss = 49.511:  96%|█████████▌| 23978/25000 [07:24<00:18, 56.20it/s]
Average Loss = 49.511:  96%|█████████▌| 23978/25000 [07:24<00:18, 56.20it/s]
Average Loss = 49.511:  96%|█████████▌| 23984/25000 [07:24<00:18, 56.13it/s]
Average Loss = 49.511:  96%|█████████▌| 23990/25000 [07:24<00:17, 56.18it/s]
Average Loss = 49.485:  96%|█████████▌| 23990/25000 [07:24<00:17, 56.18it/s]
Average Loss = 49.485:  96%|█████████▌| 23990/25000 [07:24<00:17, 56.18it/s]
Average Loss = 49.485:  96%|█████████▌| 23996/25000 [07:24<00:17, 56.10it/s]
Average Loss = 49.48:  96%|█████████▌| 23996/25000 [07:24<00:17, 56.10it/s] 
Average Loss = 49.48:  96%|█████████▌| 23996/25000 [07:24<00:17, 56.10it/s]
Average Loss = 49.48:  96%|█████████▌| 24002/25000 [07:24<00:17, 56.01it/s]
Average Loss = 49.48:  96%|█████████▌| 24008/25000 [07:24<00:17, 56.16it/s]
Average Loss = 49.472:  96%|█████████▌| 24008/25000 [07:24<00:17, 56.16it/s]
Average Loss = 49.472:  96%|█████████▌| 24008/25000 [07:24<00:17, 56.16it/s]
Average Loss = 49.472:  96%|█████████▌| 24014/25000 [07:24<00:17, 56.09it/s]
Average Loss = 49.472:  96%|█████████▌| 24020/25000 [07:24<00:17, 56.15it/s]
Average Loss = 49.474:  96%|█████████▌| 24020/25000 [07:24<00:17, 56.15it/s]
Average Loss = 49.474:  96%|█████████▌| 24020/25000 [07:24<00:17, 56.15it/s]
Average Loss = 49.474:  96%|█████████▌| 24026/25000 [07:24<00:17, 56.09it/s]
Average Loss = 49.491:  96%|█████████▌| 24026/25000 [07:25<00:17, 56.09it/s]
Average Loss = 49.491:  96%|█████████▌| 24026/25000 [07:25<00:17, 56.09it/s]
Average Loss = 49.491:  96%|█████████▌| 24032/25000 [07:25<00:17, 56.13it/s]
Average Loss = 49.491:  96%|█████████▌| 24038/25000 [07:25<00:17, 56.21it/s]
Average Loss = 49.484:  96%|█████████▌| 24038/25000 [07:25<00:17, 56.21it/s]
Average Loss = 49.484:  96%|█████████▌| 24038/25000 [07:25<00:17, 56.21it/s]
Average Loss = 49.484:  96%|█████████▌| 24044/25000 [07:25<00:17, 56.06it/s]
Average Loss = 49.484:  96%|█████████▌| 24050/25000 [07:25<00:16, 56.22it/s]
Average Loss = 49.49:  96%|█████████▌| 24050/25000 [07:25<00:16, 56.22it/s] 
Average Loss = 49.49:  96%|█████████▌| 24050/25000 [07:25<00:16, 56.22it/s]
Average Loss = 49.49:  96%|█████████▌| 24056/25000 [07:25<00:16, 55.88it/s]
Average Loss = 49.488:  96%|█████████▌| 24056/25000 [07:25<00:16, 55.88it/s]
Average Loss = 49.488:  96%|█████████▌| 24056/25000 [07:25<00:16, 55.88it/s]
Average Loss = 49.488:  96%|█████████▌| 24062/25000 [07:25<00:16, 55.87it/s]
Average Loss = 49.488:  96%|█████████▋| 24068/25000 [07:25<00:16, 56.07it/s]
Average Loss = 49.474:  96%|█████████▋| 24068/25000 [07:25<00:16, 56.07it/s]
Average Loss = 49.474:  96%|█████████▋| 24068/25000 [07:25<00:16, 56.07it/s]
Average Loss = 49.474:  96%|█████████▋| 24074/25000 [07:25<00:16, 55.98it/s]
Average Loss = 49.474:  96%|█████████▋| 24080/25000 [07:25<00:16, 56.08it/s]
Average Loss = 49.479:  96%|█████████▋| 24080/25000 [07:25<00:16, 56.08it/s]
Average Loss = 49.479:  96%|█████████▋| 24080/25000 [07:25<00:16, 56.08it/s]
Average Loss = 49.479:  96%|█████████▋| 24086/25000 [07:25<00:16, 56.13it/s]
Average Loss = 49.477:  96%|█████████▋| 24086/25000 [07:26<00:16, 56.13it/s]
Average Loss = 49.477:  96%|█████████▋| 24086/25000 [07:26<00:16, 56.13it/s]
Average Loss = 49.477:  96%|█████████▋| 24092/25000 [07:26<00:16, 56.08it/s]
Average Loss = 49.477:  96%|█████████▋| 24098/25000 [07:26<00:16, 56.08it/s]
Average Loss = 49.484:  96%|█████████▋| 24098/25000 [07:26<00:16, 56.08it/s]
Average Loss = 49.484:  96%|█████████▋| 24098/25000 [07:26<00:16, 56.08it/s]
Average Loss = 49.484:  96%|█████████▋| 24104/25000 [07:26<00:15, 56.06it/s]
Average Loss = 49.484:  96%|█████████▋| 24110/25000 [07:26<00:15, 55.85it/s]
Average Loss = 49.49:  96%|█████████▋| 24110/25000 [07:26<00:15, 55.85it/s] 
Average Loss = 49.49:  96%|█████████▋| 24110/25000 [07:26<00:15, 55.85it/s]
Average Loss = 49.49:  96%|█████████▋| 24116/25000 [07:26<00:15, 55.92it/s]
Average Loss = 49.495:  96%|█████████▋| 24116/25000 [07:26<00:15, 55.92it/s]
Average Loss = 49.495:  96%|█████████▋| 24116/25000 [07:26<00:15, 55.92it/s]
Average Loss = 49.495:  96%|█████████▋| 24122/25000 [07:26<00:15, 55.94it/s]
Average Loss = 49.495:  97%|█████████▋| 24128/25000 [07:26<00:17, 49.08it/s]
Average Loss = 49.496:  97%|█████████▋| 24128/25000 [07:26<00:17, 49.08it/s]
Average Loss = 49.496:  97%|█████████▋| 24128/25000 [07:26<00:17, 49.08it/s]
Average Loss = 49.496:  97%|█████████▋| 24134/25000 [07:26<00:17, 50.71it/s]
Average Loss = 49.496:  97%|█████████▋| 24140/25000 [07:27<00:16, 52.05it/s]
Average Loss = 49.494:  97%|█████████▋| 24140/25000 [07:27<00:16, 52.05it/s]
Average Loss = 49.494:  97%|█████████▋| 24140/25000 [07:27<00:16, 52.05it/s]
Average Loss = 49.494:  97%|█████████▋| 24146/25000 [07:27<00:16, 52.92it/s]
Average Loss = 49.517:  97%|█████████▋| 24146/25000 [07:27<00:16, 52.92it/s]
Average Loss = 49.517:  97%|█████████▋| 24146/25000 [07:27<00:16, 52.92it/s]
Average Loss = 49.517:  97%|█████████▋| 24152/25000 [07:27<00:15, 53.23it/s]
Average Loss = 49.517:  97%|█████████▋| 24158/25000 [07:27<00:15, 53.80it/s]
Average Loss = 49.521:  97%|█████████▋| 24158/25000 [07:27<00:15, 53.80it/s]
Average Loss = 49.521:  97%|█████████▋| 24158/25000 [07:27<00:15, 53.80it/s]
Average Loss = 49.521:  97%|█████████▋| 24164/25000 [07:27<00:15, 54.20it/s]
Average Loss = 49.521:  97%|█████████▋| 24170/25000 [07:27<00:15, 54.54it/s]
Average Loss = 49.519:  97%|█████████▋| 24170/25000 [07:27<00:15, 54.54it/s]
Average Loss = 49.519:  97%|█████████▋| 24170/25000 [07:27<00:15, 54.54it/s]
Average Loss = 49.519:  97%|█████████▋| 24176/25000 [07:27<00:15, 54.72it/s]
Average Loss = 49.529:  97%|█████████▋| 24176/25000 [07:27<00:15, 54.72it/s]
Average Loss = 49.529:  97%|█████████▋| 24176/25000 [07:27<00:15, 54.72it/s]
Average Loss = 49.529:  97%|█████████▋| 24182/25000 [07:27<00:14, 54.76it/s]
Average Loss = 49.529:  97%|█████████▋| 24188/25000 [07:27<00:14, 54.93it/s]
Average Loss = 49.509:  97%|█████████▋| 24188/25000 [07:27<00:14, 54.93it/s]
Average Loss = 49.509:  97%|█████████▋| 24188/25000 [07:27<00:14, 54.93it/s]
Average Loss = 49.509:  97%|█████████▋| 24194/25000 [07:27<00:14, 54.99it/s]
Average Loss = 49.509:  97%|█████████▋| 24200/25000 [07:28<00:14, 55.11it/s]
Average Loss = 49.504:  97%|█████████▋| 24200/25000 [07:28<00:14, 55.11it/s]
Average Loss = 49.504:  97%|█████████▋| 24200/25000 [07:28<00:14, 55.11it/s]
Average Loss = 49.504:  97%|█████████▋| 24206/25000 [07:28<00:14, 54.78it/s]
Average Loss = 49.527:  97%|█████████▋| 24206/25000 [07:28<00:14, 54.78it/s]
Average Loss = 49.527:  97%|█████████▋| 24206/25000 [07:28<00:14, 54.78it/s]
Average Loss = 49.527:  97%|█████████▋| 24212/25000 [07:28<00:14, 54.11it/s]
Average Loss = 49.527:  97%|█████████▋| 24218/25000 [07:28<00:14, 53.87it/s]
Average Loss = 49.517:  97%|█████████▋| 24218/25000 [07:28<00:14, 53.87it/s]
Average Loss = 49.517:  97%|█████████▋| 24218/25000 [07:28<00:14, 53.87it/s]
Average Loss = 49.517:  97%|█████████▋| 24224/25000 [07:28<00:14, 54.14it/s]
Average Loss = 49.517:  97%|█████████▋| 24230/25000 [07:28<00:14, 54.58it/s]
Average Loss = 49.528:  97%|█████████▋| 24230/25000 [07:28<00:14, 54.58it/s]
Average Loss = 49.528:  97%|█████████▋| 24230/25000 [07:28<00:14, 54.58it/s]
Average Loss = 49.528:  97%|█████████▋| 24236/25000 [07:28<00:13, 54.79it/s]
Average Loss = 49.543:  97%|█████████▋| 24236/25000 [07:28<00:13, 54.79it/s]
Average Loss = 49.543:  97%|█████████▋| 24236/25000 [07:28<00:13, 54.79it/s]
Average Loss = 49.543:  97%|█████████▋| 24242/25000 [07:28<00:13, 54.83it/s]
Average Loss = 49.543:  97%|█████████▋| 24248/25000 [07:28<00:13, 55.00it/s]
Average Loss = 49.534:  97%|█████████▋| 24248/25000 [07:29<00:13, 55.00it/s]
Average Loss = 49.534:  97%|█████████▋| 24248/25000 [07:29<00:13, 55.00it/s]
Average Loss = 49.534:  97%|█████████▋| 24254/25000 [07:29<00:13, 55.03it/s]
Average Loss = 49.534:  97%|█████████▋| 24260/25000 [07:29<00:13, 54.93it/s]
Average Loss = 49.55:  97%|█████████▋| 24260/25000 [07:29<00:13, 54.93it/s] 
Average Loss = 49.55:  97%|█████████▋| 24260/25000 [07:29<00:13, 54.93it/s]
Average Loss = 49.55:  97%|█████████▋| 24266/25000 [07:29<00:13, 54.90it/s]
Average Loss = 49.556:  97%|█████████▋| 24266/25000 [07:29<00:13, 54.90it/s]
Average Loss = 49.556:  97%|█████████▋| 24266/25000 [07:29<00:13, 54.90it/s]
Average Loss = 49.556:  97%|█████████▋| 24272/25000 [07:29<00:13, 54.81it/s]
Average Loss = 49.556:  97%|█████████▋| 24278/25000 [07:29<00:13, 55.01it/s]
Average Loss = 49.585:  97%|█████████▋| 24278/25000 [07:29<00:13, 55.01it/s]
Average Loss = 49.585:  97%|█████████▋| 24278/25000 [07:29<00:13, 55.01it/s]
Average Loss = 49.585:  97%|█████████▋| 24284/25000 [07:29<00:13, 54.89it/s]
Average Loss = 49.585:  97%|█████████▋| 24290/25000 [07:29<00:12, 55.04it/s]
Average Loss = 49.587:  97%|█████████▋| 24290/25000 [07:29<00:12, 55.04it/s]
Average Loss = 49.587:  97%|█████████▋| 24290/25000 [07:29<00:12, 55.04it/s]
Average Loss = 49.587:  97%|█████████▋| 24296/25000 [07:29<00:12, 55.07it/s]
Average Loss = 49.576:  97%|█████████▋| 24296/25000 [07:29<00:12, 55.07it/s]
Average Loss = 49.576:  97%|█████████▋| 24296/25000 [07:29<00:12, 55.07it/s]
Average Loss = 49.576:  97%|█████████▋| 24302/25000 [07:29<00:12, 55.00it/s]
Average Loss = 49.576:  97%|█████████▋| 24308/25000 [07:30<00:12, 55.12it/s]
Average Loss = 49.579:  97%|█████████▋| 24308/25000 [07:30<00:12, 55.12it/s]
Average Loss = 49.579:  97%|█████████▋| 24308/25000 [07:30<00:12, 55.12it/s]
Average Loss = 49.579:  97%|█████████▋| 24314/25000 [07:30<00:12, 54.87it/s]
Average Loss = 49.579:  97%|█████████▋| 24320/25000 [07:30<00:12, 54.95it/s]
Average Loss = 49.577:  97%|█████████▋| 24320/25000 [07:30<00:12, 54.95it/s]
Average Loss = 49.577:  97%|█████████▋| 24320/25000 [07:30<00:12, 54.95it/s]
Average Loss = 49.577:  97%|█████████▋| 24326/25000 [07:30<00:12, 54.41it/s]
Average Loss = 49.559:  97%|█████████▋| 24326/25000 [07:30<00:12, 54.41it/s]
Average Loss = 49.559:  97%|█████████▋| 24326/25000 [07:30<00:12, 54.41it/s]
Average Loss = 49.559:  97%|█████████▋| 24332/25000 [07:30<00:12, 54.60it/s]
Average Loss = 49.559:  97%|█████████▋| 24338/25000 [07:30<00:12, 54.88it/s]
Average Loss = 49.565:  97%|█████████▋| 24338/25000 [07:30<00:12, 54.88it/s]
Average Loss = 49.565:  97%|█████████▋| 24338/25000 [07:30<00:12, 54.88it/s]
Average Loss = 49.565:  97%|█████████▋| 24344/25000 [07:30<00:11, 54.91it/s]
Average Loss = 49.565:  97%|█████████▋| 24350/25000 [07:30<00:11, 55.13it/s]
Average Loss = 49.563:  97%|█████████▋| 24350/25000 [07:30<00:11, 55.13it/s]
Average Loss = 49.563:  97%|█████████▋| 24350/25000 [07:30<00:11, 55.13it/s]
Average Loss = 49.563:  97%|█████████▋| 24356/25000 [07:30<00:11, 55.06it/s]
Average Loss = 49.545:  97%|█████████▋| 24356/25000 [07:31<00:11, 55.06it/s]
Average Loss = 49.545:  97%|█████████▋| 24356/25000 [07:31<00:11, 55.06it/s]
Average Loss = 49.545:  97%|█████████▋| 24362/25000 [07:31<00:11, 55.07it/s]
Average Loss = 49.545:  97%|█████████▋| 24368/25000 [07:31<00:11, 54.14it/s]
Average Loss = 49.549:  97%|█████████▋| 24368/25000 [07:31<00:11, 54.14it/s]
Average Loss = 49.549:  97%|█████████▋| 24368/25000 [07:31<00:11, 54.14it/s]
Average Loss = 49.549:  97%|█████████▋| 24374/25000 [07:31<00:11, 53.68it/s]
Average Loss = 49.549:  98%|█████████▊| 24380/25000 [07:31<00:11, 54.24it/s]
Average Loss = 49.531:  98%|█████████▊| 24380/25000 [07:31<00:11, 54.24it/s]
Average Loss = 49.531:  98%|█████████▊| 24380/25000 [07:31<00:11, 54.24it/s]
Average Loss = 49.531:  98%|█████████▊| 24386/25000 [07:31<00:11, 54.38it/s]
Average Loss = 49.528:  98%|█████████▊| 24386/25000 [07:31<00:11, 54.38it/s]
Average Loss = 49.528:  98%|█████████▊| 24386/25000 [07:31<00:11, 54.38it/s]
Average Loss = 49.528:  98%|█████████▊| 24392/25000 [07:31<00:11, 54.63it/s]
Average Loss = 49.528:  98%|█████████▊| 24398/25000 [07:31<00:10, 54.84it/s]
Average Loss = 49.541:  98%|█████████▊| 24398/25000 [07:31<00:10, 54.84it/s]
Average Loss = 49.541:  98%|█████████▊| 24398/25000 [07:31<00:10, 54.84it/s]
Average Loss = 49.541:  98%|█████████▊| 24404/25000 [07:31<00:10, 54.90it/s]
Average Loss = 49.541:  98%|█████████▊| 24410/25000 [07:31<00:10, 55.04it/s]
Average Loss = 49.55:  98%|█████████▊| 24410/25000 [07:31<00:10, 55.04it/s] 
Average Loss = 49.55:  98%|█████████▊| 24410/25000 [07:31<00:10, 55.04it/s]
Average Loss = 49.55:  98%|█████████▊| 24416/25000 [07:32<00:10, 55.05it/s]
Average Loss = 49.533:  98%|█████████▊| 24416/25000 [07:32<00:10, 55.05it/s]
Average Loss = 49.533:  98%|█████████▊| 24416/25000 [07:32<00:10, 55.05it/s]
Average Loss = 49.533:  98%|█████████▊| 24422/25000 [07:32<00:10, 54.96it/s]
Average Loss = 49.533:  98%|█████████▊| 24428/25000 [07:32<00:10, 54.70it/s]
Average Loss = 49.529:  98%|█████████▊| 24428/25000 [07:32<00:10, 54.70it/s]
Average Loss = 49.529:  98%|█████████▊| 24428/25000 [07:32<00:10, 54.70it/s]
Average Loss = 49.529:  98%|█████████▊| 24434/25000 [07:32<00:10, 54.85it/s]
Average Loss = 49.529:  98%|█████████▊| 24440/25000 [07:32<00:10, 54.99it/s]
Average Loss = 49.521:  98%|█████████▊| 24440/25000 [07:32<00:10, 54.99it/s]
Average Loss = 49.521:  98%|█████████▊| 24440/25000 [07:32<00:10, 54.99it/s]
Average Loss = 49.521:  98%|█████████▊| 24446/25000 [07:32<00:10, 55.00it/s]
Average Loss = 49.514:  98%|█████████▊| 24446/25000 [07:32<00:10, 55.00it/s]
Average Loss = 49.514:  98%|█████████▊| 24446/25000 [07:32<00:10, 55.00it/s]
Average Loss = 49.514:  98%|█████████▊| 24452/25000 [07:32<00:09, 55.02it/s]
Average Loss = 49.514:  98%|█████████▊| 24458/25000 [07:32<00:09, 55.17it/s]
Average Loss = 49.5:  98%|█████████▊| 24458/25000 [07:32<00:09, 55.17it/s]  
Average Loss = 49.5:  98%|█████████▊| 24458/25000 [07:32<00:09, 55.17it/s]
Average Loss = 49.5:  98%|█████████▊| 24464/25000 [07:32<00:09, 55.11it/s]
Average Loss = 49.5:  98%|█████████▊| 24470/25000 [07:33<00:09, 55.26it/s]
Average Loss = 49.501:  98%|█████████▊| 24470/25000 [07:33<00:09, 55.26it/s]
Average Loss = 49.501:  98%|█████████▊| 24470/25000 [07:33<00:09, 55.26it/s]
Average Loss = 49.501:  98%|█████████▊| 24476/25000 [07:33<00:09, 55.27it/s]
Average Loss = 49.536:  98%|█████████▊| 24476/25000 [07:33<00:09, 55.27it/s]
Average Loss = 49.536:  98%|█████████▊| 24476/25000 [07:33<00:09, 55.27it/s]
Average Loss = 49.536:  98%|█████████▊| 24482/25000 [07:33<00:09, 54.76it/s]
Average Loss = 49.536:  98%|█████████▊| 24488/25000 [07:33<00:09, 54.95it/s]
Average Loss = 49.524:  98%|█████████▊| 24488/25000 [07:33<00:09, 54.95it/s]
Average Loss = 49.524:  98%|█████████▊| 24488/25000 [07:33<00:09, 54.95it/s]
Average Loss = 49.524:  98%|█████████▊| 24494/25000 [07:33<00:09, 54.96it/s]
Average Loss = 49.524:  98%|█████████▊| 24500/25000 [07:33<00:09, 55.12it/s]
Average Loss = 49.525:  98%|█████████▊| 24500/25000 [07:33<00:09, 55.12it/s]
Average Loss = 49.525:  98%|█████████▊| 24500/25000 [07:33<00:09, 55.12it/s]
Average Loss = 49.525:  98%|█████████▊| 24506/25000 [07:33<00:08, 55.11it/s]
Average Loss = 49.526:  98%|█████████▊| 24506/25000 [07:33<00:08, 55.11it/s]
Average Loss = 49.526:  98%|█████████▊| 24506/25000 [07:33<00:08, 55.11it/s]
Average Loss = 49.526:  98%|█████████▊| 24512/25000 [07:33<00:08, 55.16it/s]
Average Loss = 49.526:  98%|█████████▊| 24518/25000 [07:33<00:08, 55.21it/s]
Average Loss = 49.544:  98%|█████████▊| 24518/25000 [07:33<00:08, 55.21it/s]
Average Loss = 49.544:  98%|█████████▊| 24518/25000 [07:33<00:08, 55.21it/s]
Average Loss = 49.544:  98%|█████████▊| 24524/25000 [07:34<00:08, 55.16it/s]
Average Loss = 49.544:  98%|█████████▊| 24530/25000 [07:34<00:08, 55.28it/s]
Average Loss = 49.549:  98%|█████████▊| 24530/25000 [07:34<00:08, 55.28it/s]
Average Loss = 49.549:  98%|█████████▊| 24530/25000 [07:34<00:08, 55.28it/s]
Average Loss = 49.549:  98%|█████████▊| 24536/25000 [07:34<00:08, 54.89it/s]
Average Loss = 49.543:  98%|█████████▊| 24536/25000 [07:34<00:08, 54.89it/s]
Average Loss = 49.543:  98%|█████████▊| 24536/25000 [07:34<00:08, 54.89it/s]
Average Loss = 49.543:  98%|█████████▊| 24542/25000 [07:34<00:08, 54.93it/s]
Average Loss = 49.543:  98%|█████████▊| 24548/25000 [07:34<00:08, 54.97it/s]
Average Loss = 49.558:  98%|█████████▊| 24548/25000 [07:34<00:08, 54.97it/s]
Average Loss = 49.558:  98%|█████████▊| 24548/25000 [07:34<00:08, 54.97it/s]
Average Loss = 49.558:  98%|█████████▊| 24554/25000 [07:34<00:08, 54.94it/s]
Average Loss = 49.558:  98%|█████████▊| 24560/25000 [07:34<00:07, 55.03it/s]
Average Loss = 49.56:  98%|█████████▊| 24560/25000 [07:34<00:07, 55.03it/s] 
Average Loss = 49.56:  98%|█████████▊| 24560/25000 [07:34<00:07, 55.03it/s]
Average Loss = 49.56:  98%|█████████▊| 24566/25000 [07:34<00:07, 55.11it/s]
Average Loss = 49.564:  98%|█████████▊| 24566/25000 [07:34<00:07, 55.11it/s]
Average Loss = 49.564:  98%|█████████▊| 24566/25000 [07:34<00:07, 55.11it/s]
Average Loss = 49.564:  98%|█████████▊| 24572/25000 [07:34<00:07, 55.02it/s]
Average Loss = 49.564:  98%|█████████▊| 24578/25000 [07:34<00:07, 55.02it/s]
Average Loss = 49.555:  98%|█████████▊| 24578/25000 [07:35<00:07, 55.02it/s]
Average Loss = 49.555:  98%|█████████▊| 24578/25000 [07:35<00:07, 55.02it/s]
Average Loss = 49.555:  98%|█████████▊| 24584/25000 [07:35<00:07, 54.93it/s]
Average Loss = 49.555:  98%|█████████▊| 24590/25000 [07:35<00:07, 54.71it/s]
Average Loss = 49.557:  98%|█████████▊| 24590/25000 [07:35<00:07, 54.71it/s]
Average Loss = 49.557:  98%|█████████▊| 24590/25000 [07:35<00:07, 54.71it/s]
Average Loss = 49.557:  98%|█████████▊| 24596/25000 [07:35<00:07, 54.81it/s]
Average Loss = 49.549:  98%|█████████▊| 24596/25000 [07:35<00:07, 54.81it/s]
Average Loss = 49.549:  98%|█████████▊| 24596/25000 [07:35<00:07, 54.81it/s]
Average Loss = 49.549:  98%|█████████▊| 24602/25000 [07:35<00:07, 54.82it/s]
Average Loss = 49.549:  98%|█████████▊| 24608/25000 [07:35<00:07, 55.00it/s]
Average Loss = 49.576:  98%|█████████▊| 24608/25000 [07:35<00:07, 55.00it/s]
Average Loss = 49.576:  98%|█████████▊| 24608/25000 [07:35<00:07, 55.00it/s]
Average Loss = 49.576:  98%|█████████▊| 24614/25000 [07:35<00:07, 54.99it/s]
Average Loss = 49.576:  98%|█████████▊| 24620/25000 [07:35<00:06, 55.03it/s]
Average Loss = 49.541:  98%|█████████▊| 24620/25000 [07:35<00:06, 55.03it/s]
Average Loss = 49.541:  98%|█████████▊| 24620/25000 [07:35<00:06, 55.03it/s]
Average Loss = 49.541:  99%|█████████▊| 24626/25000 [07:35<00:06, 55.08it/s]
Average Loss = 49.517:  99%|█████████▊| 24626/25000 [07:35<00:06, 55.08it/s]
Average Loss = 49.517:  99%|█████████▊| 24626/25000 [07:35<00:06, 55.08it/s]
Average Loss = 49.517:  99%|█████████▊| 24632/25000 [07:35<00:06, 55.08it/s]
Average Loss = 49.517:  99%|█████████▊| 24638/25000 [07:36<00:06, 55.18it/s]
Average Loss = 49.513:  99%|█████████▊| 24638/25000 [07:36<00:06, 55.18it/s]
Average Loss = 49.513:  99%|█████████▊| 24638/25000 [07:36<00:06, 55.18it/s]
Average Loss = 49.513:  99%|█████████▊| 24644/25000 [07:36<00:06, 54.89it/s]
Average Loss = 49.513:  99%|█████████▊| 24650/25000 [07:36<00:06, 54.88it/s]
Average Loss = 49.525:  99%|█████████▊| 24650/25000 [07:36<00:06, 54.88it/s]
Average Loss = 49.525:  99%|█████████▊| 24650/25000 [07:36<00:06, 54.88it/s]
Average Loss = 49.525:  99%|█████████▊| 24656/25000 [07:36<00:06, 54.92it/s]
Average Loss = 49.525:  99%|█████████▊| 24656/25000 [07:36<00:06, 54.92it/s]
Average Loss = 49.525:  99%|█████████▊| 24656/25000 [07:36<00:06, 54.92it/s]
Average Loss = 49.525:  99%|█████████▊| 24662/25000 [07:36<00:06, 54.85it/s]
Average Loss = 49.525:  99%|█████████▊| 24668/25000 [07:36<00:06, 55.04it/s]
Average Loss = 49.534:  99%|█████████▊| 24668/25000 [07:36<00:06, 55.04it/s]
Average Loss = 49.534:  99%|█████████▊| 24668/25000 [07:36<00:06, 55.04it/s]
Average Loss = 49.534:  99%|█████████▊| 24674/25000 [07:36<00:05, 55.02it/s]
Average Loss = 49.534:  99%|█████████▊| 24680/25000 [07:36<00:05, 55.10it/s]
Average Loss = 49.544:  99%|█████████▊| 24680/25000 [07:36<00:05, 55.10it/s]
Average Loss = 49.544:  99%|█████████▊| 24680/25000 [07:36<00:05, 55.10it/s]
Average Loss = 49.544:  99%|█████████▊| 24686/25000 [07:36<00:05, 55.02it/s]
Average Loss = 49.531:  99%|█████████▊| 24686/25000 [07:37<00:05, 55.02it/s]
Average Loss = 49.531:  99%|█████████▊| 24686/25000 [07:37<00:05, 55.02it/s]
Average Loss = 49.531:  99%|█████████▉| 24692/25000 [07:37<00:05, 55.08it/s]
Average Loss = 49.531:  99%|█████████▉| 24698/25000 [07:37<00:05, 54.97it/s]
Average Loss = 49.521:  99%|█████████▉| 24698/25000 [07:37<00:05, 54.97it/s]
Average Loss = 49.521:  99%|█████████▉| 24698/25000 [07:37<00:05, 54.97it/s]
Average Loss = 49.521:  99%|█████████▉| 24704/25000 [07:37<00:05, 54.86it/s]
Average Loss = 49.521:  99%|█████████▉| 24710/25000 [07:37<00:05, 55.01it/s]
Average Loss = 49.53:  99%|█████████▉| 24710/25000 [07:37<00:05, 55.01it/s] 
Average Loss = 49.53:  99%|█████████▉| 24710/25000 [07:37<00:05, 55.01it/s]
Average Loss = 49.53:  99%|█████████▉| 24716/25000 [07:37<00:05, 54.95it/s]
Average Loss = 49.527:  99%|█████████▉| 24716/25000 [07:37<00:05, 54.95it/s]
Average Loss = 49.527:  99%|█████████▉| 24716/25000 [07:37<00:05, 54.95it/s]
Average Loss = 49.527:  99%|█████████▉| 24722/25000 [07:37<00:05, 54.94it/s]
Average Loss = 49.527:  99%|█████████▉| 24728/25000 [07:37<00:04, 55.02it/s]
Average Loss = 49.541:  99%|█████████▉| 24728/25000 [07:37<00:04, 55.02it/s]
Average Loss = 49.541:  99%|█████████▉| 24728/25000 [07:37<00:04, 55.02it/s]
Average Loss = 49.541:  99%|█████████▉| 24734/25000 [07:37<00:04, 55.06it/s]
Average Loss = 49.541:  99%|█████████▉| 24740/25000 [07:37<00:04, 55.16it/s]
Average Loss = 49.536:  99%|█████████▉| 24740/25000 [07:37<00:04, 55.16it/s]
Average Loss = 49.536:  99%|█████████▉| 24740/25000 [07:37<00:04, 55.16it/s]
Average Loss = 49.536:  99%|█████████▉| 24746/25000 [07:38<00:04, 55.15it/s]
Average Loss = 49.526:  99%|█████████▉| 24746/25000 [07:38<00:04, 55.15it/s]
Average Loss = 49.526:  99%|█████████▉| 24746/25000 [07:38<00:04, 55.15it/s]
Average Loss = 49.526:  99%|█████████▉| 24752/25000 [07:38<00:04, 55.05it/s]
Average Loss = 49.526:  99%|█████████▉| 24758/25000 [07:38<00:04, 54.87it/s]
Average Loss = 49.529:  99%|█████████▉| 24758/25000 [07:38<00:04, 54.87it/s]
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Average Loss = 49.529:  99%|█████████▉| 24764/25000 [07:38<00:04, 54.83it/s]
Average Loss = 49.529:  99%|█████████▉| 24770/25000 [07:38<00:04, 54.91it/s]
Average Loss = 49.542:  99%|█████████▉| 24770/25000 [07:38<00:04, 54.91it/s]
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Average Loss = 49.492:  99%|█████████▉| 24866/25000 [07:40<00:02, 54.87it/s]
Average Loss = 49.492:  99%|█████████▉| 24866/25000 [07:40<00:02, 54.87it/s]
Average Loss = 49.492:  99%|█████████▉| 24872/25000 [07:40<00:02, 55.00it/s]
Average Loss = 49.492: 100%|█████████▉| 24878/25000 [07:40<00:02, 54.95it/s]
Average Loss = 49.49: 100%|█████████▉| 24878/25000 [07:40<00:02, 54.95it/s] 
Average Loss = 49.49: 100%|█████████▉| 24878/25000 [07:40<00:02, 54.95it/s]
Average Loss = 49.49: 100%|█████████▉| 24884/25000 [07:40<00:02, 55.03it/s]
Average Loss = 49.49: 100%|█████████▉| 24890/25000 [07:40<00:01, 55.14it/s]
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Average Loss = 49.492: 100%|█████████▉| 24908/25000 [07:40<00:01, 55.21it/s]
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Average Loss = 49.49: 100%|█████████▉| 24938/25000 [07:41<00:01, 55.16it/s] 
Average Loss = 49.49: 100%|█████████▉| 24938/25000 [07:41<00:01, 55.16it/s]
Average Loss = 49.49: 100%|█████████▉| 24944/25000 [07:41<00:01, 55.13it/s]
Average Loss = 49.49: 100%|█████████▉| 24950/25000 [07:41<00:00, 55.26it/s]
Average Loss = 49.493: 100%|█████████▉| 24950/25000 [07:41<00:00, 55.26it/s]
Average Loss = 49.493: 100%|█████████▉| 24950/25000 [07:41<00:00, 55.26it/s]
Average Loss = 49.493: 100%|█████████▉| 24956/25000 [07:41<00:00, 55.18it/s]
Average Loss = 49.485: 100%|█████████▉| 24956/25000 [07:41<00:00, 55.18it/s]
Average Loss = 49.485: 100%|█████████▉| 24956/25000 [07:41<00:00, 55.18it/s]
Average Loss = 49.485: 100%|█████████▉| 24962/25000 [07:41<00:00, 55.19it/s]
Average Loss = 49.485: 100%|█████████▉| 24968/25000 [07:42<00:00, 55.26it/s]
Average Loss = 49.483: 100%|█████████▉| 24968/25000 [07:42<00:00, 55.26it/s]
Average Loss = 49.483: 100%|█████████▉| 24968/25000 [07:42<00:00, 55.26it/s]
Average Loss = 49.483: 100%|█████████▉| 24974/25000 [07:42<00:00, 55.03it/s]
Average Loss = 49.483: 100%|█████████▉| 24980/25000 [07:42<00:00, 55.05it/s]
Average Loss = 49.478: 100%|█████████▉| 24980/25000 [07:42<00:00, 55.05it/s]
Average Loss = 49.478: 100%|█████████▉| 24980/25000 [07:42<00:00, 55.05it/s]
Average Loss = 49.478: 100%|█████████▉| 24986/25000 [07:42<00:00, 55.08it/s]
Average Loss = 49.478: 100%|█████████▉| 24986/25000 [07:42<00:00, 55.08it/s]
Average Loss = 49.478: 100%|█████████▉| 24986/25000 [07:42<00:00, 55.08it/s]
Average Loss = 49.478: 100%|█████████▉| 24992/25000 [07:42<00:00, 55.04it/s]
Average Loss = 49.478: 100%|█████████▉| 24998/25000 [07:42<00:00, 55.13it/s]
Average Loss = 49.478: 100%|██████████| 25000/25000 [07:42<00:00, 54.03it/s]
Finished [100%]: Average Loss = 49.474
------------------------------ Captured log call -------------------------------
INFO     pymc3.variational.inference:inference.py:211 Finished [100%]: Average Loss = 49.474
_________ TestLinearRegressionFit.test_nuts_fit_returns_correct_model __________
joblib.externals.loky.process_executor._RemoteTraceback: 
"""
Traceback (most recent call last):
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/externals/loky/process_executor.py", line 357, in _sendback_result
    exception=exception))
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/externals/loky/backend/queues.py", line 238, in put
    obj = dumps(obj, reducers=self._reducers)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/externals/loky/backend/reduction.py", line 247, in dumps
    dump(obj, buf, reducers=reducers, protocol=protocol)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/externals/loky/backend/reduction.py", line 240, in dump
    _LokyPickler(file, reducers=reducers, protocol=protocol).dump(obj)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/externals/cloudpickle/cloudpickle.py", line 477, in dump
    return Pickler.dump(self, obj)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 409, in dump
    self.save(obj)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 521, in save
    self.save_reduce(obj=obj, *rv)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 634, in save_reduce
    save(state)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 476, in save
    f(self, obj) # Call unbound method with explicit self
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 821, in save_dict
    self._batch_setitems(obj.items())
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 847, in _batch_setitems
    save(v)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 476, in save
    f(self, obj) # Call unbound method with explicit self
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 781, in save_list
    self._batch_appends(obj)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 808, in _batch_appends
    save(tmp[0])
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 521, in save
    self.save_reduce(obj=obj, *rv)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 634, in save_reduce
    save(state)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 476, in save
    f(self, obj) # Call unbound method with explicit self
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 821, in save_dict
    self._batch_setitems(obj.items())
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 847, in _batch_setitems
    save(v)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 521, in save
    self.save_reduce(obj=obj, *rv)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 634, in save_reduce
    save(state)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 476, in save
    f(self, obj) # Call unbound method with explicit self
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 821, in save_dict
    self._batch_setitems(obj.items())
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 852, in _batch_setitems
    save(v)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 521, in save
    self.save_reduce(obj=obj, *rv)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 634, in save_reduce
    save(state)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 476, in save
    f(self, obj) # Call unbound method with explicit self
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 821, in save_dict
    self._batch_setitems(obj.items())
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 847, in _batch_setitems
    save(v)
  File "/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/pickle.py", line 496, in save
    rv = reduce(self.proto)
TypeError: can't pickle CVM objects
"""

The above exception was the direct cause of the following exception:

self = <pmlearn.linear_model.tests.test_base.TestLinearRegressionFit object at 0x7f4dd4d92a20>

    def test_nuts_fit_returns_correct_model(self):
        # Note: print is here so PyMC3 output won't overwrite the test name
        print('')
        self.nuts_lr.fit(self.X_train, self.y_train, inference_type='nuts',
>                        inference_args={'draws': 2000})

pmlearn/linear_model/tests/test_base.py:69: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
pmlearn/base.py:251: in fit
    self._inference(inference_type, inference_args)
pmlearn/base.py:65: in _inference
    self._nuts_inference(inference_args)
pmlearn/base.py:99: in _nuts_inference
    nuts_trace = pm.sample(step=step, **inference_args)
../anaconda3/envs/pymc-learn/lib/python3.6/site-packages/pymc3/sampling.py:442: in sample
    trace = _mp_sample(**sample_args)
../anaconda3/envs/pymc-learn/lib/python3.6/site-packages/pymc3/sampling.py:982: in _mp_sample
    traces = Parallel(n_jobs=cores, mmap_mode=None)(jobs)
../anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/parallel.py:1042: in __call__
    self.retrieve()
../anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/parallel.py:921: in retrieve
    self._output.extend(job.get(timeout=self.timeout))
../anaconda3/envs/pymc-learn/lib/python3.6/site-packages/joblib/_parallel_backends.py:540: in wrap_future_result
    return future.result(timeout=timeout)
../anaconda3/envs/pymc-learn/lib/python3.6/concurrent/futures/_base.py:432: in result
    return self.__get_result()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <Future at 0x7f4dd6ae2cc0 state=finished raised TypeError>

    def __get_result(self):
        if self._exception:
>           raise self._exception
E           TypeError: can't pickle CVM objects

../anaconda3/envs/pymc-learn/lib/python3.6/concurrent/futures/_base.py:384: TypeError
----------------------------- Captured stdout call -----------------------------

----------------------------- Captured stderr call -----------------------------
Multiprocess sampling (4 chains in 4 jobs)
NUTS: [s_log__, betas, alpha]

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100%|██████████| 2500/2500 [00:02<00:00, 1164.35it/s]/home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/multiprocessing/semaphore_tracker.py:143: UserWarning: semaphore_tracker: There appear to be 1 leaked semaphores to clean up at shutdown
  len(cache))
------------------------------ Captured log call -------------------------------
INFO     pymc3:sampling.py:439 Multiprocess sampling (4 chains in 4 jobs)
INFO     pymc3:sampling.py:162 NUTS: [s_log__, betas, alpha]
__ TestHierarchicalLogisticRegressionFit.test_advi_fit_returns_correct_model ___

self = <pmlearn.linear_model.tests.test_logistic.TestHierarchicalLogisticRegressionFit object at 0x7f4dd4c60048>

    def test_advi_fit_returns_correct_model(self):
        # Note: print is here so PyMC3 output won't overwrite the test name
        print('')
        self.advi_hlr.fit(self.X_train, self.y_train, self.cat_train,
                          minibatch_size=500, inference_args={"n": 50000})
    
        npt.assert_equal(self.num_cats, self.advi_hlr.num_cats)
        npt.assert_equal(self.num_pred, self.advi_hlr.num_pred)
    
        #TODO: Figure out best way to test
        #np.testing.assert_almost_equal(self.alphas,
        # self.advi_hlr.trace['alphas'].mean(), decimal=1)
        #np.testing.assert_almost_equal(self.betas,
        # self.advi_hlr.trace['betas'].mean(), decimal=1)
    
        # For now, just check that the estimated parameters
        # have the correct signs
        npt.assert_equal(
            np.sign(self.alphas),
>           np.sign(self.advi_hlr.trace['alpha'].mean(axis=0))
        )
E       AssertionError: 
E       Arrays are not equal
E       
E       Mismatched elements: 1 / 3 (33.3%)
E       Max absolute difference: 2.
E       Max relative difference: 2.
E        x: array([ 1., -1., -1.])
E        y: array([-1., -1., -1.])

pmlearn/linear_model/tests/test_logistic.py:91: AssertionError
----------------------------- Captured stdout call -----------------------------

----------------------------- Captured stderr call -----------------------------

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Average Loss = 355.41:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 432.49:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 430.22:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 428.82:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 431.13:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 430.15:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 429.2:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 429.61:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 428.81:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.81:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 428.88:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 429.41:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 429.41:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.68:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.68:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.06:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 428.67:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.67:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.18:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 428.18:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 427.81:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 427.81:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 427.67:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 427.67:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 427.29:   0%|          | 0/50000 [00:00<?, ?it/s]
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Average Loss = 425.8:   0%|          | 0/50000 [00:00<?, ?it/s] 
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Average Loss = 424.91:   0%|          | 0/50000 [00:00<?, ?it/s]
Average Loss = 424.91:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 424.65:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 424.65:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 424.62:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 424.62:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 424.31:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 422.5:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 422.33:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 422.33:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 421.87:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 421.87:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 421.39:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 421.47:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 421.93:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 422.25:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 421.89:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 421.89:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 422.08:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 421.51:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 420.35:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 419.99:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.92:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.92:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.33:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.33:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 419.05:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 418.4:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s] 
Average Loss = 418.4:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 418.81:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 418.81:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.08:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.08:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.13:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
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Average Loss = 419.23:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.23:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.25:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.25:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.26:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.26:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.02:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.02:   1%|          | 357/50000 [00:00<00:13, 3569.27it/s]
Average Loss = 419.02:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.64:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.64:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.54:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.54:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.19:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 418.19:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.9:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s] 
Average Loss = 417.9:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.8:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.8:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.54:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.54:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.06:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 417.06:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.83:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.83:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.67:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.67:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.71:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.71:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.34:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.34:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.08:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 416.08:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.57:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.57:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.55:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.55:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.4:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s] 
Average Loss = 415.4:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.11:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.11:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.09:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.09:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.05:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.05:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.15:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 415.15:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.93:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.93:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.87:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.87:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.56:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.56:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.31:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.31:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.04:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 414.04:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.79:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.79:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.69:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.69:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.66:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.66:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.37:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.37:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.25:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 413.25:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.77:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.77:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.67:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.67:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.11:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 412.11:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 411.96:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 411.96:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 411.3:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s] 
Average Loss = 411.3:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 410.57:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 410.57:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 410.07:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 410.07:   1%|▏         | 714/50000 [00:00<00:13, 3569.17it/s]
Average Loss = 410.07:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 409.9:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s] 
Average Loss = 409.9:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 409.63:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 409.63:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 409.41:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 409.41:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.66:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.66:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.42:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.42:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.17:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 408.17:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.75:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.75:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.34:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.34:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.34:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 407.34:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.99:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.99:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.29:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.29:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.11:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 406.11:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 405.87:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 405.87:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 405.7:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s] 
Average Loss = 405.7:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 405.22:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 405.22:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.69:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.69:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.35:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.35:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.08:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 404.08:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 403.55:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 403.55:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 403.02:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 403.02:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 402.73:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 402.73:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 402.29:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 402.29:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 401.89:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 401.89:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 401.3:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s] 
Average Loss = 401.3:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.89:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.89:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.57:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.57:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.35:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.35:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.33:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.33:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.01:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 400.01:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 399.74:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 399.74:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 399.45:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 399.45:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.97:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.97:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.88:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.88:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.69:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.69:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.25:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.25:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.19:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.19:   2%|▏         | 1072/50000 [00:00<00:13, 3570.05it/s]
Average Loss = 398.19:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.69:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.69:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.59:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.59:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.45:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 397.45:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.99:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.99:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.99:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.99:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.55:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 396.55:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 395.92:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 395.92:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 395.47:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 395.47:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 394.84:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 394.84:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 394.5:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s] 
Average Loss = 394.5:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.9:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.9:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.94:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.94:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.67:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.67:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.47:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.47:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.16:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.16:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.03:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 393.03:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.54:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.54:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.4:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s] 
Average Loss = 392.4:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.19:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.19:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.35:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 392.35:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 391.72:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 391.72:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 391.35:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 391.35:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 390.89:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 390.89:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 390.43:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 390.43:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 389.82:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 389.82:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 389.25:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 389.25:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.87:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.87:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.84:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.84:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.52:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.52:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.28:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.28:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.17:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 388.17:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 387.83:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 387.83:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 387.37:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 387.37:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 386.94:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 386.94:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 386.88:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 386.88:   3%|▎         | 1431/50000 [00:00<00:13, 3573.75it/s]
Average Loss = 386.88:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 386.71:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 386.71:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 386.3:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 386.3:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 386.12:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 386.12:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.91:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.91:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.67:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.67:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.59:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.59:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.27:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 385.27:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.83:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.83:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.54:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.54:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.32:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.32:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.04:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 384.04:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.65:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.65:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.63:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.63:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.2:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 383.2:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.06:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 383.06:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.9:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 382.9:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.81:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.81:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.6:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 382.6:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.34:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 382.34:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.76:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.76:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.61:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.61:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.31:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.31:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.15:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 381.15:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.7:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 380.7:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.58:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.58:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.3:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s] 
Average Loss = 380.3:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.32:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.32:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.13:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 380.13:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.75:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.75:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.43:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.43:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.12:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 379.12:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.83:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.83:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.85:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.85:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.49:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.49:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.44:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.44:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.36:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.36:   4%|▎         | 1790/50000 [00:00<00:13, 3578.53it/s]
Average Loss = 378.36:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 378.12:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 378.12:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.61:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.61:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.34:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.34:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.28:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 377.28:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.97:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.97:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.55:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.55:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.23:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.23:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.19:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376.19:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 376:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]   
Average Loss = 376:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.84:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.84:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.57:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.57:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.38:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.38:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.47:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.47:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.27:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.27:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.09:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375.09:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 375:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]   
Average Loss = 375:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.87:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.87:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.81:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.81:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.34:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 374.34:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.99:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.99:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.64:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.64:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.32:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.32:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 373.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.77:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.77:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.47:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.47:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.27:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.27:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.04:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 372.04:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.94:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.94:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.76:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.76:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.64:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.64:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.17:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.17:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 371.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.7:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s] 
Average Loss = 370.7:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.25:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.25:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.11:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.11:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.03:   4%|▍         | 2149/50000 [00:00<00:13, 3580.43it/s]
Average Loss = 370.03:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.63:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.63:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.61:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.61:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.34:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.34:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.15:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 369.15:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.97:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.97:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.69:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.69:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.49:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.49:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.55:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.55:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.34:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.34:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.18:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 368.18:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.99:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.99:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.9:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s] 
Average Loss = 367.9:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.52:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.52:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.41:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.41:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 367.2:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s] 
Average Loss = 367.2:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.9:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.9:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.69:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.69:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.67:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.67:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.51:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.51:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 366.3:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s] 
Average Loss = 366.3:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.92:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.92:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.85:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.85:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.58:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.58:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.22:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.22:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.3:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s] 
Average Loss = 365.3:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.28:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.28:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.25:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.25:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.02:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 365.02:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.77:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.77:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.65:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.65:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.25:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 364.25:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.98:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.98:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.96:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.96:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.85:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.85:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.51:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.51:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.37:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.37:   5%|▌         | 2508/50000 [00:00<00:13, 3582.12it/s]
Average Loss = 363.37:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 363.24:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 363.24:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 363.05:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 363.05:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 362.78:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 362.78:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 362.49:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 362.49:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 362:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]   
Average Loss = 362:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.87:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.87:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.69:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.69:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.52:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.52:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.27:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.27:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 361.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.89:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.89:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.88:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.88:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.8:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s] 
Average Loss = 360.8:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.54:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.54:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.37:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.37:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.27:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.27:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 360.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.91:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.91:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.7:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s] 
Average Loss = 359.7:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.57:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.57:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.42:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.42:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.41:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.41:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.26:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.26:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 359.1:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s] 
Average Loss = 359.1:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.83:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.83:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.7:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s] 
Average Loss = 358.7:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.48:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.48:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 358.14:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.97:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.97:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.85:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.85:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.62:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.62:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.48:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.48:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.24:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.24:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.11:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.11:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.13:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 357.13:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 356.9:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s] 
Average Loss = 356.9:   6%|▌         | 2867/50000 [00:00<00:13, 3584.11it/s]
Average Loss = 356.9:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.73:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.73:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.54:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.54:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.58:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.58:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.5:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s] 
Average Loss = 356.5:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.32:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.32:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.28:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.28:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.22:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.22:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.18:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.18:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.04:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 356.04:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.72:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.72:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.66:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.66:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.49:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.49:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.34:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.34:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.5:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s] 
Average Loss = 355.5:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.42:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.42:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.31:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.31:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 355.2:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s] 
Average Loss = 355.2:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.98:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.98:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.69:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.69:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.55:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.55:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.38:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.38:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.22:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.22:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.17:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.17:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.18:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.18:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.09:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.09:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.03:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 354.03:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.89:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.89:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.68:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.68:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.58:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.58:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.43:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.43:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.36:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.36:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.24:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.24:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.11:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 353.11:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.95:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.95:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.79:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.79:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.64:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.64:   6%|▋         | 3226/50000 [00:00<00:13, 3585.21it/s]
Average Loss = 352.64:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 352.38:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 352.38:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 352.24:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 352.24:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 352.1:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s] 
Average Loss = 352.1:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.92:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.92:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.74:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.74:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.63:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.63:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.45:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.45:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.35:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.35:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.11:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.11:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.05:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 351.05:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.93:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.93:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.87:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.87:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.68:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.68:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.5:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s] 
Average Loss = 350.5:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.5:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.5:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.46:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.46:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.16:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 350.16:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.99:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.99:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.92:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.92:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.94:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.94:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.85:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.85:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.68:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.68:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.57:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.57:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.51:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.51:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.31:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.31:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.14:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.14:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.04:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 349.04:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.96:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.96:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.87:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.87:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.71:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.71:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.51:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.51:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.38:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.38:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.17:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.17:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.09:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 348.09:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 347.93:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 347.93:   7%|▋         | 3586/50000 [00:01<00:12, 3587.05it/s]
Average Loss = 347.93:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.85:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.85:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.69:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.69:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s] 
Average Loss = 347.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.28:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.28:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.19:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.19:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.12:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.12:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.17:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.17:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 347.1:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s] 
Average Loss = 347.1:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.89:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.89:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.83:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.83:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.81:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.81:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.8:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s] 
Average Loss = 346.8:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.73:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.73:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.62:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.62:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.52:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.52:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.41:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.41:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.35:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.35:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.23:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.23:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.15:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.15:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.04:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 346.04:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.99:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.99:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.87:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.87:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.83:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.83:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.69:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.69:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.65:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.65:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s] 
Average Loss = 345.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.26:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.26:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.18:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.18:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.05:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 345.05:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.96:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.96:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.65:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.65:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.54:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.54:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s] 
Average Loss = 344.5:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.39:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.39:   8%|▊         | 3938/50000 [00:01<00:12, 3565.53it/s]
Average Loss = 344.39:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 344.3:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s] 
Average Loss = 344.3:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 344.12:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 344.12:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 344:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]   
Average Loss = 344:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.95:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.95:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.84:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.84:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.75:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.75:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.66:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.66:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.43:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.43:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.33:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.33:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.28:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.28:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.37:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.37:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.39:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.39:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.25:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.25:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.21:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.21:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.11:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.11:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.04:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 343.04:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.92:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.92:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.75:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.75:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.62:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.62:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.56:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.56:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.48:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.48:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.44:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.44:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.37:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.37:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.24:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.24:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.23:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.23:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.18:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.18:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.03:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342.03:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 342:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]   
Average Loss = 342:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.98:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.98:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.78:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.78:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.72:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.72:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.72:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.72:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.64:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.64:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.59:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.59:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.46:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.46:   9%|▊         | 4288/50000 [00:01<00:12, 3519.88it/s]
Average Loss = 341.46:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.33:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.33:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.23:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.23:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.09:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.09:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.06:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 341.06:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.88:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.88:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.87:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.87:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.78:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.78:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.7:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 340.7:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.63:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.63:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.5:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 340.5:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.45:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.45:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.38:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.38:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.27:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.27:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.2:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 340.2:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.04:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.04:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]   
Average Loss = 340:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.01:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 340.01:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.9:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 339.9:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.84:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.84:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.78:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.78:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.76:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.76:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.69:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.69:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.71:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.71:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.62:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.62:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.55:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.55:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.49:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.49:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.46:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.46:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.46:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.46:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.48:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.48:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.53:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.53:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.4:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 339.4:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.33:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.33:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.37:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.37:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.2:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s] 
Average Loss = 339.2:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.1:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.1:   9%|▉         | 4636/50000 [00:01<00:13, 3489.07it/s]
Average Loss = 339.1:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 339.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 339.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 339.03:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 339.03:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.88:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.88:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.69:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.69:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.69:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.69:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.7:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s] 
Average Loss = 338.7:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.57:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.57:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.44:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.44:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.37:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.37:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.38:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.38:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.34:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.34:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.31:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.31:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.17:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.17:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.15:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.15:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.05:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.05:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.06:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 338.06:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.9:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s] 
Average Loss = 337.9:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.76:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.76:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.73:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.73:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.73:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.73:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.65:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.65:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.61:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.61:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.54:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.54:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.56:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.56:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.41:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.41:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.27:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.27:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.24:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.24:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.16:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.16:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.1:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s] 
Average Loss = 337.1:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.13:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.13:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 337.08:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 336.9:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s] 
Average Loss = 336.9:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 336.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 336.77:  10%|▉         | 4989/50000 [00:01<00:12, 3501.14it/s]
Average Loss = 336.77:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.81:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.81:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.88:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.88:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.82:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.82:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.83:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.83:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.71:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.71:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.56:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.56:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.5:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s] 
Average Loss = 336.5:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.41:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.41:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.25:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.25:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.25:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.25:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.16:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.16:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.12:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.12:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.16:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.16:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.06:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.06:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.02:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 336.02:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.99:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.99:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.91:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.91:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.97:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.97:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.84:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.84:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.8:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s] 
Average Loss = 335.8:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.76:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.76:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.69:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.69:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.66:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.66:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.61:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.61:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.59:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.59:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.6:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s] 
Average Loss = 335.6:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.55:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.55:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.54:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.54:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.49:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.49:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.56:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.56:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.54:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.54:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.62:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.62:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.53:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.53:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.55:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.55:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.48:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.48:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.41:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.41:  11%|█         | 5348/50000 [00:01<00:12, 3524.81it/s]
Average Loss = 335.41:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.41:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.41:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.33:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.33:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.29:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.29:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.24:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.24:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.18:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.18:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.07:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.07:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.05:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.05:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.04:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 335.04:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.98:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.98:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.92:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.92:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.93:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.93:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.88:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.88:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.85:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.85:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.86:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.86:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.81:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.81:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.76:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.76:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.78:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.72:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.72:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.67:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.67:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.64:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.64:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.65:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.65:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.56:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.56:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.5:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s] 
Average Loss = 334.5:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.49:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.49:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.41:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.41:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.31:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.31:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.27:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.27:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.19:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.19:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.15:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.15:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.12:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.12:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.08:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.08:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.07:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 334.07:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 333.99:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 333.99:  11%|█▏        | 5701/50000 [00:01<00:12, 3525.20it/s]
Average Loss = 333.99:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 334:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]   
Average Loss = 334:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.93:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.93:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.89:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.89:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.81:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.81:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.86:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.86:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.73:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.73:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.65:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.65:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.63:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.63:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.62:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.62:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.64:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.64:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.63:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.63:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.52:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.52:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.38:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.38:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.32:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.32:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.26:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.26:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.22:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.22:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.15:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.15:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.11:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.11:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.1:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s] 
Average Loss = 333.1:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.09:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.09:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.06:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.06:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.99:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.99:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.98:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.98:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.98:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.98:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.92:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.92:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.97:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.97:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.97:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.97:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.06:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 333.06:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.95:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.95:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.81:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.81:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.76:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.76:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.6:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s] 
Average Loss = 332.6:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.55:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.55:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.45:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.45:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.43:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.43:  12%|█▏        | 6061/50000 [00:01<00:12, 3543.11it/s]
Average Loss = 332.43:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.49:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.49:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s] 
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.5:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.42:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.42:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.28:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.28:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.27:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.27:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.29:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.29:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.19:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.19:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.19:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.19:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.06:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.06:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.05:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.05:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.03:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.03:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.01:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 332.01:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.95:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.95:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.91:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.91:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.89:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.89:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.89:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.89:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.84:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.84:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.83:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.83:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.7:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s] 
Average Loss = 331.7:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.7:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.7:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.64:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.64:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.64:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.64:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.59:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.59:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.55:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.55:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.46:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.46:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.38:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.38:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.4:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s] 
Average Loss = 331.4:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.39:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.39:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.35:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.35:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.33:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.33:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.36:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.36:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.32:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.32:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.38:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.38:  13%|█▎        | 6415/50000 [00:01<00:12, 3528.66it/s]
Average Loss = 331.38:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.39:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.39:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.42:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.42:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.35:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.35:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.36:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.36:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.25:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.25:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.24:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.24:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.22:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.22:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.18:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.18:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.26:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.16:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.16:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.1:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s] 
Average Loss = 331.1:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.01:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 331.01:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.98:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.98:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s] 
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.8:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.8:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.75:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.75:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.73:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.73:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.71:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.71:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.78:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.78:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.82:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.82:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.87:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.87:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.84:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.84:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s] 
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.87:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.87:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s] 
Average Loss = 330.9:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.76:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.76:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.73:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.73:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.7:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s] 
Average Loss = 330.7:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.64:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.64:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.62:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.62:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.59:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.59:  14%|█▎        | 6769/50000 [00:01<00:12, 3531.65it/s]
Average Loss = 330.64:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.64:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.54:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.54:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.57:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.57:  14%|█▎        | 6769/50000 [00:02<00:12, 3531.65it/s]
Average Loss = 330.57:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.61:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.61:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.6:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s] 
Average Loss = 330.6:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.6:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.6:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.57:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.57:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.51:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.51:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.57:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.57:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.62:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.62:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.68:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.68:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.66:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.66:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.64:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.64:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.76:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.76:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.72:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.72:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.79:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.79:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.75:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.75:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.77:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.7:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s] 
Average Loss = 330.7:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.63:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.63:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.59:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.59:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.53:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.53:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.46:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.46:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.37:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.37:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.34:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.34:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.32:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.32:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.36:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.36:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.32:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.32:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.38:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.38:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.38:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.38:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.35:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.35:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.31:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.31:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.22:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.22:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.19:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.19:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.23:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.23:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.17:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.17:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.17:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.17:  14%|█▍        | 7126/50000 [00:02<00:12, 3540.84it/s]
Average Loss = 330.17:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.11:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.11:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.12:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.12:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.15:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.15:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.15:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.15:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.08:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.08:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.02:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 330.02:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.94:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.94:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.93:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.93:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.95:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.95:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.96:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.96:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.92:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.92:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.9:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s] 
Average Loss = 329.9:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.88:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.88:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.84:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.84:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.86:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.89:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.9:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s] 
Average Loss = 329.9:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.87:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.87:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.87:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.87:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.85:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.85:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.81:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.81:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.78:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.78:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.7:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s] 
Average Loss = 329.7:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.65:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.65:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.54:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.54:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.51:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.51:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.48:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.48:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.52:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.52:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.58:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.58:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.55:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.55:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.55:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.55:  15%|█▍        | 7485/50000 [00:02<00:11, 3553.17it/s]
Average Loss = 329.55:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.38:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.38:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.36:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.36:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.28:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.28:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.37:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.37:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.4:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s] 
Average Loss = 329.4:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.39:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.39:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.39:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.39:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.41:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.41:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.43:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.43:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.45:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.45:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.41:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.41:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.28:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.28:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.19:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.19:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.21:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.21:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.21:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.21:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.24:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.24:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.18:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.19:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.19:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.16:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.16:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.17:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.12:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.12:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.14:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.14:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.16:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.16:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.2:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s] 
Average Loss = 329.2:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 329.99:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.01:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.01:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.08:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.08:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.1:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s] 
Average Loss = 330.1:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.14:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.14:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.03:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.03:  16%|█▌        | 7845/50000 [00:02<00:11, 3564.87it/s]
Average Loss = 330.03:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.99:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.99:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]   
Average Loss = 330:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.88:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.88:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.81:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.81:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.84:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.84:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.7:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s] 
Average Loss = 329.7:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.68:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.68:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.68:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.68:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.59:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.59:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.57:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.57:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.57:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.57:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.62:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.62:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.63:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.63:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.69:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.69:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.76:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.76:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.82:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.82:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.89:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.89:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.89:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 329.89:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.29:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.29:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.26:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.26:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.21:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.21:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.21:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.21:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.22:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.22:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.27:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.27:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.23:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.23:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.28:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.28:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.28:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.28:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.31:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.31:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.25:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.24:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.24:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.35:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.35:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.4:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s] 
Average Loss = 330.4:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.41:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.41:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.37:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.37:  16%|█▋        | 8204/50000 [00:02<00:11, 3570.76it/s]
Average Loss = 330.37:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.37:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.37:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.45:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.45:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.32:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.32:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.36:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.36:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.3:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s] 
Average Loss = 330.3:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.3:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.3:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.36:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.36:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.33:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.35:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.35:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.32:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.32:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.29:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.29:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.22:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.22:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.21:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.21:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.22:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.22:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.31:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.31:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.29:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.29:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.34:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.26:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.26:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.23:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.24:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.15:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.15:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.14:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.14:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.16:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.16:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.18:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.11:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.11:  17%|█▋        | 8563/50000 [00:02<00:11, 3576.42it/s]
Average Loss = 330.11:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.12:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.12:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.18:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.18:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.16:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.16:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.3:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s] 
Average Loss = 330.3:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.3:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.3:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.23:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.23:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.1:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s] 
Average Loss = 330.1:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.14:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.14:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.12:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.12:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.08:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.08:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.97:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.97:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.06:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.06:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.04:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.04:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.1:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s] 
Average Loss = 330.1:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.03:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.03:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.01:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 330.01:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.99:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.99:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.99:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.99:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.93:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.93:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.91:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.91:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.08:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.08:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]   
Average Loss = 329:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.92:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.92:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.91:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.91:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.9:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s] 
Average Loss = 328.9:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.86:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.86:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.96:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 328.96:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.01:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.01:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.09:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.09:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.09:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.09:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.16:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.16:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.18:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.18:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.19:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.19:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.26:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.26:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.24:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.24:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.24:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.24:  18%|█▊        | 8923/50000 [00:02<00:11, 3581.26it/s]
Average Loss = 329.24:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.23:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.23:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.36:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.36:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.33:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.33:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.31:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.31:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.28:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.28:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.26:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.26:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.2:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s] 
Average Loss = 329.2:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.28:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.28:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.16:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.16:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.16:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 329.16:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.76:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.76:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.8:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s] 
Average Loss = 328.8:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.81:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.81:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.76:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.76:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.68:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.68:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.67:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.67:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.65:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.65:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.59:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.59:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.58:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.58:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.58:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.58:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.55:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.55:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.59:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.59:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.56:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.56:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.53:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.53:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.43:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.43:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.38:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.38:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.46:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.46:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.45:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.45:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.44:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.44:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.33:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.33:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.34:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.34:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.49:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.49:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▊        | 9282/50000 [00:02<00:11, 3583.65it/s]
Average Loss = 328.48:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.49:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.49:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.44:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.44:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.46:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.46:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.49:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.49:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.51:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.51:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.55:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.55:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.53:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.53:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.51:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.51:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.62:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.62:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.64:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 328.64:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.3:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s] 
Average Loss = 329.3:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.28:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.28:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.4:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s] 
Average Loss = 329.4:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.29:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.29:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.35:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.35:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.41:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.41:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.44:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.44:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.54:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.54:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.4:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s] 
Average Loss = 329.4:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.39:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.42:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.48:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.48:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.46:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.46:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.41:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.41:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.37:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.43:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.43:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.5:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s] 
Average Loss = 329.5:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.59:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.59:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.58:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.58:  19%|█▉        | 9642/50000 [00:02<00:11, 3587.02it/s]
Average Loss = 329.58:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.51:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.51:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.53:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.53:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.39:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.39:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.4:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.4:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.53:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.53:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.58:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.58:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.61:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.61:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.69:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.69:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.67:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.67:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.64:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.64:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.7:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.75:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.75:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.65:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.65:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.64:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.64:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.57:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.57:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.56:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.56:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.46:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.46:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.55:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.55:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.55:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.55:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.49:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.49:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s] 
Average Loss = 329.5:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.56:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.56:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.72:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.72:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.63:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.63:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.61:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.61:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.57:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.57:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.51:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.51:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  20%|██        | 10001/50000 [00:02<00:11, 3544.51it/s]
Average Loss = 329.59:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.5:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s] 
Average Loss = 329.5:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.47:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.47:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.49:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.49:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.52:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.52:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.44:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.44:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.47:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.47:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.52:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.52:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.59:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.59:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.69:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.69:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.7:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s] 
Average Loss = 329.7:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.74:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.74:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.7:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s] 
Average Loss = 329.7:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.75:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.75:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.79:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.79:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.78:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.78:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.76:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.76:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.77:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.77:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.72:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.72:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.73:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.73:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.68:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.68:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.67:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.67:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.76:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.76:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.8:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s] 
Average Loss = 329.8:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.9:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.9:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.98:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.98:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.83:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.83:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.78:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.78:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.69:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.69:  21%|██        | 10356/50000 [00:02<00:11, 3495.91it/s]
Average Loss = 329.7:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s] 
Average Loss = 329.7:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.67:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.67:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.61:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.61:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.57:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.57:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.53:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.53:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.48:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.48:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.51:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.51:  21%|██        | 10356/50000 [00:03<00:11, 3495.91it/s]
Average Loss = 329.51:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.62:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.62:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.49:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.49:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.55:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 329.55:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.68:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.68:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.74:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.74:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.74:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.74:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.73:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.73:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.7:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s] 
Average Loss = 328.7:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.71:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.71:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.72:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.72:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.72:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.72:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.69:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.69:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.64:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.64:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.54:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.55:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.55:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.57:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.57:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.66:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.66:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.63:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.63:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.61:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.61:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.62:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.62:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.59:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.5:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s] 
Average Loss = 328.5:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.46:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.46:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.47:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.47:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.44:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.4:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s] 
Average Loss = 328.4:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.42:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.26:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.26:  21%|██▏       | 10706/50000 [00:03<00:11, 3483.25it/s]
Average Loss = 328.26:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.23:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.23:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.23:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.23:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.19:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.19:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.13:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.13:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.1:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s] 
Average Loss = 328.1:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.02:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.02:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.09:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.09:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.08:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.08:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.96:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.96:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.85:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.85:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.96:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.96:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.03:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 328.03:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.99:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.99:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.92:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.92:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.81:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.81:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.83:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.83:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s] 
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.84:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.87:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.87:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.85:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.85:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s] 
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s] 
Average Loss = 327.9:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.88:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.88:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.89:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.87:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.87:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.79:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.69:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.69:  22%|██▏       | 11064/50000 [00:03<00:11, 3508.95it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.68:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.68:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.68:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.68:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.65:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.65:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.64:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.64:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.63:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.63:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.6:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s] 
Average Loss = 327.6:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.64:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.64:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.66:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.66:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.73:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.73:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.69:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.48:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.48:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.52:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.52:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.58:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.59:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.59:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.65:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.65:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.63:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.63:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.71:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.71:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.79:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.79:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.8:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s] 
Average Loss = 327.8:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.86:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.86:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.76:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.76:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.79:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.79:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.59:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.59:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.61:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.57:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.57:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.66:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.66:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.74:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.74:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.76:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.76:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.74:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.74:  23%|██▎       | 11427/50000 [00:03<00:10, 3542.40it/s]
Average Loss = 327.74:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.69:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.69:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.72:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.72:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.76:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.76:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.79:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.79:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s] 
Average Loss = 327.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.74:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.74:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s] 
Average Loss = 327.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.6:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s] 
Average Loss = 327.6:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.56:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.56:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.46:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 327.46:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.62:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.62:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.63:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.63:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.67:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.66:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.66:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s] 
Average Loss = 328.7:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.66:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.66:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.78:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.77:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.73:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.83:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.83:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.82:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.82:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.97:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.97:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.93:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.93:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.96:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.96:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.99:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 328.99:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]   
Average Loss = 329:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329.04:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329.04:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329.05:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329.05:  24%|██▎       | 11789/50000 [00:03<00:10, 3563.80it/s]
Average Loss = 329.05:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.07:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.07:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.07:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.07:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.98:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.98:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.99:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.99:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.01:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.01:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.04:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.04:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.1:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s] 
Average Loss = 329.1:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.06:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 329.06:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.91:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.91:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.85:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.85:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.83:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.83:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.76:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.76:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.71:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.71:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.79:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.79:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.71:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.71:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.67:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.67:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.68:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.68:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.66:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.66:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.67:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.67:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.62:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.62:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.6:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s] 
Average Loss = 328.6:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.62:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.62:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.63:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.63:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.52:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.52:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.59:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.59:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.68:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.68:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.81:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.81:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.77:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.77:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.8:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s] 
Average Loss = 328.8:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.74:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.74:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.84:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.84:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.82:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.91:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.91:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.94:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.94:  24%|██▍       | 12151/50000 [00:03<00:10, 3578.43it/s]
Average Loss = 328.94:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.99:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.99:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.99:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.99:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.97:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.97:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.94:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.94:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.96:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.96:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.97:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.97:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.87:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.87:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.85:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.85:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.9:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s] 
Average Loss = 328.9:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.91:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.91:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.96:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.96:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.93:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 328.93:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.42:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.42:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.38:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.38:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.3:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s] 
Average Loss = 329.3:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.4:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s] 
Average Loss = 329.4:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.47:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.47:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.43:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.43:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.36:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.29:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.29:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.21:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.21:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.17:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.17:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.15:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.15:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.11:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.11:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.18:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.18:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.15:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.15:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.12:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.12:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.05:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.05:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.03:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.03:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.02:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.1:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s] 
Average Loss = 329.1:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.1:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.1:  25%|██▌       | 12514/50000 [00:03<00:10, 3591.07it/s]
Average Loss = 329.1:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.19:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.19:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.16:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.16:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.21:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.21:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.23:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.23:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.2:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s] 
Average Loss = 329.2:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.28:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.28:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 329.3:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s] 
Average Loss = 329.3:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.15:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.15:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.1:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s] 
Average Loss = 328.1:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.12:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.12:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.15:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.15:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.1:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s] 
Average Loss = 328.1:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.2:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s] 
Average Loss = 328.2:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.22:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.22:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.07:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.97:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.97:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.99:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.99:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.97:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.97:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.96:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.96:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.05:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.05:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.06:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.06:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.09:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.03:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.02:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.96:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 327.96:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.01:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.01:  26%|██▌       | 12874/50000 [00:03<00:10, 3573.64it/s]
Average Loss = 328.01:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.08:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.08:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.02:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.02:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.07:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.09:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.09:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.1:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s] 
Average Loss = 328.1:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.19:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.19:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.16:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.16:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.24:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.24:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.26:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.26:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.28:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.28:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.22:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.22:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.14:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.14:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.11:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.11:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.1:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s] 
Average Loss = 328.1:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.06:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]   
Average Loss = 328:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.02:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.02:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.04:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328.04:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 328:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]   
Average Loss = 328:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.94:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.94:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.98:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.94:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.94:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.92:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.92:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.9:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s] 
Average Loss = 327.9:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.89:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.89:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.82:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.82:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.79:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.79:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.79:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.79:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.8:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s] 
Average Loss = 327.8:  26%|██▋       | 13233/50000 [00:03<00:10, 3576.09it/s]
Average Loss = 327.8:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.86:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.86:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.81:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.81:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.81:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.81:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.82:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.82:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.84:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.84:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.91:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.91:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.88:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.88:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.39:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.39:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s] 
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.37:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.37:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.36:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.36:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.41:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.41:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.44:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.44:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.37:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.37:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.36:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.36:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.46:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.53:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.53:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.53:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.53:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.55:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.55:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.55:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.55:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.5:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s] 
Average Loss = 327.5:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.47:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.47:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.39:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.39:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s] 
Average Loss = 327.3:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.41:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.41:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.34:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.33:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.35:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.35:  27%|██▋       | 13591/50000 [00:03<00:10, 3539.06it/s]
Average Loss = 327.35:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.37:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.37:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.42:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.42:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.53:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.53:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.5:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s] 
Average Loss = 327.5:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.55:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.55:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.52:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.52:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.47:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.47:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.53:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.53:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.55:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.55:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.4:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s] 
Average Loss = 327.4:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.34:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.34:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.41:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.41:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.42:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.42:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.36:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.36:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.25:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.25:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.18:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.18:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.24:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.24:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.2:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s] 
Average Loss = 327.2:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.2:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.2:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.13:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.13:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.11:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.11:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.05:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.05:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.09:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.09:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.06:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.06:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:03<00:10, 3554.15it/s]
Average Loss = 327.03:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.03:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.04:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.15:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.15:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.24:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.24:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.21:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.21:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.21:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.21:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.15:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.15:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.14:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.14:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.05:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.05:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.01:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.01:  28%|██▊       | 13951/50000 [00:04<00:10, 3554.15it/s]
Average Loss = 327.01:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.18:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.18:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.08:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.08:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.94:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.94:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.97:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.97:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.02:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.02:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.18:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.18:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.14:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.14:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.09:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.09:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.06:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.1:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s] 
Average Loss = 327.1:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.07:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.1:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s] 
Average Loss = 327.1:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.02:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327.02:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.93:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.93:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.89:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.89:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.86:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.86:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.95:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.95:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.96:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.96:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 327:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]   
Average Loss = 327:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.99:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.99:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.97:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.97:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.91:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.82:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.82:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.8:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s] 
Average Loss = 326.8:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.79:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.79:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.77:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.77:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.74:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.74:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.66:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.66:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.71:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.71:  29%|██▊       | 14312/50000 [00:04<00:10, 3568.58it/s]
Average Loss = 326.71:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.65:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.65:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.72:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.72:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.11:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.11:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.12:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.12:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.1:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s] 
Average Loss = 327.1:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.09:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.09:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.09:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.09:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.08:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.08:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.04:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 327.04:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.97:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.97:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.91:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.91:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.88:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.88:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s] 
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.86:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.86:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.85:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.85:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.77:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.77:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.78:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.78:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.81:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.81:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.8:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s] 
Average Loss = 326.8:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.79:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.79:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.78:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.78:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.85:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.85:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.81:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.81:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.79:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.79:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.8:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s] 
Average Loss = 326.8:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.75:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.75:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.86:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.86:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s] 
Average Loss = 326.9:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.73:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.73:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.74:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.63:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.63:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.67:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.67:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.71:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.71:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.63:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.63:  29%|██▉       | 14669/50000 [00:04<00:09, 3552.64it/s]
Average Loss = 326.63:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.56:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.56:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.65:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.65:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.66:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.66:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.66:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.66:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.72:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.72:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.82:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.82:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.9:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s] 
Average Loss = 326.9:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.92:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.92:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.05:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.05:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.03:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.03:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.03:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.03:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.01:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.01:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.12:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.12:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.05:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.05:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]   
Average Loss = 327:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.06:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.06:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.01:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.01:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.94:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.94:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.78:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.78:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.81:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.81:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.81:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.81:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.86:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.86:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.88:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.88:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.91:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.91:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.13:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.13:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.08:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.08:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.08:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.08:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.95:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.99:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 326.99:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.02:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.02:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  30%|███       | 15031/50000 [00:04<00:09, 3570.19it/s]
Average Loss = 327.04:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.98:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.98:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.9:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s] 
Average Loss = 326.9:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.96:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.96:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.94:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.94:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.92:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.92:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.88:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 326.9:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s] 
Average Loss = 326.9:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.01:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.01:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.09:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.09:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.19:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.19:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.18:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.18:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.1:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s] 
Average Loss = 327.1:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.14:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.24:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.24:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.3:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s] 
Average Loss = 327.3:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.32:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.32:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.39:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.39:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.41:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.41:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.42:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.42:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.37:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.37:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.36:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.36:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.32:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.32:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.4:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s] 
Average Loss = 327.4:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.46:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.46:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.47:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.47:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.46:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.46:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.07:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.07:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.13:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.13:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.07:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.07:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  31%|███       | 15393/50000 [00:04<00:09, 3584.12it/s]
Average Loss = 327.06:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.11:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.11:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.2:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s] 
Average Loss = 327.2:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.1:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.1:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.18:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.18:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.15:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.15:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.09:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.09:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.14:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.17:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.17:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.18:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.18:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.09:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.09:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.02:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.02:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.23:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.23:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.12:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.16:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.11:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.11:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.15:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.15:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.1:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s] 
Average Loss = 327.1:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.08:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.2:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s] 
Average Loss = 327.2:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.3:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.3:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.23:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.23:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.27:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.27:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.29:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.29:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.27:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.27:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.17:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.17:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.24:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.24:  32%|███▏      | 15752/50000 [00:04<00:09, 3535.50it/s]
Average Loss = 327.24:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.26:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.26:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.11:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.11:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.09:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.09:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.12:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.12:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.13:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.13:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.22:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.22:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.23:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.23:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.19:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.19:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.25:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.25:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.17:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.17:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.27:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.27:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.25:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.25:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.33:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.33:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.33:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.33:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.41:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.41:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.5:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s] 
Average Loss = 327.5:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.54:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.54:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.52:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.52:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.57:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.57:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.57:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.57:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.37:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.37:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.35:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.35:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.38:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.38:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.39:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.39:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.4:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s] 
Average Loss = 327.4:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.41:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.41:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.32:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.32:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.3:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s] 
Average Loss = 327.3:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.29:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.29:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.35:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.35:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.48:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.48:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.51:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.51:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  32%|███▏      | 16106/50000 [00:04<00:09, 3496.04it/s]
Average Loss = 327.53:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.53:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.53:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.6:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s] 
Average Loss = 327.6:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.68:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.68:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.6:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s] 
Average Loss = 327.6:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.55:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.55:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.47:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.47:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.73:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.73:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]   
Average Loss = 328:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.88:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.88:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.91:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.91:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.91:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.91:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.86:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.86:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.97:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.97:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.94:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.94:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.93:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.93:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.97:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.97:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.07:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.07:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.03:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.03:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.87:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.87:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.98:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.98:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]   
Average Loss = 328:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.93:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.93:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.96:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 327.92:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.03:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.03:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.05:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.05:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.12:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.12:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.14:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.14:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.1:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s] 
Average Loss = 328.1:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.14:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.14:  33%|███▎      | 16456/50000 [00:04<00:09, 3468.51it/s]
Average Loss = 328.14:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.14:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.14:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.19:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.19:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.21:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.21:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.22:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.22:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.25:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.25:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.2:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s] 
Average Loss = 328.2:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.15:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.15:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.27:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.27:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.25:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.25:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.24:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.24:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.26:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.26:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.24:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.24:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.28:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.28:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.27:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.27:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.17:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.17:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.12:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.12:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.17:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.17:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.11:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.11:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.18:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.18:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.19:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.19:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.23:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.23:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.16:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.16:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.07:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.07:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.98:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.98:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.03:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.03:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.01:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 328.01:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.91:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.91:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.98:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.98:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.99:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.99:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.89:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.89:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.86:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.86:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.88:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.88:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.81:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.81:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.85:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.85:  34%|███▎      | 16804/50000 [00:04<00:09, 3448.38it/s]
Average Loss = 327.85:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.84:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.84:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.99:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.99:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.97:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.97:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.03:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.03:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.06:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.06:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.07:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.07:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.05:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.05:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.08:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.08:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.01:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 328.01:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.86:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.86:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.86:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.86:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.87:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.87:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.77:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.76:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.76:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.78:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.78:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.75:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.75:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.78:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.78:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.82:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.82:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.79:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.79:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.84:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.84:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.83:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.88:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.88:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.8:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s] 
Average Loss = 327.8:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.69:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.69:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.63:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.63:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.59:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.59:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.61:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.61:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.61:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.61:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.57:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.57:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.65:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.65:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.59:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.59:  34%|███▍      | 17150/50000 [00:04<00:09, 3436.65it/s]
Average Loss = 327.59:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.63:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.63:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.64:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.64:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.46:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.46:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.17:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.17:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.19:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.19:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.24:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.24:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.18:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.18:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.18:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.18:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.16:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.16:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.22:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.22:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.29:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.29:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.35:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.35:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.34:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.34:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.26:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.26:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.31:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.31:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.29:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.29:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.24:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.24:  35%|███▍      | 17494/50000 [00:04<00:09, 3426.53it/s]
Average Loss = 327.19:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.19:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.26:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.26:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.28:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.28:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.4:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s] 
Average Loss = 327.4:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.38:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.38:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.36:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.36:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.25:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.14:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.14:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.07:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.07:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.03:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.03:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.07:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.07:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.32:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.32:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.3:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s] 
Average Loss = 327.3:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.28:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.28:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.23:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.23:  35%|███▍      | 17494/50000 [00:05<00:09, 3426.53it/s]
Average Loss = 327.23:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.32:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.32:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.31:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.31:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.43:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.43:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.47:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.47:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.26:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.26:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.26:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.26:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.27:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.27:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.24:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.24:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.27:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.27:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.37:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.37:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.39:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.39:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.41:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.41:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.45:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.48:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.48:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.41:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.41:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.42:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.42:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.53:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.53:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.55:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.55:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.62:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.62:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.59:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.59:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.58:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.58:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.6:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s] 
Average Loss = 327.6:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.59:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.59:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.66:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.66:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.66:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.66:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.74:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.74:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.77:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.77:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.87:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.87:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.77:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.77:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.75:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.75:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.74:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.74:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.78:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.78:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.67:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.67:  36%|███▌      | 17837/50000 [00:05<00:09, 3421.29it/s]
Average Loss = 327.67:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.69:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.69:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.73:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.73:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.71:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.71:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.74:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.74:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.74:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.74:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.71:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.71:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.86:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.86:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.85:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.85:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.96:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.96:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.99:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.99:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.95:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.95:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.01:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.01:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.96:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.96:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.04:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.04:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.98:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.99:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 327.99:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.16:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.16:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.11:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.11:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.14:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.14:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.18:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.18:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.35:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.35:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.39:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.39:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.43:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.43:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.4:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s] 
Average Loss = 328.4:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.39:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.39:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.47:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.47:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.47:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.47:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.41:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.41:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.38:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.38:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.28:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.28:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.23:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.23:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.29:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.29:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.35:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.35:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.36:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.36:  36%|███▋      | 18183/50000 [00:05<00:09, 3432.04it/s]
Average Loss = 328.36:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.4:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s] 
Average Loss = 328.4:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.34:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.34:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.31:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.31:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.25:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.25:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.25:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.25:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.24:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.24:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.13:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.13:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.23:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.23:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.21:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.21:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.22:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.24:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.24:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.49:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.49:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.49:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.49:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.39:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.39:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.44:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.44:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.33:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.33:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.27:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.27:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.32:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.32:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.31:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.31:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.28:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.26:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.26:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.06:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.06:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.01:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.01:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.08:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.08:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.07:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.07:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.14:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.14:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.1:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s] 
Average Loss = 328.1:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 327.96:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 327.96:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 327.9:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s] 
Average Loss = 327.9:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.05:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.05:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.08:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.08:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.09:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.09:  37%|███▋      | 18546/50000 [00:05<00:09, 3486.96it/s]
Average Loss = 328.09:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.12:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.12:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.18:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.18:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.64:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.64:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.58:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.58:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.54:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.54:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.6:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s] 
Average Loss = 328.6:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.58:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.58:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.52:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.52:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.54:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.54:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.51:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.51:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.47:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.47:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.45:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.45:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.42:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.42:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.35:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.35:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.4:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s] 
Average Loss = 328.4:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.43:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.43:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.44:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.44:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.39:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.39:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.39:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.39:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.4:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s] 
Average Loss = 328.4:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.36:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.36:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.37:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.37:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.28:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.28:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.27:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.27:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.26:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.26:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.26:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.26:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.27:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.27:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.29:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.29:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.06:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.06:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.02:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 328.02:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.95:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.95:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.91:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.91:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.93:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.93:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.99:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.99:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.89:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.89:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.92:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.92:  38%|███▊      | 18902/50000 [00:05<00:08, 3507.95it/s]
Average Loss = 327.92:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.77:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.77:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.77:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.77:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.83:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.83:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.88:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.88:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.81:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.81:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.92:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.92:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.89:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.89:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.9:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s] 
Average Loss = 327.9:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.93:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.93:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.75:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.75:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.67:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.67:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.53:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.53:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s] 
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.51:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.51:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.47:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.47:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.49:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.49:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.48:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.48:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s] 
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.46:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.46:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.64:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.64:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.56:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.56:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s] 
Average Loss = 327.5:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.54:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.44:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.44:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.55:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.55:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.59:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.59:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.62:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.62:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.64:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.64:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.62:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.62:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.76:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.63:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.63:  39%|███▊      | 19264/50000 [00:05<00:08, 3540.13it/s]
Average Loss = 327.63:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.62:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.62:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.63:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.63:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.66:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.66:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.65:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.65:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.61:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.61:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.38:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.38:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.28:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.28:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.33:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.33:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.24:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.24:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.36:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.36:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.43:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.43:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.51:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.51:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.54:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.54:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.56:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.56:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.59:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.59:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.65:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.65:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.6:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s] 
Average Loss = 327.6:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.66:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.66:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.71:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.71:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.98:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.98:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.8:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s] 
Average Loss = 327.8:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.98:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.98:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 328:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]   
Average Loss = 328:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.94:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.94:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.92:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.89:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.89:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.82:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.82:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.73:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.73:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.23:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.23:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.28:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.28:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.25:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.25:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.14:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.14:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.12:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.12:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.15:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.15:  39%|███▉      | 19627/50000 [00:05<00:08, 3564.59it/s]
Average Loss = 327.15:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.06:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.06:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.09:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.09:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.12:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.12:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.05:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.05:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.97:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.97:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.95:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.95:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.96:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.96:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.96:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.96:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.98:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.98:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.95:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.95:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.97:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 326.97:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]   
Average Loss = 327:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.01:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.01:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.1:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s] 
Average Loss = 327.1:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.23:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.23:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.19:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.19:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.22:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.22:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.22:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.22:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.2:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s] 
Average Loss = 327.2:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.16:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.13:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.14:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.14:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.18:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.18:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.15:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.15:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.14:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.14:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.08:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.08:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.04:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.04:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.07:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.01:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327.01:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]   
Average Loss = 327:  40%|███▉      | 19989/50000 [00:05<00:08, 3581.02it/s]
Average Loss = 327:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.94:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.94:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.9:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s] 
Average Loss = 326.9:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.98:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.98:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.04:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.04:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.98:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.98:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.04:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.04:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.15:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.15:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.27:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.27:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.23:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.23:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.21:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.21:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.25:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.25:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.33:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.33:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.13:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.13:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.18:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.18:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.14:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.14:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.07:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.07:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.11:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.11:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.06:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.06:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.09:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.09:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.07:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.07:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.13:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.13:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.01:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.01:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.05:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.02:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 327.02:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.93:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.97:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.97:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.96:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.97:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.97:  41%|████      | 20350/50000 [00:05<00:08, 3587.07it/s]
Average Loss = 326.97:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.87:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.87:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.73:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.73:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.74:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.74:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.81:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.77:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.77:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.73:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.73:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.66:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.66:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.45:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.45:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.37:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.37:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.4:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s] 
Average Loss = 326.4:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.32:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.32:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.31:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.31:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.44:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.44:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.52:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.52:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.47:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.47:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.42:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.42:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.42:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.42:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.38:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.38:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.37:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.37:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.33:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.33:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.4:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s] 
Average Loss = 326.4:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.48:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.48:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.51:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.51:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.51:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.51:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.67:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.67:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.66:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.66:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.7:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s] 
Average Loss = 326.7:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.64:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.64:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.56:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.56:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.6:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s] 
Average Loss = 326.6:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.72:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.7:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s] 
Average Loss = 326.7:  41%|████▏     | 20709/50000 [00:05<00:08, 3576.54it/s]
Average Loss = 326.7:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.7:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.7:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.75:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.75:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.73:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.73:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.72:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.72:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.62:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.62:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.69:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.69:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.69:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.69:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.7:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s] 
Average Loss = 326.7:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.66:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.66:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.62:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.62:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.65:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.65:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.64:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.74:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.74:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.73:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.73:  42%|████▏     | 21067/50000 [00:05<00:08, 3523.51it/s]
Average Loss = 326.74:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.74:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.94:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.94:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.88:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.88:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.88:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.88:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.92:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.92:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.97:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.97:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.98:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.98:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.02:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.02:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.04:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.04:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.06:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.06:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.08:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.08:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.1:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s] 
Average Loss = 327.1:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.1:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.1:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.03:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327.03:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 327:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]   
Average Loss = 327:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  42%|████▏     | 21067/50000 [00:06<00:08, 3523.51it/s]
Average Loss = 326.99:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 327.02:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 327.02:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 327.03:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 327.03:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.97:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.97:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.8:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.8:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.73:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.73:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.74:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.74:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.76:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.76:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.73:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.73:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.71:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.71:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.74:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.74:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.68:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.68:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.69:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.69:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.7:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.7:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.65:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.65:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.67:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.67:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.66:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.66:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.68:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.68:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.63:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.63:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.59:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.59:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.56:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.56:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.54:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.54:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.57:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.57:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.52:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.52:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.6:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.63:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.63:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.66:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.66:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.65:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.65:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.67:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.67:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.7:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s] 
Average Loss = 326.7:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.72:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.69:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.69:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.75:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.75:  43%|████▎     | 21420/50000 [00:06<00:08, 3488.26it/s]
Average Loss = 326.75:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.73:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.73:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.68:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.68:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.75:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.75:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.78:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.78:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.77:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.85:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.85:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.84:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.84:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.83:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.83:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.69:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.69:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.67:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.67:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.71:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.71:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.75:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.75:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.99:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.99:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.92:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.92:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.91:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.91:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.91:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.91:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.95:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.95:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.86:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.86:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.88:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.97:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.97:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.9:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s] 
Average Loss = 326.9:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.9:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.9:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.95:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.95:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 327.06:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 327.06:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.98:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.97:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.97:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.92:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.92:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.93:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.93:  44%|████▎     | 21777/50000 [00:06<00:08, 3510.46it/s]
Average Loss = 326.93:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.96:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.96:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 327.01:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 327.01:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 327:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]   
Average Loss = 327:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.97:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.97:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.9:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s] 
Average Loss = 326.9:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.87:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.87:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.87:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.87:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.98:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.98:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.89:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.89:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.97:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.97:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.9:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s] 
Average Loss = 326.9:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.65:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.65:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.77:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.77:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.79:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.73:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.73:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.72:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.72:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.66:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.66:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.64:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.64:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.73:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.73:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.82:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.82:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.76:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.76:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.75:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.75:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.78:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.78:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.76:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.76:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.77:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.77:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.75:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.75:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.71:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.71:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.74:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.71:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.71:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.64:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.64:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.61:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.61:  44%|████▍     | 22129/50000 [00:06<00:07, 3508.52it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.66:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.66:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.56:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.56:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.63:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.63:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.79:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.79:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.82:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.82:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.81:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.81:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.76:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.76:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.76:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.76:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.75:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.75:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.74:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.74:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.68:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.68:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.68:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.68:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.65:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.63:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.63:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.7:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s] 
Average Loss = 326.7:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.67:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.67:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.7:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s] 
Average Loss = 326.7:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.69:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.78:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.78:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.62:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.58:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.58:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.59:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.59:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.58:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.58:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.61:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.55:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.55:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.56:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.56:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.6:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s] 
Average Loss = 326.6:  45%|████▍     | 22480/50000 [00:06<00:07, 3508.77it/s]
Average Loss = 326.6:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.58:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.58:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.54:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.54:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.55:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.55:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.63:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.63:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.73:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.73:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.7:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s] 
Average Loss = 326.7:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.73:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.73:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.61:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.61:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.61:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.61:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.64:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.64:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.7:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s] 
Average Loss = 326.7:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.68:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.68:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.76:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.76:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.77:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.77:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.78:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.78:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.79:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.79:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.78:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.78:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.81:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.81:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.81:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.81:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.75:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.75:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.68:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.68:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.74:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.74:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.71:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.69:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.69:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.77:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.77:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.79:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.79:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.74:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.74:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.67:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.69:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.69:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.65:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.65:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.64:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.64:  46%|████▌     | 22831/50000 [00:06<00:07, 3487.98it/s]
Average Loss = 326.64:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.62:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.62:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.69:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.69:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.65:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.54:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.54:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.58:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.58:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.5:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s] 
Average Loss = 326.5:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.54:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.54:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.52:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.52:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.63:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.63:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.64:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.64:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.7:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s] 
Average Loss = 326.7:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.72:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.72:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.72:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.72:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.53:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.53:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.42:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.42:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.47:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.47:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.99:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.99:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.98:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.98:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.93:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.93:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.9:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s] 
Average Loss = 326.9:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.97:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.97:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.98:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 326.98:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]   
Average Loss = 327:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.03:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.03:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.09:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.09:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.11:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.11:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.04:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.04:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.11:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.11:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.12:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.12:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.2:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s] 
Average Loss = 327.2:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.15:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.15:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.17:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.17:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.12:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.12:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.19:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.19:  46%|████▋     | 23194/50000 [00:06<00:07, 3527.04it/s]
Average Loss = 327.19:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.99:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.99:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.01:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.01:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.05:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.05:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.07:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.07:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.12:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.12:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.22:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.22:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.16:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.16:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.21:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.21:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.23:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.23:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.18:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.18:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.07:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.07:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.08:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.08:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.1:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s] 
Average Loss = 327.1:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.05:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.05:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.03:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.03:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]   
Average Loss = 327:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.12:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.12:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.06:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.16:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.16:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.09:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.03:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.03:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.02:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 327.02:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.95:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.95:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.98:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.98:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.9:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s] 
Average Loss = 326.9:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.82:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.82:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.69:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.69:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.68:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.68:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.86:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.86:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.89:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.89:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.86:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.86:  47%|████▋     | 23557/50000 [00:06<00:07, 3554.99it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.83:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.83:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.81:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.81:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.79:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.79:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.75:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.75:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.67:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.67:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.67:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.67:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.63:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.63:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s] 
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.6:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.57:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.57:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.54:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.54:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.5:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s] 
Average Loss = 326.5:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.45:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.45:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.43:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.43:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.41:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.41:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.4:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s] 
Average Loss = 326.4:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.37:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.37:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.37:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.37:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.42:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.42:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.41:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.41:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.35:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.35:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.31:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.31:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.82:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.82:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.79:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.79:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.88:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.88:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.85:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.85:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.84:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.84:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.91:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.91:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.85:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.85:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  48%|████▊     | 23920/50000 [00:06<00:07, 3574.92it/s]
Average Loss = 326.86:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.82:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.82:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.8:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s] 
Average Loss = 326.8:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.79:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.79:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.82:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.82:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.81:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.81:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.73:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.73:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.77:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.77:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.84:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.84:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.94:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.94:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.97:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.97:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.42:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.42:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.42:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.42:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.4:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s] 
Average Loss = 326.4:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.47:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.47:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.45:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.45:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.55:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.55:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.55:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.55:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.54:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.54:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.52:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.52:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.46:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.46:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.5:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s] 
Average Loss = 326.5:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.43:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.43:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.38:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.38:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.29:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.29:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.34:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.34:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.32:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.32:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.36:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.36:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.27:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.27:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.23:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.23:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.2:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s] 
Average Loss = 326.2:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.24:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▊     | 24278/50000 [00:06<00:07, 3550.37it/s]
Average Loss = 326.21:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.28:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.28:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.31:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.31:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.33:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.33:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.41:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.41:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.55:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.55:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.56:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.56:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.56:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.56:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.58:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.58:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.69:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.69:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.7:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s] 
Average Loss = 326.7:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.66:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.66:  49%|████▉     | 24634/50000 [00:06<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.52:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.52:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.59:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.6:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s] 
Average Loss = 326.6:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.63:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.63:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.65:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.65:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.69:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.69:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.72:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.72:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.76:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.76:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.82:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.82:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.9:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s] 
Average Loss = 326.9:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.89:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.89:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.71:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.71:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.7:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s] 
Average Loss = 326.7:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.73:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.73:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.73:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.73:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.75:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.75:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.75:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.75:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.78:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.78:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.81:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.79:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.79:  49%|████▉     | 24634/50000 [00:07<00:07, 3504.56it/s]
Average Loss = 326.79:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.72:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.72:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.67:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.67:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.64:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.64:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.69:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.69:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.72:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.72:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.79:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.79:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.82:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.82:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.91:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.91:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.88:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.88:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.97:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.97:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.94:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.9:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s] 
Average Loss = 326.9:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.92:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.92:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.81:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.81:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.48:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.48:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.47:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.47:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.53:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.53:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.46:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.46:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.44:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.44:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.4:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s] 
Average Loss = 326.4:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.4:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.4:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.43:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.43:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.42:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.42:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.43:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.43:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.41:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.41:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.28:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.28:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.42:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.42:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.37:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.37:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.39:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.39:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.36:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.36:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.32:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.32:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.26:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.26:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.36:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.36:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.39:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.39:  50%|████▉     | 24985/50000 [00:07<00:07, 3485.98it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.35:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.35:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.5:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s] 
Average Loss = 326.5:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.58:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.58:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.59:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.59:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.53:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.53:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.42:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.42:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.32:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.32:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.25:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.25:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.41:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.41:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.43:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.38:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.38:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s] 
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.46:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.46:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.44:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.44:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.49:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.49:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.46:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.46:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s] 
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.39:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.35:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.35:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.31:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.31:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.36:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s] 
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.4:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.34:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.25:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.25:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.19:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.19:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.22:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.22:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.18:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.18:  51%|█████     | 25348/50000 [00:07<00:06, 3526.06it/s]
Average Loss = 326.18:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.1:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 326.1:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.18:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.18:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.2:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 326.2:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.18:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.18:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.14:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.14:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.17:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.17:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.13:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.16:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.16:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.11:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.11:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.05:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.05:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.03:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.03:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]   
Average Loss = 326:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.02:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 326.02:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.93:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.93:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.86:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.86:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.83:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.83:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.79:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.79:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.77:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.77:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.69:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.69:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.75:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.75:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.83:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.83:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.87:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.87:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.85:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.85:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.86:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.86:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.92:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.92:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.94:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.94:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.88:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.88:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 325.8:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.76:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.76:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.68:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.68:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.6:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s] 
Average Loss = 325.6:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.67:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.67:  51%|█████▏    | 25711/50000 [00:07<00:06, 3553.44it/s]
Average Loss = 325.67:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.71:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.71:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.91:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.91:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.94:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.94:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.85:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.85:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.92:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.92:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.94:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.94:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.91:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.91:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.69:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.69:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.66:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.66:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.68:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.68:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.69:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.69:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.81:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.81:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.79:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.79:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.79:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.79:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.72:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.72:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.65:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.65:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.66:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.66:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.77:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.77:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.65:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.65:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.67:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.67:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.63:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.61:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.61:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.6:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s] 
Average Loss = 325.6:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.62:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.62:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.57:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.57:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.64:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.64:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.56:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.56:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.52:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.52:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.49:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.49:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.42:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.42:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.43:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.43:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.47:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.47:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.57:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.57:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.6:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s] 
Average Loss = 325.6:  52%|█████▏    | 26074/50000 [00:07<00:06, 3574.90it/s]
Average Loss = 325.6:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.63:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.63:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.49:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.49:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.44:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.44:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.46:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.46:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.32:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.32:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.36:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.36:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.4:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s] 
Average Loss = 325.4:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.45:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.45:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.5:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s] 
Average Loss = 325.5:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.57:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.57:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.47:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.51:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.51:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.48:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.52:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.52:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.46:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.46:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.33:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.33:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.3:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s] 
Average Loss = 325.3:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.43:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.43:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.41:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.41:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.4:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s] 
Average Loss = 325.4:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.39:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.43:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.43:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.36:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.36:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.37:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.38:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.38:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.35:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.35:  53%|█████▎    | 26437/50000 [00:07<00:06, 3588.88it/s]
Average Loss = 325.35:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.41:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.41:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.44:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.44:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.51:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.51:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.54:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.54:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.6:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s] 
Average Loss = 325.6:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.63:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.63:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.64:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.64:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.74:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.74:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.77:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.77:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.85:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.85:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.01:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.01:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.99:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 325.99:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.04:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.04:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.11:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.11:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.12:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.12:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.1:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s] 
Average Loss = 326.1:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.14:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.14:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.13:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.13:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.2:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s] 
Average Loss = 326.2:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.17:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.17:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.24:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.24:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.21:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.21:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.19:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.19:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.2:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s] 
Average Loss = 326.2:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.21:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.21:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.29:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.29:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.29:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.29:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.05:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.05:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.04:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.04:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.1:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s] 
Average Loss = 326.1:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.13:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.13:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.08:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.08:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.16:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.16:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.31:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.37:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.37:  54%|█████▎    | 26800/50000 [00:07<00:06, 3598.65it/s]
Average Loss = 326.37:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.33:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.33:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.25:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.25:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.16:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.16:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.12:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.12:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.16:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.16:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.19:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.19:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.2:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s] 
Average Loss = 326.2:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.25:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.25:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.33:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.33:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.37:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.37:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.28:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.26:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.26:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.18:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.18:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.19:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.19:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.18:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.18:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.17:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.1:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s] 
Average Loss = 326.1:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.03:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.03:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.06:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.06:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 325.96:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 325.96:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.01:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.01:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.03:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.03:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.06:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.06:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.08:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.08:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.13:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  54%|█████▍    | 27162/50000 [00:07<00:06, 3602.23it/s]
Average Loss = 326.21:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.24:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.24:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.19:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.19:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.04:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.04:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.09:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.09:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.09:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.09:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.11:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.14:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.14:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.4:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s] 
Average Loss = 326.4:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.41:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.41:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.3:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s] 
Average Loss = 326.3:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.28:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.28:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.23:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.23:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.31:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.31:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.33:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.33:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.31:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.31:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.35:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.35:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.36:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.36:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.3:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s] 
Average Loss = 326.3:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.29:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.29:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.26:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.27:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.27:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.2:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s] 
Average Loss = 326.2:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.13:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.13:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.13:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.13:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.15:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.16:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.16:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  55%|█████▌    | 27525/50000 [00:07<00:06, 3608.51it/s]
Average Loss = 326.18:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.29:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.29:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.19:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.19:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.23:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.23:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.14:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.14:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.12:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.12:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.01:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.01:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.05:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.05:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.12:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.12:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.07:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.07:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.97:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.97:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.95:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.95:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]   
Average Loss = 326:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.02:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.02:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.95:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.95:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.98:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.98:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.07:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.07:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]   
Average Loss = 326:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.03:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.99:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.99:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.97:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.97:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.91:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.91:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.93:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.94:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 325.94:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.04:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.04:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.06:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.09:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.1:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s] 
Average Loss = 326.1:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.1:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.1:  56%|█████▌    | 27886/50000 [00:07<00:06, 3545.74it/s]
Average Loss = 326.1:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.11:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.11:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.07:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.07:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.09:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.09:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.01:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.01:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.07:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.07:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:07<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.13:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.17:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.14:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.14:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.16:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.14:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.14:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.23:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.23:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.2:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s] 
Average Loss = 326.2:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.28:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.28:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.3:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s] 
Average Loss = 326.3:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.34:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.34:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.36:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.36:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.49:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.49:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.48:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.48:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.47:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.47:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.37:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.37:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.34:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.34:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.31:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.31:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.33:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.33:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.42:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.42:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.42:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.42:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.45:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.45:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.44:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.44:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.44:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.44:  56%|█████▋    | 28241/50000 [00:08<00:06, 3502.02it/s]
Average Loss = 326.44:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.6:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s] 
Average Loss = 326.6:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.61:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.61:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.69:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.69:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.7:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s] 
Average Loss = 326.7:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.65:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.65:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.68:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.68:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.69:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.69:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s] 
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.54:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.54:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.57:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.57:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.63:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.63:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.55:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.55:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s] 
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.45:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.45:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.45:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.45:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.48:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.48:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.48:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.48:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s] 
Average Loss = 326.5:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.43:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.43:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.41:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.41:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.42:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.44:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.44:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.47:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.47:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.44:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.44:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.34:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.34:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.28:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.28:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.33:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.33:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.26:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.26:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.23:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.23:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.19:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.19:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.28:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.28:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.29:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.29:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.25:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.25:  57%|█████▋    | 28592/50000 [00:08<00:06, 3473.92it/s]
Average Loss = 326.25:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.32:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.32:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.1:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s] 
Average Loss = 326.1:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.16:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.16:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.18:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.18:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.19:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.19:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.11:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.11:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.13:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.13:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.11:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.11:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.08:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.08:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.02:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.02:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.08:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.08:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.22:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.22:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.29:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.29:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.18:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.18:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.09:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.09:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.15:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.17:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.21:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.21:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.28:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.28:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.24:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.29:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.29:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.32:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.32:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.35:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.35:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.45:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.45:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.52:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.52:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.51:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.51:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.5:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s] 
Average Loss = 326.5:  58%|█████▊    | 28950/50000 [00:08<00:06, 3504.94it/s]
Average Loss = 326.5:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.46:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.46:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.52:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.52:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.51:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.51:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.56:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.56:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.55:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.55:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.57:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.57:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.64:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.64:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.63:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.63:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.56:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.56:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.59:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.59:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.57:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.57:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.58:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.47:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.45:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.48:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.43:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.43:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.43:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.43:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.44:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.25:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.25:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.22:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.22:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.36:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.36:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.37:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.37:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.33:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.33:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.35:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.35:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.34:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.34:  59%|█████▊    | 29308/50000 [00:08<00:05, 3524.82it/s]
Average Loss = 326.34:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.39:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.39:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.32:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.32:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.27:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.27:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.23:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.23:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.31:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.31:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.43:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.43:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.52:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.52:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.58:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.58:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.68:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.68:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.67:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.67:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.6:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s] 
Average Loss = 326.6:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.65:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.65:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.66:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.66:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.72:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.72:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.77:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.77:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.73:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.73:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.66:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.66:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.7:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s] 
Average Loss = 326.7:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.73:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.73:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.91:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.91:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.91:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.91:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.86:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.86:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.84:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.84:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.85:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.85:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.78:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.78:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.77:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.77:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.81:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.81:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.82:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.85:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.85:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.88:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.88:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.97:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.97:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.99:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.99:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.96:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.96:  59%|█████▉    | 29665/50000 [00:08<00:05, 3537.46it/s]
Average Loss = 326.96:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.95:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.95:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]   
Average Loss = 327:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.01:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.01:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.1:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s] 
Average Loss = 327.1:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.1:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.1:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.2:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s] 
Average Loss = 327.2:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.25:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.25:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.34:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.34:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.23:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.23:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.22:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.22:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.27:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.27:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.24:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.24:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.21:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.21:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.25:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.25:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.14:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.14:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.14:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.14:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.15:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.12:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.12:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.05:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.05:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.09:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.09:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.08:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.08:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.11:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.11:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.12:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.12:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.01:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327.01:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 327:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]   
Average Loss = 327:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.97:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.97:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.94:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.94:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.96:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.96:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.99:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.99:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.96:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.96:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.95:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.95:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.92:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.92:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.97:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.97:  60%|██████    | 30019/50000 [00:08<00:05, 3498.61it/s]
Average Loss = 326.97:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.97:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.97:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.99:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.99:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.91:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.91:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.85:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.85:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.83:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.83:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.83:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.83:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.89:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.89:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.76:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.76:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.87:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.87:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.9:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s] 
Average Loss = 326.9:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.93:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.93:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.94:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 326.94:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.4:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s] 
Average Loss = 327.4:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.35:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.35:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.39:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.39:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.42:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.42:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.52:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.52:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.56:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.56:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.58:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.58:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.63:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.63:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.65:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.65:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.68:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.68:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.66:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.66:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.7:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s] 
Average Loss = 327.7:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.54:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.54:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.49:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.49:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.49:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.49:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.51:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.57:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.57:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.57:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.57:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.65:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.65:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.72:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.72:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.6:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s] 
Average Loss = 327.6:  61%|██████    | 30370/50000 [00:08<00:05, 3469.81it/s]
Average Loss = 327.6:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.6:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.6:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.56:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.56:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.5:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s] 
Average Loss = 327.5:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.41:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.41:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.49:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.49:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.48:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.48:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.46:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.46:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.46:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.46:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.45:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.45:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.6:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s] 
Average Loss = 327.6:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.57:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.57:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.54:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.54:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.52:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.43:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.43:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.34:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.34:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.3:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s] 
Average Loss = 327.3:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.32:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.32:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.27:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.27:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.25:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.25:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.17:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.17:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.18:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.18:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.15:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.15:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.32:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.32:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.19:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.19:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.33:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.26:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.34:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.34:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.2:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s] 
Average Loss = 327.2:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.16:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.16:  61%|██████▏   | 30718/50000 [00:08<00:05, 3459.99it/s]
Average Loss = 327.16:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.14:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.14:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.21:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.21:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.14:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.14:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.07:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.07:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.92:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.92:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.91:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.91:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.01:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.01:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.02:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.02:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.97:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.97:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.97:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.97:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.99:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.99:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.02:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 327.02:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.99:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.99:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.98:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.98:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.96:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.92:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.92:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.9:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s] 
Average Loss = 326.9:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.84:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.84:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.78:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.78:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.81:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.81:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.86:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.86:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.85:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.85:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.89:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.88:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  62%|██████▏   | 31065/50000 [00:08<00:05, 3456.44it/s]
Average Loss = 326.87:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.84:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.84:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.79:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.79:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.93:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.93:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.91:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.91:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.77:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.77:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.74:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.74:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.66:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.66:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.23:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.23:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.3:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s] 
Average Loss = 326.3:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.34:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.34:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.34:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.34:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.3:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s] 
Average Loss = 326.3:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.2:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.2:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.19:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.19:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.14:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.14:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.06:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.06:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.13:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.13:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.05:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.05:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.05:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.05:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.15:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.15:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.14:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.14:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.11:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.11:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.22:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.22:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.16:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.16:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.12:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.12:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.03:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326.03:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 326:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]   
Average Loss = 326:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.96:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.96:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.92:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.92:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.95:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.95:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.92:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.92:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.9:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s] 
Average Loss = 325.9:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.83:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.83:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.8:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s] 
Average Loss = 325.8:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.84:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.84:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.83:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.83:  63%|██████▎   | 31413/50000 [00:08<00:05, 3461.93it/s]
Average Loss = 325.83:  64%|██████▎   | 31771/50000 [00:08<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:08<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:08<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:08<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:08<00:05, 3495.12it/s]
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s] 
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.85:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.85:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.77:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.77:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.76:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.76:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.84:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.84:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s] 
Average Loss = 325.9:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.89:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.89:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.83:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.83:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.98:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.98:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.95:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.95:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.96:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.96:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.04:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.04:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.08:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.08:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.06:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.06:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.97:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.97:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.96:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.96:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.81:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.78:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.78:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.79:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.79:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.82:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.82:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.86:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.82:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.82:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.74:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.74:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.76:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.76:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.78:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.78:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.85:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 325.85:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.06:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.06:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.04:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.04:  64%|██████▎   | 31771/50000 [00:09<00:05, 3495.12it/s]
Average Loss = 326.04:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.03:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.03:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.01:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.01:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.05:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.05:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.18:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.18:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.21:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.21:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.26:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.26:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.31:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.31:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.28:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.28:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.27:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.27:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.28:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.28:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.33:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.33:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.36:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.36:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.32:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.32:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.3:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s] 
Average Loss = 326.3:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.39:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.39:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.38:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.35:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.35:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.25:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.25:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.2:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s] 
Average Loss = 326.2:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.11:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.11:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.07:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.07:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.1:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s] 
Average Loss = 326.1:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.18:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.18:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.22:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.14:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.14:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  64%|██████▍   | 32133/50000 [00:09<00:05, 3531.41it/s]
Average Loss = 326.19:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.2:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s] 
Average Loss = 326.2:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.18:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.18:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.12:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.12:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.15:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.15:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.19:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.19:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.14:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.09:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.09:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.08:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.08:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.04:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.04:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.01:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.01:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.92:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.92:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.87:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.87:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.81:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.81:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.81:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.81:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.83:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.83:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.88:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.88:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.9:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s] 
Average Loss = 325.9:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.93:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.93:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.91:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.93:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 325.93:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.45:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.45:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.52:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.52:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.54:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.54:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.48:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.48:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.61:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.61:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.54:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.54:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.52:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.52:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.55:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.55:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.53:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.49:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.49:  65%|██████▍   | 32487/50000 [00:09<00:04, 3511.88it/s]
Average Loss = 326.49:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.52:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.52:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.55:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.55:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.53:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.55:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.55:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.57:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.57:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.49:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.49:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.48:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.48:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.58:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.52:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.52:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.56:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.57:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.57:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.61:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.61:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.64:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.59:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.35:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.35:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.33:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.33:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.34:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.34:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.32:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.32:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.27:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.27:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.28:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.28:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.25:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.25:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.21:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.21:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.17:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.17:  66%|██████▌   | 32842/50000 [00:09<00:04, 3520.86it/s]
Average Loss = 326.17:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.13:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.13:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.03:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.03:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.96:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.96:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.99:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.99:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.1:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s] 
Average Loss = 326.1:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.16:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.16:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.08:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.08:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.12:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.12:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.01:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.91:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.91:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]   
Average Loss = 326:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.05:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.03:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.03:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.07:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.13:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.13:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.1:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s] 
Average Loss = 326.1:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.09:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.04:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.04:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.96:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.96:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.98:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 325.98:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  66%|██████▋   | 33203/50000 [00:09<00:04, 3544.55it/s]
Average Loss = 326.02:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.93:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.93:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.96:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.96:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.03:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.03:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.01:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.01:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.08:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.08:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.01:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.01:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.99:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.98:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.98:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.02:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.02:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]   
Average Loss = 327:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.11:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.11:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 327.07:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.52:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.52:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.51:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.51:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.54:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.54:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.49:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.49:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.49:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.49:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.44:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.44:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.32:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.32:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.39:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.39:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.3:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s] 
Average Loss = 326.3:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.29:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.29:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.27:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.27:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.2:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s] 
Average Loss = 326.2:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.23:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.23:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.24:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.24:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.34:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.33:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.33:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.29:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.29:  67%|██████▋   | 33566/50000 [00:09<00:04, 3567.14it/s]
Average Loss = 326.29:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.25:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.25:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.26:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.26:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.37:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.37:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.27:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.27:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.32:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.47:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.47:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.51:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.51:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.55:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.55:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.54:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.54:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.54:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.54:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.56:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.56:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.53:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.6:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s] 
Average Loss = 326.6:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.66:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.66:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.64:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.64:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.72:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.72:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.77:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.77:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.71:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.71:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.91:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.91:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.96:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.96:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.82:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.82:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.84:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.84:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.89:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.89:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.96:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.96:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]   
Average Loss = 327:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.99:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 326.99:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.04:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.04:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.05:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.05:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.08:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.08:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.22:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.22:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.18:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.18:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.23:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.23:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.2:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s] 
Average Loss = 327.2:  68%|██████▊   | 33928/50000 [00:09<00:04, 3580.31it/s]
Average Loss = 327.2:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.27:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.27:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.27:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.27:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s] 
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.38:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.38:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.47:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.47:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.44:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.44:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.43:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.43:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.45:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.45:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.36:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.36:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.26:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.26:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.34:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.34:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.35:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.35:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.34:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.34:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.31:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.31:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.29:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s] 
Average Loss = 327.3:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.31:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.31:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.38:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.38:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.44:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.44:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.45:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.45:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.43:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.43:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.49:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.53:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 327.53:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.71:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.71:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.69:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.69:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.76:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.76:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.75:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.75:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.68:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.68:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.69:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.69:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.74:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.74:  69%|██████▊   | 34291/50000 [00:09<00:04, 3590.57it/s]
Average Loss = 326.74:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.78:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.78:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.79:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.79:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.68:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.68:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.7:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s] 
Average Loss = 326.7:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.69:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.69:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.64:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.64:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.63:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.63:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.65:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.65:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.68:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.68:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.67:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.67:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.71:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.72:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.72:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.75:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.75:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.81:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.81:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s] 
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.7:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.7:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.82:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s] 
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.77:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.74:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.74:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.85:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.85:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.84:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.84:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s] 
Average Loss = 326.8:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.76:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.63:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.63:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.66:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.66:  69%|██████▉   | 34654/50000 [00:09<00:04, 3600.80it/s]
Average Loss = 326.66:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.64:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.64:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.65:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.65:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.61:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.61:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.56:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.56:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.52:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.52:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.58:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.58:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.61:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.61:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.56:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.56:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.55:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.55:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.52:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.52:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.53:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.53:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.5:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s] 
Average Loss = 326.5:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.54:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.54:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.36:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.36:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.28:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.28:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.26:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.26:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.26:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.26:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.2:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s] 
Average Loss = 326.2:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.17:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.17:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.18:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.18:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.22:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.22:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.23:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.23:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.24:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.24:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.2:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s] 
Average Loss = 326.2:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.08:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.08:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.09:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.09:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.04:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.04:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]   
Average Loss = 326:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.99:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.99:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.93:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.93:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.95:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.95:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.9:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s] 
Average Loss = 325.9:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.97:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 325.97:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.04:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.04:  70%|███████   | 35015/50000 [00:09<00:04, 3562.11it/s]
Average Loss = 326.05:  70%|███████   | 35015/50000 [00:10<00:04, 3562.11it/s]
Average Loss = 326.05:  70%|███████   | 35015/50000 [00:10<00:04, 3562.11it/s]
Average Loss = 326.03:  70%|███████   | 35015/50000 [00:10<00:04, 3562.11it/s]
Average Loss = 326.03:  70%|███████   | 35015/50000 [00:10<00:04, 3562.11it/s]
Average Loss = 326.03:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.91:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.91:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]   
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.05:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.05:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.07:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.07:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.96:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.96:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.99:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s] 
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.88:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.88:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.83:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.83:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s] 
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.94:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.94:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.88:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.88:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.04:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.04:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.05:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.05:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.98:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.98:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.97:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.93:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.96:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.96:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]   
Average Loss = 326:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 326.01:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.92:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.92:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s] 
Average Loss = 325.9:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.95:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.95:  71%|███████   | 35372/50000 [00:10<00:04, 3514.63it/s]
Average Loss = 325.95:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.92:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.92:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.88:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.88:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.93:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.93:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.87:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.87:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.89:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.89:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.85:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.85:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.87:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.87:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.75:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.75:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.71:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.71:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.81:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.81:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.84:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.84:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.82:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.82:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.74:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.74:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.71:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.71:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.8:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s] 
Average Loss = 325.8:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.01:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.01:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.97:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.97:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.76:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.8:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s] 
Average Loss = 325.8:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 325.83:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.04:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.04:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.03:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.03:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.12:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.12:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.1:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s] 
Average Loss = 326.1:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.16:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.16:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.24:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.24:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.23:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.23:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.15:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.15:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.05:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.05:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.05:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.05:  71%|███████▏  | 35734/50000 [00:10<00:04, 3543.22it/s]
Average Loss = 326.05:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.03:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.07:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.07:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.06:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.06:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.04:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.04:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.07:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.07:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.17:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.17:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.18:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.18:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.16:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.16:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.16:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.16:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.11:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.11:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.11:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.11:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.97:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.97:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.01:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.01:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.99:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.99:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.14:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.14:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.12:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.12:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.08:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.09:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]   
Average Loss = 326:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.01:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326.01:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 326:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]   
Average Loss = 326:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.9:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.9:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.91:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.91:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.98:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.97:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.97:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.99:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.99:  72%|███████▏  | 36095/50000 [00:10<00:03, 3561.52it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]   
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.05:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.05:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]   
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.93:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.93:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.94:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.94:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.94:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.94:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.95:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.95:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.97:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.97:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]   
Average Loss = 326:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.01:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.01:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.88:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.88:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.83:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.83:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.78:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.78:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.81:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.81:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.83:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.83:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.88:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.88:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.93:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.93:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 325.99:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.06:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.06:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.02:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.02:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.01:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.01:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.09:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.09:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.13:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.13:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.04:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.06:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.06:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.03:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.11:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.11:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.11:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.11:  73%|███████▎  | 36457/50000 [00:10<00:03, 3577.88it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.11:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.12:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.12:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.13:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.13:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.09:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.09:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.09:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.09:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.12:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.12:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.05:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.05:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.8:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s] 
Average Loss = 325.8:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.89:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.89:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.92:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.92:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.21:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.21:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.23:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.23:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.17:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.17:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.98:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.98:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.01:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.01:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.95:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.95:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.9:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s] 
Average Loss = 325.9:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.9:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.9:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.84:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.84:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.87:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.87:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.91:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.91:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.95:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.95:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.93:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 325.93:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.04:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.02:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.02:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.07:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.07:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.05:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.05:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.07:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.07:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▎  | 36815/50000 [00:10<00:03, 3574.19it/s]
Average Loss = 326.06:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 325.98:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 325.98:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.18:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.18:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.18:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.18:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.22:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.22:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.21:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.21:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.23:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.23:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.25:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.25:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.25:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.25:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.3:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s] 
Average Loss = 326.3:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.37:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.37:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.38:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.38:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.39:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.39:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.36:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.36:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.26:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.26:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.28:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.28:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.19:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.19:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.21:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.21:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.26:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.26:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.41:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.41:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.46:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.46:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.45:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.45:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.53:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.53:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.57:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.57:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.61:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.61:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.57:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.57:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.55:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.55:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.49:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.49:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.42:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.42:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.44:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.44:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.47:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.47:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.51:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.51:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.6:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s] 
Average Loss = 326.6:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.68:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.68:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.59:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.59:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.58:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.58:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.48:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.48:  74%|███████▍  | 37173/50000 [00:10<00:03, 3530.13it/s]
Average Loss = 326.48:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.48:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.48:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.44:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.44:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.43:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.43:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.45:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.45:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.4:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s] 
Average Loss = 326.4:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.42:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.54:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.54:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.67:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.67:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.7:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s] 
Average Loss = 326.7:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.72:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.72:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.72:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.72:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.69:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.69:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.67:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.67:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.58:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.58:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.52:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.52:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.54:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.54:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.65:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.65:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.64:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.64:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.6:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s] 
Average Loss = 326.6:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.59:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.59:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.61:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.61:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.55:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.55:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.55:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.55:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.58:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.58:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.63:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.62:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.65:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.65:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.69:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.69:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.74:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.74:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.81:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.81:  75%|███████▌  | 37536/50000 [00:10<00:03, 3557.11it/s]
Average Loss = 326.81:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.69:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.69:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.7:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s] 
Average Loss = 326.7:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.69:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.69:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.73:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.73:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.72:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.72:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.67:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.67:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.62:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.62:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.56:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.56:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.43:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.43:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.44:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.44:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.41:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.41:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.47:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.47:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.43:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.43:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.38:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.38:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.35:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.35:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.32:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.32:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.3:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s] 
Average Loss = 326.3:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.26:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.26:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.24:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.24:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.24:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.24:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.17:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.17:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.15:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.15:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.09:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.09:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.05:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.05:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.03:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.03:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.12:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.12:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.09:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.09:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.1:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s] 
Average Loss = 326.1:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.12:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.12:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.92:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.92:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.88:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.88:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.99:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 325.99:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.04:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.04:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]   
Average Loss = 326:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.07:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.07:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.02:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.02:  76%|███████▌  | 37899/50000 [00:10<00:03, 3576.06it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.97:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.97:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]   
Average Loss = 326:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.97:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.97:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.08:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.08:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.03:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.03:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s] 
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.85:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.85:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s] 
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.85:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.85:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.01:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.01:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.01:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.01:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.99:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.99:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.02:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.95:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s] 
Average Loss = 325.9:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.87:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.87:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.79:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.79:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.88:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.88:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.94:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.94:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.06:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.96:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.96:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 325.98:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.04:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.04:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.1:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s] 
Average Loss = 326.1:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.15:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.15:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38257/50000 [00:10<00:03, 3554.71it/s]
Average Loss = 326.05:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.87:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.87:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.84:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.84:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.81:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.81:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.73:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.73:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s] 
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.68:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.68:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.71:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.71:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.6:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s] 
Average Loss = 325.6:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.62:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.62:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.63:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.63:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.63:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.63:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.69:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.69:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s] 
Average Loss = 325.7:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.71:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.71:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.79:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.79:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.74:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.79:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.79:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.75:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.75:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.66:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.64:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.64:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.61:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.61:  77%|███████▋  | 38613/50000 [00:10<00:03, 3507.76it/s]
Average Loss = 325.64:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.64:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.57:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.57:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.58:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.58:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.49:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.49:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.54:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.54:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.5:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s] 
Average Loss = 325.5:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.6:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.6:  77%|███████▋  | 38613/50000 [00:11<00:03, 3507.76it/s]
Average Loss = 325.6:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.63:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.63:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.54:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.54:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.51:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.51:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.52:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.52:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.51:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.51:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.53:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.53:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.67:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.67:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.79:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.79:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.78:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.78:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.77:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.77:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.76:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.76:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.8:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s] 
Average Loss = 325.8:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.79:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.79:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.75:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.75:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.72:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.72:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.76:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.76:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.75:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.75:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.74:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.71:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.71:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.7:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s] 
Average Loss = 325.7:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.62:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.62:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.62:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.62:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.45:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.45:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.33:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.33:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.33:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.33:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.27:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.27:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.28:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.28:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.24:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.24:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.25:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.25:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.23:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.23:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.27:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.27:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.29:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.29:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.25:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.25:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.31:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.31:  78%|███████▊  | 38965/50000 [00:11<00:03, 3477.48it/s]
Average Loss = 325.31:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.25:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.25:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.23:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.23:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.2:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s] 
Average Loss = 325.2:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.17:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.17:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.18:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.18:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.16:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.16:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.18:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.18:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.91:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.91:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.91:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.91:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.9:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s] 
Average Loss = 324.9:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.88:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.88:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.86:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.86:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.93:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.93:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.98:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.98:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.94:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.94:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.84:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.84:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.79:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.79:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.86:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.86:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.92:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.92:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.87:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.87:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.96:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 324.9:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s] 
Average Loss = 324.9:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]  
Average Loss = 325:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.02:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.09:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.09:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.12:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.12:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.16:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.16:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.23:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.23:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.24:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.24:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.27:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.27:  79%|███████▊  | 39321/50000 [00:11<00:03, 3499.46it/s]
Average Loss = 325.27:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.33:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.33:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.27:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.27:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.29:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.29:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.29:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.29:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.17:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.17:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.09:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.09:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.12:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.12:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.12:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.12:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.11:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.11:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.2:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s] 
Average Loss = 325.2:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.23:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.23:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.22:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.13:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.23:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.23:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.21:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.21:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.25:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.25:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.31:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.31:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.3:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s] 
Average Loss = 325.3:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.32:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.32:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.37:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.37:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.35:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.35:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.34:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.34:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.37:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.37:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.43:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.43:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.36:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.36:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.31:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.31:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  79%|███████▉  | 39672/50000 [00:11<00:02, 3499.50it/s]
Average Loss = 325.24:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.14:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.14:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.15:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.15:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.16:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.16:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.16:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.16:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.26:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.26:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.26:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.26:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.25:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.25:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.46:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.46:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.46:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.46:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.43:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.43:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.43:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.43:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.4:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s] 
Average Loss = 325.4:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.36:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.36:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.39:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.47:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.47:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.55:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.55:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.62:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.62:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.68:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.68:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.75:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.75:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.82:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.82:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.79:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.79:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.88:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.88:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.83:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.81:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.81:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.96:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.96:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.91:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.91:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.92:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.92:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.94:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 325.94:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.12:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.12:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.11:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.11:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.06:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.06:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.13:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.13:  80%|████████  | 40023/50000 [00:11<00:02, 3483.80it/s]
Average Loss = 326.13:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.22:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.22:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.28:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.28:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.28:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.28:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.24:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.24:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s] 
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.41:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.41:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.39:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.39:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.33:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.33:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.37:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.37:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.27:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.27:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.27:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.27:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s] 
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.34:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.34:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.31:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s] 
Average Loss = 326.3:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.22:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.22:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.25:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.25:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.17:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.17:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.13:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.13:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.1:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s] 
Average Loss = 326.1:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.11:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.11:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.04:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.04:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.02:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.02:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.04:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.04:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.08:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.08:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]   
Average Loss = 326:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.96:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.96:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.03:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.03:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.01:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.01:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.01:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 326.01:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.86:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.86:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.94:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.94:  81%|████████  | 40382/50000 [00:11<00:02, 3514.39it/s]
Average Loss = 325.94:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]   
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.06:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.06:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.12:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.12:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.16:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.16:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.11:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.11:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.05:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.05:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]   
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.03:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.03:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.04:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.04:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.11:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.11:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.12:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.12:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.13:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.13:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.16:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.16:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.08:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.09:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.04:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.04:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.24:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.24:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.25:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.25:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.25:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.25:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.23:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.23:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.14:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.21:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.21:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  81%|████████▏ | 40734/50000 [00:11<00:02, 3482.33it/s]
Average Loss = 326.17:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.03:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.03:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.05:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.05:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.06:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.06:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.05:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.05:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.98:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.98:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.94:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.94:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.06:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.06:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.11:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.11:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.13:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.04:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 326.04:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.95:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.95:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.99:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.99:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.94:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.94:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.86:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.86:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.8:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s] 
Average Loss = 325.8:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.81:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.81:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.77:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.77:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.77:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.77:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.82:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.82:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.81:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.81:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.66:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.66:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.63:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.63:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.59:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.59:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.65:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.65:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.54:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.54:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.55:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.55:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.57:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.57:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.5:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s] 
Average Loss = 325.5:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.38:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.38:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.44:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.44:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.5:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s] 
Average Loss = 325.5:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.52:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.52:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.6:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s] 
Average Loss = 325.6:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.64:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.64:  82%|████████▏ | 41083/50000 [00:11<00:02, 3458.74it/s]
Average Loss = 325.64:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.56:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.56:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.68:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.68:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.62:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.62:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.76:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.76:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.78:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.78:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.75:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.75:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.67:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.67:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.63:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.63:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.52:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.52:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.46:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.46:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.53:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.53:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.63:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.63:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.6:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s] 
Average Loss = 325.6:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.62:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.62:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.66:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.66:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.65:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.6:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s] 
Average Loss = 325.6:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.66:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.66:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.69:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.69:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.72:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.72:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.72:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.72:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.71:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.71:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.76:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.76:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.77:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.77:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.7:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s] 
Average Loss = 325.7:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.7:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.7:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.74:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.73:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.73:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.71:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.71:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.75:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.75:  83%|████████▎ | 41443/50000 [00:11<00:02, 3497.38it/s]
Average Loss = 325.75:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.71:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.71:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.75:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.75:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.85:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.85:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.78:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.78:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.83:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.83:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.88:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.88:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.73:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.73:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.73:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.73:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.71:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.71:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.68:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.68:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.63:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.63:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.69:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.7:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s] 
Average Loss = 325.7:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.62:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.62:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.66:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.66:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.6:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s] 
Average Loss = 325.6:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.57:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.57:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.67:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.66:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.66:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.52:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.52:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.49:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.49:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.54:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.56:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.56:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.52:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.52:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.51:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.51:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.53:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.38:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.38:  84%|████████▎ | 41806/50000 [00:11<00:02, 3534.59it/s]
Average Loss = 325.38:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.4:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s] 
Average Loss = 325.4:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.38:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.38:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.39:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.39:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.43:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.43:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.48:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.48:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.49:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.56:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.56:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.56:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.56:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.59:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.59:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.57:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.57:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.51:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.51:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.58:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.58:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.61:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.61:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.54:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.54:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.58:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.58:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.46:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.46:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.45:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.45:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.46:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.46:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.53:  84%|████████▍ | 42162/50000 [00:11<00:02, 3539.80it/s]
Average Loss = 325.44:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.44:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.4:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s] 
Average Loss = 325.4:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.33:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.33:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.37:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.37:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.29:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.29:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.29:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.29:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.27:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.27:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.32:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.32:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.32:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.32:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.22:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.22:  84%|████████▍ | 42162/50000 [00:12<00:02, 3539.80it/s]
Average Loss = 325.22:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.25:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.25:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.26:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.26:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s] 
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.22:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.22:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.28:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.28:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.27:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.27:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.3:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s] 
Average Loss = 325.3:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.31:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.31:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.22:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.22:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s] 
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.19:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s] 
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.15:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.15:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.11:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.11:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.14:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.14:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.16:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.16:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.09:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.09:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.14:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.14:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.09:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.09:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.17:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s] 
Average Loss = 325.2:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.18:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.11:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.11:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.12:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.02:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 325.02:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 324.93:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 324.93:  85%|████████▌ | 42517/50000 [00:12<00:02, 3520.93it/s]
Average Loss = 324.93:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.06:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.06:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]   
Average Loss = 325:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]   
Average Loss = 325:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.96:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.96:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.98:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.98:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.97:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.97:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.94:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.94:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.95:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.95:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.02:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.02:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.06:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.06:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.95:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.95:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.01:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.04:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.03:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.03:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.97:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.97:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 324.99:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.63:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.63:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.76:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.76:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.85:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.85:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.8:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s] 
Average Loss = 325.8:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.84:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.84:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.81:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.81:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.79:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.79:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.73:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.78:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.84:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.84:  86%|████████▌ | 42870/50000 [00:12<00:02, 3509.21it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.82:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.82:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.75:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.75:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.8:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s] 
Average Loss = 325.8:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.88:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.88:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.96:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.96:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.86:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.89:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.89:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.91:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.91:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.87:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.87:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.79:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.85:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.77:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.78:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.78:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.84:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.81:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.83:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.87:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.87:  86%|████████▋ | 43232/50000 [00:12<00:01, 3540.19it/s]
Average Loss = 325.87:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s] 
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.85:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.81:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.81:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.78:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.78:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.74:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.74:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.78:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.78:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.81:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.81:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.82:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.82:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.86:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.86:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.87:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.87:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s] 
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.86:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.86:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.92:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.92:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.88:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.88:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.84:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.79:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.79:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.76:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.76:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.77:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.77:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.77:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.77:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.75:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.75:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.75:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.75:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.79:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.79:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.91:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.91:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s] 
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.94:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.94:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s] 
Average Loss = 325.9:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.94:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.94:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.97:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.97:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.96:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 325.96:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]   
Average Loss = 326:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326.08:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326.08:  87%|████████▋ | 43591/50000 [00:12<00:01, 3550.45it/s]
Average Loss = 326.08:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.1:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s] 
Average Loss = 326.1:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.08:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.08:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.11:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.11:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.03:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.03:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]   
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.97:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.97:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.04:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.04:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]   
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.06:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.06:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.06:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.06:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.09:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.09:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.18:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.18:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.19:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 326.19:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.57:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.57:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.4:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s] 
Average Loss = 325.4:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.38:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.38:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.43:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.43:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.43:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.43:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.46:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.46:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.4:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s] 
Average Loss = 325.4:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.44:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.49:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.49:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.5:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s] 
Average Loss = 325.5:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.58:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.58:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.68:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.68:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.75:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.75:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.74:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.74:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.68:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.68:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.72:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.72:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.77:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.77:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.74:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.74:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.75:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.75:  88%|████████▊ | 43954/50000 [00:12<00:01, 3572.51it/s]
Average Loss = 325.75:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.73:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.73:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.67:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.67:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.78:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.78:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.74:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.74:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.67:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.67:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.58:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.58:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.62:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.62:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.56:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.56:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.59:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.59:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.63:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.63:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.53:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.53:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.55:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.55:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.61:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.65:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.65:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.65:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.65:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.76:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.77:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.77:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.77:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.77:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.71:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.71:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.68:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.68:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.72:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.72:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.74:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.74:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.82:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.82:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.81:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.81:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.83:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.83:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.8:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s] 
Average Loss = 325.8:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.88:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.88:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.86:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.86:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.79:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.79:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.82:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.82:  89%|████████▊ | 44317/50000 [00:12<00:01, 3587.86it/s]
Average Loss = 325.82:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.76:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.76:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.82:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.82:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.84:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.84:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.8:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s] 
Average Loss = 325.8:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.74:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.74:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]   
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.92:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.92:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.79:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.79:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.84:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.84:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.87:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.87:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.88:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.88:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.95:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.95:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.91:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.98:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.98:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.03:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.03:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.16:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.16:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.12:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.12:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.1:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s] 
Average Loss = 326.1:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.08:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.08:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.11:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.11:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.14:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.14:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.08:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.08:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.13:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.13:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.01:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.01:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.98:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.98:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]   
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.95:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.95:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.01:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.01:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.07:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.06:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326.06:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]   
Average Loss = 326:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.93:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.93:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.92:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.92:  89%|████████▉ | 44679/50000 [00:12<00:01, 3596.67it/s]
Average Loss = 325.92:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.87:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.87:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.78:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.78:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.89:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.89:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.9:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s] 
Average Loss = 325.9:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.04:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.04:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.01:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.01:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.03:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.03:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.94:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.94:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.93:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.93:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.78:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.78:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.74:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.74:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.69:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.69:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.71:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.71:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.69:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.69:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.68:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.68:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.72:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.72:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.76:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.76:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.82:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.83:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.81:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.84:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.79:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.79:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.85:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.85:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.9:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s] 
Average Loss = 325.9:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.96:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 325.96:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.02:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.02:  90%|█████████ | 45041/50000 [00:12<00:01, 3602.63it/s]
Average Loss = 326.02:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.98:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.98:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.98:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.98:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.32:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.32:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.14:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.14:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.22:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.22:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.24:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.24:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.25:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.28:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.28:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.22:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.22:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.32:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.32:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.36:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.36:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.43:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.43:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.42:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.42:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.38:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.38:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.29:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.29:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.21:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.21:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.2:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s] 
Average Loss = 326.2:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.14:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.14:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.11:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.11:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.2:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s] 
Average Loss = 326.2:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.23:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.26:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.26:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.21:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.21:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.19:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.16:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 326.16:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.87:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.87:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.97:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.97:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.97:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.97:  91%|█████████ | 45402/50000 [00:12<00:01, 3549.35it/s]
Average Loss = 325.97:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.16:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.16:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.12:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.12:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.08:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.08:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.11:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.11:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.16:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.16:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.21:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.21:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.13:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.13:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.06:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.06:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s] 
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.06:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.06:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.02:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.02:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]   
Average Loss = 326:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 325.97:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 325.97:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:12<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.04:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.14:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.09:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.09:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.11:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.11:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.09:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.09:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s] 
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.12:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.12:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s] 
Average Loss = 326.1:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.07:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.15:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.15:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 45758/50000 [00:13<00:01, 3506.74it/s]
Average Loss = 326.05:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.08:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.08:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.09:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.09:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.05:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.05:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.08:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.08:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.1:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s] 
Average Loss = 326.1:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.07:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.07:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.9:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s] 
Average Loss = 325.9:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.94:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.94:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.9:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s] 
Average Loss = 325.9:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.93:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.93:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.91:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.91:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.99:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.99:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.94:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.94:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.02:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 326.02:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.95:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.95:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.97:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.92:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.92:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.87:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.87:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.86:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.86:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.85:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.85:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.8:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s] 
Average Loss = 325.8:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.82:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.82:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.8:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s] 
Average Loss = 325.8:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.86:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.86:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.87:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.87:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.56:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.56:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.65:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.71:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.71:  92%|█████████▏| 46117/50000 [00:13<00:01, 3530.81it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s] 
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.75:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.75:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.74:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.74:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.69:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.69:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.62:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.62:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.63:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.63:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.57:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.57:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.55:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.55:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.5:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s] 
Average Loss = 325.5:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.49:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.49:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.56:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.56:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.65:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.65:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.75:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.75:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.68:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.68:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.66:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.66:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.67:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.68:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.68:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.63:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.63:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.72:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.66:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.66:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.73:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.73:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.71:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.73:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.73:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s] 
Average Loss = 325.7:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.65:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.65:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.59:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.59:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.45:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.45:  93%|█████████▎| 46480/50000 [00:13<00:00, 3557.58it/s]
Average Loss = 325.45:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.33:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.33:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.33:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.33:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.36:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.36:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.35:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.35:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.42:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.42:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.46:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.46:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.41:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.41:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.4:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s] 
Average Loss = 325.4:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.29:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.29:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.27:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.27:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.21:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.21:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.25:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.25:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.28:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.28:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.3:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s] 
Average Loss = 325.3:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.26:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.26:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.3:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s] 
Average Loss = 325.3:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.34:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.49:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.49:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.48:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.48:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.41:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.41:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.39:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.39:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.36:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.36:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.37:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.37:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.28:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.28:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.39:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.39:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.32:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.22:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.22:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.22:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.22:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.26:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.26:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.27:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.27:  94%|█████████▎| 46836/50000 [00:13<00:00, 3548.15it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.3:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s] 
Average Loss = 325.3:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.37:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.37:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.3:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s] 
Average Loss = 325.3:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.33:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.33:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.25:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.25:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.23:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.23:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.31:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.31:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.34:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.34:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.38:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.38:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.42:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.42:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.41:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.38:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.38:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.34:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.34:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.29:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.33:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.33:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.26:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.27:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.22:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.14:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.14:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.08:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.08:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]   
Average Loss = 325:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.05:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.05:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.03:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.03:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.1:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s] 
Average Loss = 325.1:  94%|█████████▍| 47198/50000 [00:13<00:00, 3569.29it/s]
Average Loss = 325.1:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.16:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.16:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.32:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.32:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.29:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.28:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.28:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.22:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.22:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.25:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.25:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.32:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.32:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.3:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s] 
Average Loss = 325.3:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.28:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.28:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.31:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.39:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.39:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.45:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.45:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.42:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.42:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.42:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.42:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.47:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.47:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.56:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.56:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.54:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.54:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.46:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.46:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.54:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.54:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.5:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s] 
Average Loss = 325.5:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.51:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.51:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.5:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s] 
Average Loss = 325.5:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.49:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.49:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.49:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.49:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.73:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.73:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.67:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.67:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.62:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.62:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.69:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.69:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.66:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.66:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.66:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.66:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.65:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.65:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.59:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.59:  95%|█████████▌| 47560/50000 [00:13<00:00, 3582.09it/s]
Average Loss = 325.59:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.54:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.54:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.59:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.59:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.62:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.62:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.64:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.64:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.65:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.65:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.7:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s] 
Average Loss = 325.7:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.74:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.74:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.66:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.66:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.64:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.64:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.09:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.09:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.15:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.15:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s] 
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.08:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.08:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.95:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.95:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]   
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.98:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.98:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.99:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.99:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]   
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.04:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.04:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.11:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.11:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.04:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.04:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s] 
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.12:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.12:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s] 
Average Loss = 326.1:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.06:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.05:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.05:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.98:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.98:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.01:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.01:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.97:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 325.97:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.05:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.05:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326.03:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]   
Average Loss = 326:  96%|█████████▌| 47919/50000 [00:13<00:00, 3557.34it/s]
Average Loss = 326:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.07:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.07:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.08:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.08:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.06:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.06:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.06:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.06:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.99:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.99:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.9:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s] 
Average Loss = 325.9:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.9:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.9:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.94:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.94:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.93:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.92:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.92:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.96:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.96:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]   
Average Loss = 326:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.04:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.04:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.18:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.18:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.07:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.07:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.09:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 326.05:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.88:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.87:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.87:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.83:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.83:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.84:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.84:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48276/50000 [00:13<00:00, 3560.92it/s]
Average Loss = 325.95:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.02:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.02:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.1:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s] 
Average Loss = 326.1:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.13:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.13:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.15:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.15:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.1:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s] 
Average Loss = 326.1:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.01:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.01:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.96:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.96:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]   
Average Loss = 326:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.9:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s] 
Average Loss = 325.9:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.8:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.8:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.78:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.78:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.77:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.77:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.81:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.81:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.94:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.94:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.01:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326.01:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 326:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]   
Average Loss = 326:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.99:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.99:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.76:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.76:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.79:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.79:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.76:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.76:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.79:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.79:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.82:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.87:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.87:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.9:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s] 
Average Loss = 325.9:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.89:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.89:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.92:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.99:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.99:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.96:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.96:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  97%|█████████▋| 48633/50000 [00:13<00:00, 3538.93it/s]
Average Loss = 325.93:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.93:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.93:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 326.01:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 326.01:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.51:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.51:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.5:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s] 
Average Loss = 325.5:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.52:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.52:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.53:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.53:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.56:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.56:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.49:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.49:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.55:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.55:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.54:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.54:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.55:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.55:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.53:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.53:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.57:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.57:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.61:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.61:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.64:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.64:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.7:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s] 
Average Loss = 325.7:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.66:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.66:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.68:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.68:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.74:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.67:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.67:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.59:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.66:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.66:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.69:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.69:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.61:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.61:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.64:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.64:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.56:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.56:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  98%|█████████▊| 48987/50000 [00:13<00:00, 3498.92it/s]
Average Loss = 325.58:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.6:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s] 
Average Loss = 325.6:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.65:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.65:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.7:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s] 
Average Loss = 325.7:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.74:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.74:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.77:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.77:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.73:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.73:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.71:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.71:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.67:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.67:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.73:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.73:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.81:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.81:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.82:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.82:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.8:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s] 
Average Loss = 325.8:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.87:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.87:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.85:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.85:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.84:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.84:  99%|█████████▊| 49338/50000 [00:13<00:00, 3471.13it/s]
Average Loss = 325.83:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.83:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.84:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.84:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.93:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.93:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.88:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.88:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.91:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.91:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.85:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.85:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.92:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.92:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.82:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.82:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.87:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.87:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.92:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.92:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.95:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.95:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.91:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.91:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.96:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.96:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.96:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.96:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.88:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.88:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.72:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.72:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.68:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.68:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.65:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.65:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.61:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.61:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.63:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.63:  99%|█████████▊| 49338/50000 [00:14<00:00, 3471.13it/s]
Average Loss = 325.63:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.61:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.61:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.72:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.72:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.71:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.71:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.72:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.72:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.67:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.67:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.71:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.71:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.64:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.64:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.63:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.63:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.67:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.67:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.6:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s] 
Average Loss = 325.6:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.54:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.54:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.39:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.39:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.36:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.36:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.34:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.34:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.4:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s] 
Average Loss = 325.4:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.43:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.43:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.48:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.48:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.41:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.41:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.42:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.42:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.41:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.41:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.34:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.34:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.3:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s] 
Average Loss = 325.3:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.22:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.22:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.24:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.24:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.24:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.24:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.19:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.19:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.16:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.16:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.15:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.15:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.16:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.16:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.22:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.22:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.21:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.21:  99%|█████████▉| 49686/50000 [00:14<00:00, 3451.26it/s]
Average Loss = 325.21: 100%|██████████| 50000/50000 [00:14<00:00, 3534.28it/s]
Finished [100%]: Average Loss = 325.09
------------------------------ Captured log call -------------------------------
INFO     pymc3.variational.inference:inference.py:211 Finished [100%]: Average Loss = 325.09
=============================== warnings summary ===============================
pmlearn/gaussian_process/tests/test_gpr.py::TestGaussianProcessRegressorFit::test_advi_fit_returns_correct_model
  /home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/theano/tests/breakpoint.py:3: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses
    import imp

pmlearn/gaussian_process/tests/test_gpr.py: 15 tests with warnings
  /home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/theano/tensor/basic.py:6611: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.
    result[diagonal_slice] = x

pmlearn/linear_model/tests/test_base.py: 10000 tests with warnings
pmlearn/linear_model/tests/test_logistic.py: 12000 tests with warnings
  /home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/pymc3/distributions/distribution.py:397: DeprecationWarning: The truth value of an empty array is ambiguous. Returning False, but in future this will result in an error. Use `array.size > 0` to check that an array is not empty.
    shape = tuple(shape or ())

pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionFit::test_advi_fit_returns_correct_model
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionFit::test_advi_fit_returns_correct_model
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionPredictProba::test_predict_proba_returns_probabilities
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionPredictProba::test_predict_proba_returns_probabilities_and_std
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionPredict::test_predict_returns_predictions
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionScore::test_score_scores
pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionSaveandLoad::test_save_and_load_work_correctly
  /home/aryaman4/anaconda3/envs/pymc-learn/lib/python3.6/site-packages/pymc3/data.py:236: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.
    self.shared = theano.shared(data[in_memory_slc])

-- Docs: https://docs.pytest.org/en/latest/warnings.html
========================== slowest 10 test durations ===========================
604.20s call     pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorSaveAndLoad::test_save_and_load_work_correctly
565.27s call     pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorScore::test_score_matches_sklearn_performance
551.25s call     pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorPredict::test_predict_returns_mean_predictions_and_std
541.30s call     pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorPredict::test_predict_returns_predictions
528.83s call     pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorFit::test_advi_fit_returns_correct_model
327.42s call     pmlearn/gaussian_process/tests/test_gpr.py::TestSparseGaussianProcessRegressorSaveAndLoad::test_save_and_load_work_correctly
275.33s call     pmlearn/gaussian_process/tests/test_gpr.py::TestGaussianProcessRegressorSaveAndLoad::test_save_and_load_work_correctly
269.18s call     pmlearn/gaussian_process/tests/test_gpr.py::TestGaussianProcessRegressorFit::test_advi_fit_returns_correct_model
252.29s call     pmlearn/gaussian_process/tests/test_gpr.py::TestSparseGaussianProcessRegressorScore::test_score_matches_sklearn_performance
241.79s call     pmlearn/gaussian_process/tests/test_gpr.py::TestGaussianProcessRegressorPredict::test_predict_returns_predictions
=========================== short test summary info ============================
FAILED pmlearn/gaussian_process/tests/test_gpr.py::TestGaussianProcessRegressorScore::test_score_matches_sklearn_performance
FAILED pmlearn/gaussian_process/tests/test_gpr.py::TestStudentsTProcessRegressorFit::test_advi_fit_returns_correct_model
FAILED pmlearn/linear_model/tests/test_base.py::TestLinearRegressionFit::test_nuts_fit_returns_correct_model
FAILED pmlearn/linear_model/tests/test_logistic.py::TestHierarchicalLogisticRegressionFit::test_advi_fit_returns_correct_model
========== 4 failed, 31 passed, 22023 warnings in 5313.82s (1:28:33) ===========
