2020-03-26 22:13:06,550 - Model run on GPU
2020-03-26 22:13:08,418 - Model initialized on GPU
2020-03-26 22:13:08,418 - TopicalWordEmbedding
2020-03-26 22:13:08,418 - {'batch_size': 128, 'epochs': 100, 'learning_rate': 0.0005, 'lr_decay': 0.9, 'weight_decay': 0.0001, 'model': 'TopicalWordEmbedding', 'on_cuda': True}
2020-03-26 22:13:23,747 - TRAIN	epoch: 0/100	batch: 199/36183	loss: 11808.640889
2020-03-26 22:13:35,485 - TRAIN	epoch: 0/100	batch: 399/36183	loss: 10965.787090
2020-03-26 22:13:47,860 - TRAIN	epoch: 0/100	batch: 599/36183	loss: 10507.227222
2020-03-26 22:13:59,347 - TRAIN	epoch: 0/100	batch: 799/36183	loss: 10238.244854
2020-03-26 22:14:10,741 - TRAIN	epoch: 0/100	batch: 999/36183	loss: 10043.279322
2020-03-26 22:14:22,123 - TRAIN	epoch: 0/100	batch: 1199/36183	loss: 9917.869651
2020-03-26 22:14:33,553 - TRAIN	epoch: 0/100	batch: 1399/36183	loss: 9815.724255
2020-03-26 22:14:45,530 - TRAIN	epoch: 0/100	batch: 1599/36183	loss: 9729.808121
2020-03-26 22:14:57,438 - TRAIN	epoch: 0/100	batch: 1799/36183	loss: 9658.920015
2020-03-26 22:15:08,806 - TRAIN	epoch: 0/100	batch: 1999/36183	loss: 9600.849004
2020-03-26 22:15:20,243 - TRAIN	epoch: 0/100	batch: 2199/36183	loss: 9554.150055
2020-03-26 22:15:31,634 - TRAIN	epoch: 0/100	batch: 2399/36183	loss: 9511.758498
2020-03-26 22:15:43,029 - TRAIN	epoch: 0/100	batch: 2599/36183	loss: 9475.744371
2020-03-26 22:15:54,408 - TRAIN	epoch: 0/100	batch: 2799/36183	loss: 9444.376063
2020-03-26 22:16:05,835 - TRAIN	epoch: 0/100	batch: 2999/36183	loss: 9416.668973
2020-03-26 22:16:17,382 - TRAIN	epoch: 0/100	batch: 3199/36183	loss: 9391.164392
2020-03-26 22:16:29,064 - TRAIN	epoch: 0/100	batch: 3399/36183	loss: 9370.585711
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2020-03-26 22:16:51,959 - TRAIN	epoch: 0/100	batch: 3799/36183	loss: 9325.932206
2020-03-26 22:17:03,601 - TRAIN	epoch: 0/100	batch: 3999/36183	loss: 9309.212466
2020-03-26 22:17:14,958 - TRAIN	epoch: 0/100	batch: 4199/36183	loss: 9290.614007
2020-03-26 22:17:26,368 - TRAIN	epoch: 0/100	batch: 4399/36183	loss: 9275.595670
2020-03-26 22:17:37,882 - TRAIN	epoch: 0/100	batch: 4599/36183	loss: 9263.895337
2020-03-26 22:17:49,596 - TRAIN	epoch: 0/100	batch: 4799/36183	loss: 9249.513536
2020-03-26 22:18:01,559 - TRAIN	epoch: 0/100	batch: 4999/36183	loss: 9238.351195
2020-03-26 22:18:13,244 - TRAIN	epoch: 0/100	batch: 5199/36183	loss: 9225.034920
2020-03-26 22:18:24,625 - TRAIN	epoch: 0/100	batch: 5399/36183	loss: 9214.739058
2020-03-26 22:18:36,077 - TRAIN	epoch: 0/100	batch: 5599/36183	loss: 9203.319918
2020-03-26 22:18:47,977 - TRAIN	epoch: 0/100	batch: 5799/36183	loss: 9192.875098
2020-03-26 22:18:59,514 - TRAIN	epoch: 0/100	batch: 5999/36183	loss: 9185.195838
2020-03-26 22:19:11,223 - TRAIN	epoch: 0/100	batch: 6199/36183	loss: 9177.611040
2020-03-26 22:19:22,593 - TRAIN	epoch: 0/100	batch: 6399/36183	loss: 9168.092008
2020-03-26 22:19:33,989 - TRAIN	epoch: 0/100	batch: 6599/36183	loss: 9160.247108
2020-03-26 22:19:45,515 - TRAIN	epoch: 0/100	batch: 6799/36183	loss: 9152.487298
2020-03-26 22:19:56,976 - TRAIN	epoch: 0/100	batch: 6999/36183	loss: 9144.817149
2020-03-26 22:20:08,434 - TRAIN	epoch: 0/100	batch: 7199/36183	loss: 9137.458293
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2020-03-26 22:20:54,052 - TRAIN	epoch: 0/100	batch: 7999/36183	loss: 9110.026445
2020-03-26 22:21:05,694 - TRAIN	epoch: 0/100	batch: 8199/36183	loss: 9104.013143
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2020-03-26 22:21:51,854 - TRAIN	epoch: 0/100	batch: 8999/36183	loss: 9082.153483
2020-03-26 22:22:03,436 - TRAIN	epoch: 0/100	batch: 9199/36183	loss: 9075.653321
2020-03-26 22:22:14,910 - TRAIN	epoch: 0/100	batch: 9399/36183	loss: 9070.848220
2020-03-26 22:22:26,465 - TRAIN	epoch: 0/100	batch: 9599/36183	loss: 9065.287689
2020-03-26 22:22:37,979 - TRAIN	epoch: 0/100	batch: 9799/36183	loss: 9061.157403
2020-03-26 22:22:49,551 - TRAIN	epoch: 0/100	batch: 9999/36183	loss: 9055.744168
2020-03-26 22:23:01,071 - TRAIN	epoch: 0/100	batch: 10199/36183	loss: 9051.239230
2020-03-26 22:23:12,518 - TRAIN	epoch: 0/100	batch: 10399/36183	loss: 9045.947051
2020-03-26 22:23:23,957 - TRAIN	epoch: 0/100	batch: 10599/36183	loss: 9042.146266
2020-03-26 22:23:35,463 - TRAIN	epoch: 0/100	batch: 10799/36183	loss: 9038.490860
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2020-03-26 22:25:07,814 - TRAIN	epoch: 0/100	batch: 12399/36183	loss: 9011.337931
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2020-03-26 22:25:30,867 - TRAIN	epoch: 0/100	batch: 12799/36183	loss: 9004.974834
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2020-03-26 22:25:54,159 - TRAIN	epoch: 0/100	batch: 13199/36183	loss: 8998.319204
2020-03-26 22:26:05,765 - TRAIN	epoch: 0/100	batch: 13399/36183	loss: 8995.608784
2020-03-26 22:26:17,475 - TRAIN	epoch: 0/100	batch: 13599/36183	loss: 8993.700003
2020-03-26 22:26:29,058 - TRAIN	epoch: 0/100	batch: 13799/36183	loss: 8990.265219
2020-03-26 22:26:40,542 - TRAIN	epoch: 0/100	batch: 13999/36183	loss: 8987.483341
2020-03-26 22:26:52,073 - TRAIN	epoch: 0/100	batch: 14199/36183	loss: 8984.971101
2020-03-26 22:27:03,618 - TRAIN	epoch: 0/100	batch: 14399/36183	loss: 8982.012622
2020-03-26 22:27:15,016 - TRAIN	epoch: 0/100	batch: 14599/36183	loss: 8979.546136
2020-03-26 22:27:26,431 - TRAIN	epoch: 0/100	batch: 14799/36183	loss: 8977.223461
2020-03-26 22:27:37,827 - TRAIN	epoch: 0/100	batch: 14999/36183	loss: 8974.213131
2020-03-26 22:27:49,212 - TRAIN	epoch: 0/100	batch: 15199/36183	loss: 8971.831251
2020-03-26 22:28:00,646 - TRAIN	epoch: 0/100	batch: 15399/36183	loss: 8969.463016
2020-03-26 22:28:12,153 - TRAIN	epoch: 0/100	batch: 15599/36183	loss: 8967.093715
2020-03-26 22:28:23,684 - TRAIN	epoch: 0/100	batch: 15799/36183	loss: 8964.514543
2020-03-26 22:28:37,559 - TRAIN	epoch: 0/100	batch: 15999/36183	loss: 8962.176560
2020-03-26 22:28:51,438 - TRAIN	epoch: 0/100	batch: 16199/36183	loss: 8960.728210
2020-03-26 22:29:06,351 - TRAIN	epoch: 0/100	batch: 16399/36183	loss: 8959.679636
2020-03-26 22:29:24,259 - TRAIN	epoch: 0/100	batch: 16599/36183	loss: 8957.567137
2020-03-26 22:29:42,090 - TRAIN	epoch: 0/100	batch: 16799/36183	loss: 8954.962067
2020-03-26 22:30:00,026 - TRAIN	epoch: 0/100	batch: 16999/36183	loss: 8953.167153
2020-03-26 22:30:17,838 - TRAIN	epoch: 0/100	batch: 17199/36183	loss: 8950.465093
2020-03-26 22:30:35,904 - TRAIN	epoch: 0/100	batch: 17399/36183	loss: 8947.919823
2020-03-26 22:30:52,616 - TRAIN	epoch: 0/100	batch: 17599/36183	loss: 8945.810807
2020-03-26 22:31:06,557 - TRAIN	epoch: 0/100	batch: 17799/36183	loss: 8943.478393
2020-03-26 22:31:20,423 - TRAIN	epoch: 0/100	batch: 17999/36183	loss: 8940.804370
2020-03-26 22:31:34,399 - TRAIN	epoch: 0/100	batch: 18199/36183	loss: 8938.596231
2020-03-26 22:31:48,618 - TRAIN	epoch: 0/100	batch: 18399/36183	loss: 8936.456421
2020-03-26 22:32:02,584 - TRAIN	epoch: 0/100	batch: 18599/36183	loss: 8934.871877
2020-03-26 22:32:16,594 - TRAIN	epoch: 0/100	batch: 18799/36183	loss: 8933.168285
2020-03-26 22:32:30,367 - TRAIN	epoch: 0/100	batch: 18999/36183	loss: 8932.291869
2020-03-26 22:32:44,471 - TRAIN	epoch: 0/100	batch: 19199/36183	loss: 8931.088013
2020-03-26 22:32:58,403 - TRAIN	epoch: 0/100	batch: 19399/36183	loss: 8928.946153
2020-03-26 22:33:12,562 - TRAIN	epoch: 0/100	batch: 19599/36183	loss: 8927.124291
2020-03-26 22:33:26,794 - TRAIN	epoch: 0/100	batch: 19799/36183	loss: 8924.621026
2020-03-26 22:33:41,057 - TRAIN	epoch: 0/100	batch: 19999/36183	loss: 8922.403900
2020-03-26 22:33:54,958 - TRAIN	epoch: 0/100	batch: 20199/36183	loss: 8920.445163
2020-03-26 22:34:08,913 - TRAIN	epoch: 0/100	batch: 20399/36183	loss: 8918.341542
2020-03-26 22:34:22,951 - TRAIN	epoch: 0/100	batch: 20599/36183	loss: 8916.274744
2020-03-26 22:34:37,092 - TRAIN	epoch: 0/100	batch: 20799/36183	loss: 8914.524114
2020-03-26 22:34:51,357 - TRAIN	epoch: 0/100	batch: 20999/36183	loss: 8912.860780
2020-03-26 22:35:05,519 - TRAIN	epoch: 0/100	batch: 21199/36183	loss: 8911.121929
2020-03-26 22:35:19,667 - TRAIN	epoch: 0/100	batch: 21399/36183	loss: 8909.371968
2020-03-26 22:35:33,952 - TRAIN	epoch: 0/100	batch: 21599/36183	loss: 8908.206296
2020-03-26 22:35:48,153 - TRAIN	epoch: 0/100	batch: 21799/36183	loss: 8906.731172
2020-03-26 22:36:02,044 - TRAIN	epoch: 0/100	batch: 21999/36183	loss: 8905.354458
2020-03-26 22:36:15,912 - TRAIN	epoch: 0/100	batch: 22199/36183	loss: 8904.263323
2020-03-26 22:36:29,606 - TRAIN	epoch: 0/100	batch: 22399/36183	loss: 8902.453629
2020-03-26 22:36:43,853 - TRAIN	epoch: 0/100	batch: 22599/36183	loss: 8901.111954
2020-03-26 22:36:58,023 - TRAIN	epoch: 0/100	batch: 22799/36183	loss: 8899.654207
2020-03-26 22:37:12,198 - TRAIN	epoch: 0/100	batch: 22999/36183	loss: 8898.294498
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2020-03-26 22:37:40,506 - TRAIN	epoch: 0/100	batch: 23399/36183	loss: 8894.980596
2020-03-26 22:37:54,615 - TRAIN	epoch: 0/100	batch: 23599/36183	loss: 8893.676264
2020-03-26 22:38:08,618 - TRAIN	epoch: 0/100	batch: 23799/36183	loss: 8892.425104
2020-03-26 22:38:22,681 - TRAIN	epoch: 0/100	batch: 23999/36183	loss: 8891.109918
2020-03-26 22:38:36,704 - TRAIN	epoch: 0/100	batch: 24199/36183	loss: 8889.435093
2020-03-26 22:38:50,701 - TRAIN	epoch: 0/100	batch: 24399/36183	loss: 8887.838889
2020-03-26 22:39:04,788 - TRAIN	epoch: 0/100	batch: 24599/36183	loss: 8886.334101
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2020-03-26 22:40:01,017 - TRAIN	epoch: 0/100	batch: 25399/36183	loss: 8880.896993
2020-03-26 22:40:15,168 - TRAIN	epoch: 0/100	batch: 25599/36183	loss: 8879.328988
2020-03-26 22:40:29,289 - TRAIN	epoch: 0/100	batch: 25799/36183	loss: 8878.291971
2020-03-26 22:40:43,371 - TRAIN	epoch: 0/100	batch: 25999/36183	loss: 8877.032930
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2020-03-26 22:41:11,315 - TRAIN	epoch: 0/100	batch: 26399/36183	loss: 8874.226641
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2020-03-26 22:41:38,856 - TRAIN	epoch: 0/100	batch: 26799/36183	loss: 8872.279442
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2020-03-26 22:42:06,353 - TRAIN	epoch: 0/100	batch: 27199/36183	loss: 8869.953003
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2020-03-26 22:50:36,542 - TRAIN	epoch: 0/100	batch: 34399/36183	loss: 8833.199840
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2020-03-26 22:51:04,029 - TRAIN	epoch: 0/100	batch: 34799/36183	loss: 8831.953664
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2020-03-26 22:52:17,495 - TRAIN	epoch: 0/100	batch: 35999/36183	loss: 8827.084343
2020-03-26 22:52:28,024 - epoch: 0/100	average_loss: 8826.201341
2020-03-26 22:52:28,046 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-26 22:52:28,046 - learning_rate changed to 0.000450
2020-03-26 22:52:40,573 - TRAIN	epoch: 1/100	batch: 199/36183	loss: 8585.991902
2020-03-26 22:52:52,024 - TRAIN	epoch: 1/100	batch: 399/36183	loss: 8645.742603
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2020-03-26 23:35:26,597 - epoch: 1/100	average_loss: 8652.667416
2020-03-26 23:35:26,632 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-26 23:35:26,632 - learning_rate changed to 0.000405
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2020-03-27 00:18:30,636 - epoch: 2/100	average_loss: 8621.632132
2020-03-27 00:18:30,673 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 00:18:30,673 - learning_rate changed to 0.000365
2020-03-27 00:18:45,428 - TRAIN	epoch: 3/100	batch: 199/36183	loss: 8516.992397
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2020-03-27 01:02:21,063 - epoch: 3/100	average_loss: 8600.249328
2020-03-27 01:02:21,100 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 01:02:21,100 - learning_rate changed to 0.000328
2020-03-27 01:02:35,993 - TRAIN	epoch: 4/100	batch: 199/36183	loss: 8498.367212
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2020-03-27 01:42:30,904 - TRAIN	epoch: 4/100	batch: 33399/36183	loss: 8588.785300
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2020-03-27 01:43:26,980 - TRAIN	epoch: 4/100	batch: 34199/36183	loss: 8589.456474
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2020-03-27 01:45:46,651 - epoch: 4/100	average_loss: 8589.388776
2020-03-27 01:45:46,687 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 01:45:46,687 - learning_rate changed to 0.000318
2020-03-27 01:46:01,492 - TRAIN	epoch: 5/100	batch: 199/36183	loss: 8495.914941
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2020-03-27 02:28:11,949 - TRAIN	epoch: 5/100	batch: 35999/36183	loss: 8582.748578
2020-03-27 02:28:24,623 - epoch: 5/100	average_loss: 8582.627229
2020-03-27 02:28:24,659 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 02:28:24,659 - learning_rate changed to 0.000309
2020-03-27 02:28:40,439 - TRAIN	epoch: 6/100	batch: 199/36183	loss: 8486.116462
2020-03-27 02:28:54,377 - TRAIN	epoch: 6/100	batch: 399/36183	loss: 8544.503956
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2020-03-27 03:11:09,534 - epoch: 6/100	average_loss: 8576.263371
2020-03-27 03:11:09,571 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 03:11:09,571 - learning_rate changed to 0.000299
2020-03-27 03:11:25,071 - TRAIN	epoch: 7/100	batch: 199/36183	loss: 8484.678062
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2020-03-27 03:53:48,334 - epoch: 7/100	average_loss: 8571.381176
2020-03-27 03:53:48,370 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 03:53:48,370 - learning_rate changed to 0.000290
2020-03-27 03:54:03,583 - TRAIN	epoch: 8/100	batch: 199/36183	loss: 8477.325476
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2020-03-27 04:37:17,748 - epoch: 8/100	average_loss: 8567.418926
2020-03-27 04:37:17,796 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 04:37:17,796 - learning_rate changed to 0.000288
2020-03-27 04:37:32,920 - TRAIN	epoch: 9/100	batch: 199/36183	loss: 8472.066550
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2020-03-27 05:19:05,236 - epoch: 9/100	average_loss: 8564.048946
2020-03-27 05:19:05,270 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 05:19:05,270 - learning_rate changed to 0.000285
2020-03-27 05:19:19,987 - TRAIN	epoch: 10/100	batch: 199/36183	loss: 8473.410986
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2020-03-27 06:00:59,737 - epoch: 10/100	average_loss: 8560.440246
2020-03-27 06:00:59,772 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 06:00:59,772 - learning_rate changed to 0.000282
2020-03-27 06:01:14,582 - TRAIN	epoch: 11/100	batch: 199/36183	loss: 8468.131709
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2020-03-27 06:44:57,013 - TRAIN	epoch: 11/100	batch: 34999/36183	loss: 8557.541162
2020-03-27 06:45:15,491 - TRAIN	epoch: 11/100	batch: 35199/36183	loss: 8557.654261
2020-03-27 06:45:33,979 - TRAIN	epoch: 11/100	batch: 35399/36183	loss: 8557.768248
2020-03-27 06:45:53,095 - TRAIN	epoch: 11/100	batch: 35599/36183	loss: 8557.746930
2020-03-27 06:46:08,554 - TRAIN	epoch: 11/100	batch: 35799/36183	loss: 8557.570164
2020-03-27 06:46:22,944 - TRAIN	epoch: 11/100	batch: 35999/36183	loss: 8557.574205
2020-03-27 06:46:36,029 - epoch: 11/100	average_loss: 8557.451281
2020-03-27 06:46:36,068 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 06:46:36,068 - learning_rate changed to 0.000279
2020-03-27 06:46:50,949 - TRAIN	epoch: 12/100	batch: 199/36183	loss: 8464.376409
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2020-03-27 07:28:34,706 - epoch: 12/100	average_loss: 8554.742329
2020-03-27 07:28:34,744 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 07:28:34,744 - learning_rate changed to 0.000276
2020-03-27 07:28:49,549 - TRAIN	epoch: 13/100	batch: 199/36183	loss: 8462.869890
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2020-03-27 08:11:49,599 - epoch: 13/100	average_loss: 8552.674207
2020-03-27 08:11:49,635 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 08:11:49,635 - learning_rate changed to 0.000273
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2020-03-27 08:54:51,081 - epoch: 14/100	average_loss: 8550.358293
2020-03-27 08:54:51,201 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 08:54:51,201 - learning_rate changed to 0.000271
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2020-03-27 09:37:29,464 - epoch: 15/100	average_loss: 8547.968335
2020-03-27 09:37:29,529 - model saved to /media/Data1/lixing/topical_wordvec_models_8000_Noindex_Tailbatch_Small_Mynan_u_f_eps_8k/save/47/model
2020-03-27 09:37:29,529 - learning_rate changed to 0.000268
2020-03-27 09:37:47,853 - TRAIN	epoch: 16/100	batch: 199/36183	loss: 8455.578323
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