Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestTransformerRanker
Testname: test_train_batch_all
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertGreaterEqual(valid['hits@1'], threshold)
Original runtime: 5.934
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_0.007_4_16
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Timings: Avg: 6.101666666666666, Max: 6.19, Min: 5.85
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8565582432658236
Continuing to next batch...
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Timings: Avg: 6.131166666666668, Max: 7.8100000000000005, Min: 5.85
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.6560793419685836
Evaluating 60 values out of 60
Overall-timings: Avg: 6.131166666666668, Max: 7.8100000000000005, Min: 5.85
Choosing distribution: gumbel_l
Probability of fail (non-zero): 0.0051023589601142385
All-Passed: True
Probabilty of failure: 0.0051023589601142385
Runtime: 6.131166666666668
Score: 6.131166666666668
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 6.131166666666668
Optimization Iteration: 1
Running with params: {'batchsize': 64, 'learning_rate': 6.453379214848468e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_6.453379214848468e-05_2
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Timings: Avg: 8.937666666666667, Max: 9.16, Min: 8.74
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 64, 'learning_rate': 4.073019314131034e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_4.073019314131034e-05_None
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Timings: Avg: 3.2990000000000004, Max: 3.35, Min: 3.11
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 3
Running with params: {'batchsize': 32, 'learning_rate': 0.011741057004093895, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_0.011741057004093895_1
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Timings: Avg: 6.961333333333334, Max: 7.24, Min: 5.3
Passed tests : 2
Failed tests : 28
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 0.04723476132506004, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_0.04723476132506004_1
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Timings: Avg: 6.096333333333334, Max: 7.08, Min: 3.88
Passed tests : 11
Failed tests : 19
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 5
Running with params: {'batchsize': 2, 'learning_rate': 0.00016683723331225832, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_0.00016683723331225832_1
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Timings: Avg: 14.170666666666666, Max: 14.58, Min: 13.76
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 6
Running with params: {'batchsize': 64, 'learning_rate': 0.0490218876090293, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.0490218876090293_1
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Timings: Avg: 7.773000000000001, Max: 8.02, Min: 5.930000000000001
Passed tests : 1
Failed tests : 29
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 7
Running with params: {'batchsize': 128, 'learning_rate': 0.2156281453426013, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.2156281453426013_1
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Timings: Avg: 9.946666666666665, Max: 10.08, Min: 9.7
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 8
Running with params: {'batchsize': 128, 'learning_rate': 9.295116864956523e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_9.295116864956523e-05_3
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Timings: Avg: 11.569666666666668, Max: 11.760000000000002, Min: 11.35
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 9
Running with params: {'batchsize': 32, 'learning_rate': 0.21449368700512753, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_0.21449368700512753_2
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Timings: Avg: 8.693999999999999, Max: 8.8, Min: 8.459999999999999
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 10
Running with params: {'batchsize': 64, 'learning_rate': 0.004573515202544874, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.004573515202544874_2
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Timings: Avg: 8.962666666666665, Max: 9.07, Min: 8.82
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 11
Running with params: {'batchsize': 128, 'learning_rate': 0.007883227702330171, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.007883227702330171_3
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Timings: Avg: 11.581333333333333, Max: 11.78, Min: 11.28
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 12
Running with params: {'batchsize': 8, 'learning_rate': 0.9468496127893613, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_8_0.9468496127893613_3
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Timings: Avg: 13.947000000000003, Max: 14.26, Min: 13.52
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 13
Running with params: {'batchsize': 8, 'learning_rate': 0.056155583038299935, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_8_0.056155583038299935_1
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Timings: Avg: 6.698333333333334, Max: 8.1, Min: 4.26
Passed tests : 11
Failed tests : 19
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 14
Running with params: {'batchsize': 2, 'learning_rate': 0.001362627015494305, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_0.001362627015494305_3
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Timings: Avg: 14.942333333333334, Max: 22.0, Min: 11.75
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.9587847189802305
Exceeding current best timeout: 14.942333333333334 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 15
Running with params: {'batchsize': 8, 'learning_rate': 0.0015558506673859994, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_8_0.0015558506673859994_2
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Timings: Avg: 15.570666666666666, Max: 25.560000000000002, Min: 11.77
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.1512251338423698
Exceeding current best timeout: 15.570666666666666 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 16
Running with params: {'batchsize': 16, 'learning_rate': 0.0001932959971486506, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_0.0001932959971486506_3
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Timings: Avg: 13.423666666666668, Max: 21.64, Min: 11.66
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.444938202531112
Exceeding current best timeout: 13.423666666666668 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 17
Running with params: {'batchsize': 8, 'learning_rate': 3.6710275093330926e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_8_3.6710275093330926e-05_4
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 18
Running with params: {'batchsize': 2, 'learning_rate': 3.219143852830087e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_3.219143852830087e-05_None
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Passed tests : 27
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Convergence score: 1.86582145856111
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 19
Running with params: {'batchsize': 128, 'learning_rate': 0.00016081886490045748, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.00016081886490045748_3
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Optimization Iteration: 20
Running with params: {'batchsize': 16, 'learning_rate': 1.0926062716946628e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_1.0926062716946628e-05_1
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Passed tests : 29
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 21
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_1.02406729443469e-05_None
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Passed tests : 28
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 22
Running with params: {'batchsize': 128, 'learning_rate': 0.0005263244896300921, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.0005263244896300921_4
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Passed tests : 29
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Convergence score: 1.3088501452370658
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 23
Running with params: {'batchsize': 16, 'learning_rate': 1.0322120352360987e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_1.0322120352360987e-05_2
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Passed tests : 26
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Convergence score: 1.5710245688583138
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 24
Running with params: {'batchsize': 64, 'learning_rate': 1.0178975786407103e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_1.0178975786407103e-05_None
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Passed tests : 28
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Convergence score: 3.334313581357272
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 25
Running with params: {'batchsize': 128, 'learning_rate': 0.0005717126297243814, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.0005717126297243814_4
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Timings: Avg: 15.189666666666664, Max: 25.200000000000003, Min: 11.709999999999999
Passed tests : 30
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Converged: False
Convergence score: 1.565016090115002
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 26
Running with params: {'batchsize': 16, 'learning_rate': 1.4992876809363643e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_1.4992876809363643e-05_2
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Timings: Avg: 14.791666666666664, Max: 25.09, Min: 11.75
Passed tests : 29
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Converged: False
Convergence score: 1.6012584978629834
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 27
Running with params: {'batchsize': 64, 'learning_rate': 7.759423542298112e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_7.759423542298112e-05_None
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Timings: Avg: 16.49833333333333, Max: 25.65, Min: 11.770000000000001
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 2.8329691642716974
Exceeding current best timeout: 16.49833333333333 > 6.131166666666668
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 28
Running with params: {'batchsize': 128, 'learning_rate': 0.0005059795569443479, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.0005059795569443479_4
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Timings: Avg: 15.667000000000002, Max: 25.099999999999998, Min: 11.76
Passed tests : 26
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Converged: False
Convergence score: 2.3391143492136774
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 29
Running with params: {'batchsize': 16, 'learning_rate': 2.3865685115113004e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_2.3865685115113004e-05_2
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Timings: Avg: 16.009666666666668, Max: 25.34, Min: 11.68
Passed tests : 28
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Converged: False
Convergence score: 2.5468364733131916
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 30
Running with params: {'batchsize': 64, 'learning_rate': 7.899387060543436e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_7.899387060543436e-05_None
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Timings: Avg: 16.082666666666665, Max: 25.13, Min: 11.8
Passed tests : 27
Failed tests : 3
Converged: False
Convergence score: 1.7685150246561658
Exceeding current best timeout: 16.082666666666665 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 31
Running with params: {'batchsize': 64, 'learning_rate': 0.0006390342843911206, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.0006390342843911206_4
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Timings: Avg: 16.948333333333334, Max: 28.57, Min: 11.82
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.9714232513527632
Exceeding current best timeout: 16.948333333333334 > 6.131166666666668
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 32
Running with params: {'batchsize': 16, 'learning_rate': 1.9861285470185307e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_1.9861285470185307e-05_2
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Timings: Avg: 16.764, Max: 28.75, Min: 11.709999999999999
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.9623029611638483
Exceeding current best timeout: 16.764 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 33
Running with params: {'batchsize': 64, 'learning_rate': 6.522072532169484e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_6.522072532169484e-05_None
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Timings: Avg: 14.198, Max: 22.08, Min: 11.719999999999999
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 0.8288684459933042
Exceeding current best timeout: 14.198 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 34
Running with params: {'batchsize': 64, 'learning_rate': 0.0201369413968745, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.0201369413968745_4
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Timings: Avg: 15.999999999999998, Max: 28.549999999999997, Min: 11.77
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.2576719725268424
Exceeding current best timeout: 15.999999999999998 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 35
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_0.0002162547823435667_2
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Passed tests : 29
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Converged: False
Convergence score: 1.2419980006014801
Exceeding current best timeout: 14.224 > 6.131166666666668
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 36
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_0.001353382325193431_1
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Passed tests : 28
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Exceeding current best timeout: 15.503333333333334 > 6.131166666666668
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 37
Running with params: {'batchsize': 2, 'learning_rate': 0.0026575379132104783, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_0.0026575379132104783_None
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Passed tests : 26
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Convergence score: 1.7004287034787757
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 38
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_2_0.00029743711798032376_None
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Convergence score: 1.5965434691705225
Exceeding current best timeout: 16.682666666666666 > 6.131166666666668
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 39
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.016567582345589995_4
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Convergence score: 3.5100588058482454
Exceeding current best timeout: 16.389666666666667 > 6.131166666666668
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 40
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_0.004269544080195403_4
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Converged: False
Convergence score: 1.6534526238750031
Exceeding current best timeout: 14.55 > 6.131166666666668
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 41
Running with params: {'batchsize': 16, 'learning_rate': 0.913874098357727, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_0.913874098357727_2
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Passed tests : 29
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Converged: False
Convergence score: 1.9020012343981751
Exceeding current best timeout: 15.085666666666668 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 42
Running with params: {'batchsize': 32, 'learning_rate': 5.8033873546652485e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_32_5.8033873546652485e-05_2
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Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.8787642106341786
Exceeding current best timeout: 15.803333333333336 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 43
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.00012868670853560465_None
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Converged: False
Convergence score: 1.9886790836149648
Exceeding current best timeout: 16.449 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 44
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.18126566378270195_None
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Converged: False
Convergence score: 2.235654618040208
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 45
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.007381218861009276_4
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Convergence score: 2.9461573597655133
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_128_0.00034491293284551585_4
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Convergence score: 1.720243915970867
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Probabilty of failure: 1.0
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Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 47
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_8_1.8790757626622468e-05_2
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Convergence score: 1.144025966090746
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 48
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_16_3.629882778225505e-05_2
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Convergence score: 2.0211603451989797
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 49
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_0.0008953816348588836_1
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Converged: False
Convergence score: 1.0767767012674854
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 50
Running with params: {'batchsize': 64, 'learning_rate': 9.940096694541488e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597806491/assert_50748070_64_9.940096694541488e-05_3
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Passed tests : 24
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Converged: False
Convergence score: 2.418566179700563
Exceeding current best timeout: 15.743666666666668 > 6.131166666666668
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.131166666666668
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 159, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 1102.2521965503693
