Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_seq2seq.py
ClassName: TestHogwildSeq2seq
Testname: test_generation_multi
Params: learning_rate,12,5,ParamType.LR,1
epochs,11,13,ParamType.ITER,10
batch_size,10,13,ParamType.CHAINS,16
Assertion: self.assertLess(test['ppl'], 1.2)
Original runtime: 79.286
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_1_10_16
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Timings: Avg: 79.284, Max: 80.11, Min: 78.26
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0047933168615124
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Timings: Avg: 79.36066666666667, Max: 80.4, Min: 78.26
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.2771050346529693
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Timings: Avg: 79.48322222222222, Max: 80.65, Min: 78.12
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.6602505480525374
Evaluating 90 values out of 90
Overall-timings: Avg: 79.48322222222222, Max: 80.65, Min: 78.12
Choosing distribution: expon
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 79.48322222222222
Score: 79.48322222222222
Best-score: 79.48322222222222
Best-param: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
>>Setting original runtime to 79.48322222222222
Optimization Iteration: 1
Running with params: {'batch_size': 2, 'epochs': 1, 'learning_rate': 0.04253915290422087}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_1_0.04253915290422087
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Timings: Avg: 57.051, Max: 57.95, Min: 56.3
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: 79.48322222222222
Best-param: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
Optimization Iteration: 2
Running with params: {'batch_size': 32, 'epochs': 3, 'learning_rate': 0.012742000793123256}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_3_0.012742000793123256
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Timings: Avg: 20.66266666666667, Max: 20.93, Min: 20.439999999999998
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: 79.48322222222222
Best-param: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
Optimization Iteration: 3
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.026182958233187476}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.026182958233187476
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Timings: Avg: 56.79833333333334, Max: 57.72, Min: 56.300000000000004
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 79.48322222222222
Best-param: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
Optimization Iteration: 4
Running with params: {'batch_size': 4, 'epochs': 3, 'learning_rate': 0.036339841168454984}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_3_0.036339841168454984
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Timings: Avg: 80.13999999999997, Max: 81.61, Min: 78.88
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 1.93686791127995
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Timings: Avg: 80.28816666666667, Max: 81.72, Min: 78.85000000000001
Passed tests : 54
Failed tests : 6
Converged: False
Convergence score: 1.5913573648841493
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Timings: Avg: 80.24611111111112, Max: 81.72, Min: 78.85
Passed tests : 81
Failed tests : 9
Converged: False
Convergence score: 1.0803519511819857
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Timings: Avg: 80.25766666666667, Max: 81.73, Min: 78.85
Passed tests : 110
Failed tests : 10
Converged: True
Convergence score: 0.9920985165599598
Evaluating 110 values out of 120
Overall-timings: Avg: 80.25766666666667, Max: 81.73, Min: 78.85
Choosing distribution: t
Probability of fail (non-zero): 0.003854046220142626
All-Passed: True
Probabilty of failure: 0.003854046220142626
Runtime: 80.25766666666667
Score: 80.25766666666667
Best-score: 79.48322222222222
Best-param: {'learning_rate': 1, 'epochs': 10, 'batch_size': 16}
Optimization Iteration: 5
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_1.0001558221237887
Launching 30 jobs, 30 in parallel
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Timings: Avg: 32.897999999999996, Max: 33.31, Min: 32.5
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.090234818686847
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Timings: Avg: 32.86466666666667, Max: 33.31, Min: 31.79
Passed tests : 57
Failed tests : 3
Converged: True
Convergence score: 0.9854744266754084
Evaluating 58 values out of 60
Overall-timings: Avg: 32.86466666666667, Max: 33.31, Min: 31.79
Choosing distribution: beta
Probability of fail (non-zero): 0.0029991359012655483
All-Passed: True
Probabilty of failure: 0.0029991359012655483
Runtime: 32.86466666666667
Score: 32.86466666666667
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 6
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.9176908181009383}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.9176908181009383
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Timings: Avg: 32.943999999999996, Max: 33.35, Min: 32.61
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.8039765481826993
Continuing to next batch...
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Timings: Avg: 32.94733333333333, Max: 33.35, Min: 32.56
Passed tests : 59
Failed tests : 1
Converged: True
Convergence score: 0.6488574616717936
Evaluating 59 values out of 60
Overall-timings: Avg: 32.94733333333333, Max: 33.35, Min: 32.56
Choosing distribution: invweibull
Probability of fail (non-zero): 0.024606568097843784
Exceeding max probability of failure: 0.024606568097843784
All-Passed: False
Probabilty of failure: 0.024606568097843784
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 7
Running with params: {'batch_size': 4, 'epochs': 4, 'learning_rate': 0.23999201523614266}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_4_0.23999201523614266
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.11, Max: 105.46000000000001, Min: 102.64999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1766968108291342
Exceeding current best timeout: 104.11 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 8
Running with params: {'batch_size': 2, 'epochs': 5, 'learning_rate': 0.011143001136239}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_5_0.011143001136239
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Timings: Avg: 103.52033333333334, Max: 105.63, Min: 101.9
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3553436913711459
Exceeding current best timeout: 103.52033333333334 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 9
Running with params: {'batch_size': 256, 'epochs': 8, 'learning_rate': 0.0020641051995232006}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_8_0.0020641051995232006
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Timings: Avg: 103.42666666666666, Max: 104.15, Min: 102.38
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2121830534626241
Exceeding current best timeout: 103.42666666666666 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 10
Running with params: {'batch_size': 256, 'epochs': 8, 'learning_rate': 1.8976209268573274}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_8_1.8976209268573274
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Timings: Avg: 103.522, Max: 105.46, Min: 101.77
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.7293978096095333
Exceeding current best timeout: 103.522 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 11
Running with params: {'batch_size': 4, 'epochs': 4, 'learning_rate': 0.026697769722836755}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_4_0.026697769722836755
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Timings: Avg: 103.44699999999999, Max: 106.15, Min: 100.38
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5565406489860005
Exceeding current best timeout: 103.44699999999999 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 12
Running with params: {'batch_size': 32, 'epochs': 8, 'learning_rate': 0.017830969158601426}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_8_0.017830969158601426
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Timings: Avg: 103.46966666666665, Max: 104.75, Min: 102.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.87298334620756
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Probabilty of failure: 1.0
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 13
Running with params: {'batch_size': 4, 'epochs': 7, 'learning_rate': 0.023725049089091038}
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Passed tests : 30
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Convergence score: 2.828427124746661
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 14
Running with params: {'batch_size': 256, 'epochs': 4, 'learning_rate': 0.4106623708488241}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_4_0.4106623708488241
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Timings: Avg: 103.79999999999998, Max: 105.42, Min: 102.66
Passed tests : 30
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Convergence score: 1.2649110640674712
Exceeding current best timeout: 103.79999999999998 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 15
Running with params: {'batch_size': 16, 'epochs': 2, 'learning_rate': 2.859140159255509}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_2_2.859140159255509
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Timings: Avg: 103.64066666666668, Max: 105.4, Min: 101.31
Passed tests : 30
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Convergence score: 1.0070176299561713
Exceeding current best timeout: 103.64066666666668 > 32.86466666666667
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Probabilty of failure: 1.0
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 16
Running with params: {'batch_size': 16, 'epochs': 7, 'learning_rate': 0.7060387467161122}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_7_0.7060387467161122
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Timings: Avg: 104.05333333333333, Max: 106.34, Min: 102.47
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.0735042819927294
Exceeding current best timeout: 104.05333333333333 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 17
Running with params: {'batch_size': 2, 'epochs': 10, 'learning_rate': 0.022336297798266222}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_10_0.022336297798266222
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Timings: Avg: 103.67000000000002, Max: 105.48, Min: 101.81
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.7262065676257006
Exceeding current best timeout: 103.67000000000002 > 32.86466666666667
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 18
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.17892775386482546}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.17892775386482546
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Timings: Avg: 103.63166666666667, Max: 105.43, Min: 102.02999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.555555555555394
Exceeding current best timeout: 103.63166666666667 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 19
Running with params: {'batch_size': 128, 'epochs': 10, 'learning_rate': 0.02188813651333383}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_10_0.02188813651333383
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Timings: Avg: 103.223, Max: 104.86, Min: 101.93
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3310347641239033
Exceeding current best timeout: 103.223 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 20
Running with params: {'batch_size': 32, 'epochs': 4, 'learning_rate': 0.0023754269562865455}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_4_0.0023754269562865455
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Timings: Avg: 103.86333333333333, Max: 105.8, Min: 102.19
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2649110640672487
Exceeding current best timeout: 103.86333333333333 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 21
Running with params: {'batch_size': 8, 'epochs': 1, 'learning_rate': 9.550364008051321}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_1_9.550364008051321
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Timings: Avg: 103.57499999999999, Max: 104.78999999999999, Min: 102.71000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.012579110833265
Exceeding current best timeout: 103.57499999999999 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 22
Running with params: {'batch_size': 8, 'epochs': 1, 'learning_rate': 0.08477955267437938}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_1_0.08477955267437938
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.74166666666669, Max: 105.31, Min: 102.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.991240707161918
Evaluating 30 values out of 30
Overall-timings: Avg: 103.74166666666669, Max: 105.31, Min: 102.39
Choosing distribution: logistic
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 103.74166666666669
Score: 103.74166666666669
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 23
Running with params: {'batch_size': 128, 'epochs': 3, 'learning_rate': 6.014641345003982}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_3_6.014641345003982
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.50833333333337, Max: 104.78999999999999, Min: 101.44
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1659976680070554
Exceeding current best timeout: 103.50833333333337 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 24
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.0053215270610131645}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.0053215270610131645
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.64400000000002, Max: 105.86000000000001, Min: 101.27000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.425356250363575
Exceeding current best timeout: 103.64400000000002 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 25
Running with params: {'batch_size': 8, 'epochs': 1, 'learning_rate': 0.08874284272206928}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_1_0.08874284272206928
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.48700000000002, Max: 104.97, Min: 101.55
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.110579412044196
Exceeding current best timeout: 103.48700000000002 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 26
Running with params: {'batch_size': 4, 'epochs': 3, 'learning_rate': 1.7340668949590174}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_3_1.7340668949590174
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.54966666666668, Max: 105.39, Min: 102.44
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5275252316520114
Exceeding current best timeout: 103.54966666666668 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 27
Running with params: {'batch_size': 128, 'epochs': 2, 'learning_rate': 0.005314554635888198}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_2_0.005314554635888198
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.63233333333332, Max: 105.32, Min: 102.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.754829412424065
Evaluating 30 values out of 30
Overall-timings: Avg: 103.63233333333332, Max: 105.32, Min: 102.06
Choosing distribution: expon
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 103.63233333333332
Score: 103.63233333333332
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 28
Running with params: {'batch_size': 16, 'epochs': 3, 'learning_rate': 0.2656542509346901}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_3_0.2656542509346901
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.67966666666665, Max: 105.06, Min: 102.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.414213562372624
Exceeding current best timeout: 103.67966666666665 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 29
Running with params: {'batch_size': 8, 'epochs': 1, 'learning_rate': 0.05549209932330919}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_1_0.05549209932330919
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.69933333333333, Max: 105.51, Min: 102.65
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.265986323710904
Exceeding current best timeout: 103.69933333333333 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 30
Running with params: {'batch_size': 2, 'epochs': 1, 'learning_rate': 0.14531734895501666}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_1_0.14531734895501666
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.81566666666669, Max: 105.22, Min: 102.63
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5811388300840141
Exceeding current best timeout: 103.81566666666669 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 31
Running with params: {'batch_size': 8, 'epochs': 5, 'learning_rate': 0.5581382077161575}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_5_0.5581382077161575
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Timings: Avg: 103.68733333333333, Max: 105.52, Min: 102.25
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.735055234471388
Exceeding current best timeout: 103.68733333333333 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 32
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 4.278438168566696}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_4.278438168566696
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Timings: Avg: 103.20033333333329, Max: 104.25, Min: 102.02000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.974937185533284
Exceeding current best timeout: 103.20033333333329 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 33
Running with params: {'batch_size': 32, 'epochs': 1, 'learning_rate': 1.3182091798448117}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_1_1.3182091798448117
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Timings: Avg: 103.73833333333333, Max: 105.64, Min: 101.96000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0430156738211873
Exceeding current best timeout: 103.73833333333333 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 34
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.34275585871948755}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.34275585871948755
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Timings: Avg: 103.71733333333334, Max: 105.58, Min: 101.87
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6045149064767914
Exceeding current best timeout: 103.71733333333334 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 35
Running with params: {'batch_size': 8, 'epochs': 5, 'learning_rate': 0.05854895147350614}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_5_0.05854895147350614
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Timings: Avg: 103.78066666666665, Max: 105.63000000000001, Min: 102.53
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.732050807568108
Exceeding current best timeout: 103.78066666666665 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 36
Running with params: {'batch_size': 2, 'epochs': 3, 'learning_rate': 0.0011406960050126252}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_3_0.0011406960050126252
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.61600000000001, Max: 105.12, Min: 102.22
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1547005383791091
Exceeding current best timeout: 103.61600000000001 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 37
Running with params: {'batch_size': 256, 'epochs': 1, 'learning_rate': 0.010563521663329169}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_1_0.010563521663329169
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Timings: Avg: 103.83899999999998, Max: 106.23, Min: 102.33
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.618614682831846
Exceeding current best timeout: 103.83899999999998 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 38
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 1.0481081539571706}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_1.0481081539571706
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.91533333333331, Max: 105.44, Min: 102.28999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.093374139663568
Exceeding current best timeout: 103.91533333333331 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 39
Running with params: {'batch_size': 16, 'epochs': 3, 'learning_rate': 0.12355662187376935}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_3_0.12355662187376935
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.36566666666666, Max: 105.79, Min: 103.52000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3522468075655412
Exceeding current best timeout: 104.36566666666666 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 40
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.04352605052171787}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.04352605052171787
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.29933333333337, Max: 104.66999999999999, Min: 102.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5570860145310916
Evaluating 30 values out of 30
Overall-timings: Avg: 103.29933333333337, Max: 104.66999999999999, Min: 102.3
Choosing distribution: invweibull
Probability of fail (non-zero): 3.7567243760250335e-09
All-Passed: True
Probabilty of failure: 3.7567243760250335e-09
Runtime: 103.29933333333337
Score: 103.29933333333337
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 41
Running with params: {'batch_size': 128, 'epochs': 1, 'learning_rate': 8.951293519736609}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_1_8.951293519736609
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.46866666666666, Max: 105.14, Min: 101.94
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.6731428790103493
Exceeding current best timeout: 103.46866666666666 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 42
Running with params: {'batch_size': 256, 'epochs': 6, 'learning_rate': 0.00654840704729793}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_6_0.00654840704729793
Launching 30 jobs, 30 in parallel
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Timings: Avg: 102.65199999999997, Max: 104.45, Min: 101.02
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3242443839433418
Exceeding current best timeout: 102.65199999999997 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 43
Running with params: {'batch_size': 4, 'epochs': 4, 'learning_rate': 3.5536024711425767}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_4_3.5536024711425767
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.342, Max: 105.03, Min: 101.24000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3339459376998621
Exceeding current best timeout: 103.342 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 44
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.703234107544528}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.703234107544528
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.65966666666667, Max: 105.06, Min: 101.86
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5877132402717133
Exceeding current best timeout: 103.65966666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 45
Running with params: {'batch_size': 2, 'epochs': 3, 'learning_rate': 0.2223178847699682}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_3_0.2223178847699682
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.637, Max: 106.03, Min: 101.92999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9486832980506402
Evaluating 30 values out of 30
Overall-timings: Avg: 103.637, Max: 106.03, Min: 101.92999999999999
Choosing distribution: logistic
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 103.637
Score: 103.637
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 46
Running with params: {'batch_size': 4, 'epochs': 5, 'learning_rate': 2.0456894824506207}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_5_2.0456894824506207
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.34566666666667, Max: 105.08, Min: 101.77
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.103761159196225
Exceeding current best timeout: 103.34566666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 47
Running with params: {'batch_size': 256, 'epochs': 1, 'learning_rate': 0.03334078350885091}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_1_0.03334078350885091
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.686, Max: 105.30000000000001, Min: 102.2
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6035674514743936
Exceeding current best timeout: 103.686 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 48
Running with params: {'batch_size': 16, 'epochs': 4, 'learning_rate': 0.014313081289513292}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_4_0.014313081289513292
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.02233333333331, Max: 105.34, Min: 102.99
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.042648719947811
Exceeding current best timeout: 104.02233333333331 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 49
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.0020525503139519345}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.0020525503139519345
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Timings: Avg: 103.76833333333333, Max: 105.3, Min: 101.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5933661039639332
Evaluating 30 values out of 30
Overall-timings: Avg: 103.76833333333333, Max: 105.3, Min: 101.68
Choosing distribution: expon
Probability of fail : 0.0
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Runtime: 103.76833333333333
Score: 103.76833333333333
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 50
Running with params: {'batch_size': 8, 'epochs': 3, 'learning_rate': 0.4342759701114715}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_3_0.4342759701114715
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Timings: Avg: 103.64066666666669, Max: 105.32, Min: 102.4
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5714285714287317
Exceeding current best timeout: 103.64066666666669 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Upto iteration 50: {'batch_size': 2, 'epochs': 2.0, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 51
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.008087175717098839}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.008087175717098839
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Timings: Avg: 103.63466666666667, Max: 105.78999999999999, Min: 101.75
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.04124145231936
Exceeding current best timeout: 103.63466666666667 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 52
Running with params: {'batch_size': 128, 'epochs': 1, 'learning_rate': 0.002712540327482602}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_1_0.002712540327482602
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Timings: Avg: 103.882, Max: 105.62, Min: 102.18
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5112193036695785
Exceeding current best timeout: 103.882 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 53
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.08403636198915844}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.08403636198915844
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Timings: Avg: 103.68533333333335, Max: 106.3, Min: 101.89
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6153846153846334
Exceeding current best timeout: 103.68533333333335 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 54
Running with params: {'batch_size': 2, 'epochs': 6, 'learning_rate': 0.0010015958393198305}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_6_0.0010015958393198305
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Timings: Avg: 103.82266666666666, Max: 106.28999999999999, Min: 102.0
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.77910133951941
Exceeding current best timeout: 103.82266666666666 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 55
Running with params: {'batch_size': 4, 'epochs': 1, 'learning_rate': 0.003973767630183676}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_1_0.003973767630183676
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.79333333333335, Max: 105.51, Min: 102.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9958932064675274
Evaluating 30 values out of 30
Overall-timings: Avg: 103.79333333333335, Max: 105.51, Min: 102.1
Choosing distribution: logistic
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 103.79333333333335
Score: 103.79333333333335
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 56
Running with params: {'batch_size': 16, 'epochs': 9, 'learning_rate': 6.066924069182748}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_9_6.066924069182748
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.66333333333333, Max: 106.13000000000001, Min: 101.25999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.064187386168355
Exceeding current best timeout: 103.66333333333333 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 57
Running with params: {'batch_size': 8, 'epochs': 4, 'learning_rate': 0.8438009069790477}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_4_0.8438009069790477
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Timings: Avg: 104.13866666666667, Max: 105.67999999999999, Min: 102.75999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.0000000000000187
Exceeding current best timeout: 104.13866666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 58
Running with params: {'batch_size': 256, 'epochs': 3, 'learning_rate': 0.03319416189731841}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_3_0.03319416189731841
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.85666666666665, Max: 105.46000000000001, Min: 102.87
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.70801280154532
Exceeding current best timeout: 103.85666666666665 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 59
Running with params: {'batch_size': 32, 'epochs': 1, 'learning_rate': 2.3648493920405733}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_1_2.3648493920405733
Launching 30 jobs, 30 in parallel
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Timings: Avg: 106.0886666666667, Max: 107.98, Min: 103.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.999999999999704
Exceeding current best timeout: 106.0886666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 60
Running with params: {'batch_size': 128, 'epochs': 6, 'learning_rate': 0.18038543323484924}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_6_0.18038543323484924
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.96333333333334, Max: 105.97999999999999, Min: 102.06
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.571428571428732
Exceeding current best timeout: 103.96333333333334 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 61
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.01722114824894928}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.01722114824894928
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.62533333333333, Max: 105.08, Min: 102.25
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.2710998958306163
Exceeding current best timeout: 103.62533333333333 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 62
Running with params: {'batch_size': 8, 'epochs': 4, 'learning_rate': 1.4383450169549161}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_4_1.4383450169549161
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Timings: Avg: 104.02333333333333, Max: 105.59, Min: 102.35000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 5.000000000000444
Exceeding current best timeout: 104.02333333333333 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 63
Running with params: {'batch_size': 2, 'epochs': 1, 'learning_rate': 0.2898194639082201}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_1_0.2898194639082201
Launching 30 jobs, 30 in parallel
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Timings: Avg: 103.51166666666667, Max: 105.46000000000001, Min: 102.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.734846922834968
Evaluating 30 values out of 30
Overall-timings: Avg: 103.51166666666667, Max: 105.46000000000001, Min: 102.2
Choosing distribution: t
Probability of fail (non-zero): 1.4152123917199333e-11
All-Passed: True
Probabilty of failure: 1.4152123917199333e-11
Runtime: 103.51166666666667
Score: 103.51166666666667
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 64
Running with params: {'batch_size': 8, 'epochs': 3, 'learning_rate': 0.056248980799007565}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_3_0.056248980799007565
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.43133333333336, Max: 106.13000000000001, Min: 102.00999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0195922446367602
Exceeding current best timeout: 104.43133333333336 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 65
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 0.49078048099893784}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_0.49078048099893784
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Timings: Avg: 104.221, Max: 105.67999999999999, Min: 103.4
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.571428571428379
Exceeding current best timeout: 104.221 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 66
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.044682445852180126}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.044682445852180126
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Passed tests : 30
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Convergence score: 1.5075567228887894
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 67
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.11636715031429266}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.11636715031429266
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Passed tests : 30
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Convergence score: 2.857738033247041
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 68
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.010608614013860315}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.010608614013860315
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Timings: Avg: 104.00833333333334, Max: 105.51, Min: 102.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.782362243529682
Evaluating 30 values out of 30
Overall-timings: Avg: 104.00833333333334, Max: 105.51, Min: 102.82
Choosing distribution: logistic
Probability of fail : 0.0
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Runtime: 104.00833333333334
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 69
Running with params: {'batch_size': 32, 'epochs': 1, 'learning_rate': 0.027032727640486313}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_1_0.027032727640486313
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Timings: Avg: 103.94200000000001, Max: 104.72, Min: 102.94
Passed tests : 30
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Converged: False
Convergence score: 2.906888370750323
Exceeding current best timeout: 103.94200000000001 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 70
Running with params: {'batch_size': 32, 'epochs': 3, 'learning_rate': 0.018669145737890133}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_3_0.018669145737890133
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Passed tests : 30
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Convergence score: 1.5556349186103995
Exceeding current best timeout: 104.30266666666667 > 32.86466666666667
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 71
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 0.08471966301578757}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_0.08471966301578757
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Timings: Avg: 104.26533333333334, Max: 106.72, Min: 101.56
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.078638743260053
Exceeding current best timeout: 104.26533333333334 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 72
Running with params: {'batch_size': 16, 'epochs': 1, 'learning_rate': 0.172693886985476}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_1_0.172693886985476
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Timings: Avg: 103.79533333333333, Max: 105.92, Min: 101.81
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1076975512433738
Exceeding current best timeout: 103.79533333333333 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 73
Running with params: {'batch_size': 32, 'epochs': 3, 'learning_rate': 0.0706323002917682}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_3_0.0706323002917682
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Timings: Avg: 104.20966666666666, Max: 106.56, Min: 102.28999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.276179870598968
Exceeding current best timeout: 104.20966666666666 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 74
Running with params: {'batch_size': 256, 'epochs': 2, 'learning_rate': 0.045297351243275503}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_2_0.045297351243275503
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Timings: Avg: 103.77533333333335, Max: 105.57000000000001, Min: 102.56
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0834726777720056
Exceeding current best timeout: 103.77533333333335 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 75
Running with params: {'batch_size': 4, 'epochs': 1, 'learning_rate': 0.03282505832554715}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_1_0.03282505832554715
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Timings: Avg: 103.61500000000001, Max: 104.91, Min: 101.78999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2935483472731046
Exceeding current best timeout: 103.61500000000001 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 76
Running with params: {'batch_size': 8, 'epochs': 4, 'learning_rate': 0.3433751059629961}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_4_0.3433751059629961
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Timings: Avg: 103.90266666666666, Max: 105.08999999999999, Min: 102.77000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.2188007849005493
Exceeding current best timeout: 103.90266666666666 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 77
Running with params: {'batch_size': 128, 'epochs': 2, 'learning_rate': 0.008794185895830739}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_2_0.008794185895830739
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Timings: Avg: 104.14966666666669, Max: 105.49000000000001, Min: 102.0
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.571428571428732
Exceeding current best timeout: 104.14966666666669 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 78
Running with params: {'batch_size': 2, 'epochs': 3, 'learning_rate': 0.013808100144596436}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_3_0.013808100144596436
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Timings: Avg: 104.38966666666667, Max: 106.05999999999999, Min: 101.57000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1720180773462894
Exceeding current best timeout: 104.38966666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 79
Running with params: {'batch_size': 4, 'epochs': 1, 'learning_rate': 0.5910820021160157}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_1_0.5910820021160157
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Timings: Avg: 103.69366666666669, Max: 105.57, Min: 101.69
Passed tests : 30
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Converged: False
Convergence score: 1.7500000000001075
Exceeding current best timeout: 103.69366666666669 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 80
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.11054772091803597}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.11054772091803597
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Timings: Avg: 103.40599999999999, Max: 105.91, Min: 101.68
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0932163332201654
Exceeding current best timeout: 103.40599999999999 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 81
Running with params: {'batch_size': 32, 'epochs': 3, 'learning_rate': 0.14243030848522953}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_3_0.14243030848522953
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Timings: Avg: 103.844, Max: 105.50999999999999, Min: 102.79
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.1037611591959546
Exceeding current best timeout: 103.844 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 82
Running with params: {'batch_size': 16, 'epochs': 2, 'learning_rate': 0.2121774919074716}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_2_0.2121774919074716
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Timings: Avg: 104.02266666666667, Max: 105.56, Min: 103.02
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.9999999999997087
Exceeding current best timeout: 104.02266666666667 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 83
Running with params: {'batch_size': 128, 'epochs': 5, 'learning_rate': 0.003215191220447149}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_5_0.003215191220447149
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Timings: Avg: 103.80299999999998, Max: 105.5, Min: 102.42999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3242443839435878
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 84
Running with params: {'batch_size': 4, 'epochs': 1, 'learning_rate': 0.0018867375649436516}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_1_0.0018867375649436516
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Passed tests : 30
Failed tests : 0
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Convergence score: 5.273697108112968
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 85
Running with params: {'batch_size': 256, 'epochs': 1, 'learning_rate': 0.0014612117516861324}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_1_0.0014612117516861324
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Timings: Avg: 103.73133333333332, Max: 105.78, Min: 102.74
Passed tests : 30
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Convergence score: 1.376494403223282
Exceeding current best timeout: 103.73133333333332 > 32.86466666666667
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 86
Running with params: {'batch_size': 8, 'epochs': 3, 'learning_rate': 0.004681894294944636}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_3_0.004681894294944636
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Timings: Avg: 104.28666666666666, Max: 105.62, Min: 102.55
Passed tests : 30
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Convergence score: 3.3541019662496536
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Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 87
Running with params: {'batch_size': 32, 'epochs': 2, 'learning_rate': 5.605363223696033}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_2_5.605363223696033
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Passed tests : 30
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Convergence score: 1.6329931618553413
Exceeding current best timeout: 104.07866666666665 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 88
Running with params: {'batch_size': 2, 'epochs': 4, 'learning_rate': 0.007242965442483427}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_4_0.007242965442483427
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Timings: Avg: 103.76266666666668, Max: 105.63, Min: 102.89
Passed tests : 30
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Convergence score: 1.672856722018702
Exceeding current best timeout: 103.76266666666668 > 32.86466666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 89
Running with params: {'batch_size': 4, 'epochs': 2, 'learning_rate': 1.1358966232560035}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_2_1.1358966232560035
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Timings: Avg: 103.63766666666668, Max: 105.57, Min: 102.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5811388300843652
Exceeding current best timeout: 103.63766666666668 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 90
Running with params: {'batch_size': 8, 'epochs': 1, 'learning_rate': 0.06534660583171913}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_1_0.06534660583171913
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Timings: Avg: 103.54033333333334, Max: 104.61999999999999, Min: 102.88
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.848946903283808
Exceeding current best timeout: 103.54033333333334 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 91
Running with params: {'batch_size': 16, 'epochs': 2, 'learning_rate': 0.020662467095496587}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_16_2_0.020662467095496587
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Timings: Avg: 104.12599999999999, Max: 105.44000000000001, Min: 102.77
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0320936930841753
Exceeding current best timeout: 104.12599999999999 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 92
Running with params: {'batch_size': 256, 'epochs': 3, 'learning_rate': 0.02621803137144097}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_256_3_0.02621803137144097
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Timings: Avg: 103.87166666666667, Max: 105.58, Min: 102.22999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8532055424885288
Evaluating 30 values out of 30
Overall-timings: Avg: 103.87166666666667, Max: 105.58, Min: 102.22999999999999
Choosing distribution: logistic
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 103.87166666666667
Score: 103.87166666666667
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 93
Running with params: {'batch_size': 4, 'epochs': 1, 'learning_rate': 3.0345585779806505}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_1_3.0345585779806505
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Timings: Avg: 105.42066666666668, Max: 108.99, Min: 101.26
Passed tests : 30
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Converged: False
Convergence score: 1.2649110640672394
Exceeding current best timeout: 105.42066666666668 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 94
Running with params: {'batch_size': 128, 'epochs': 2, 'learning_rate': 0.04098107404736862}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_128_2_0.04098107404736862
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Timings: Avg: 104.107, Max: 105.77000000000001, Min: 101.42
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 5.533985905294862
Exceeding current best timeout: 104.107 > 32.86466666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 95
Running with params: {'batch_size': 8, 'epochs': 5, 'learning_rate': 1.5980058867866556}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_5_1.5980058867866556
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Timings: Avg: 104.1523333333333, Max: 105.98, Min: 101.82
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6712580435934683
Exceeding current best timeout: 104.1523333333333 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 96
Running with params: {'batch_size': 32, 'epochs': 1, 'learning_rate': 0.8965682834895053}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_1_0.8965682834895053
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Timings: Avg: 104.286, Max: 106.07000000000001, Min: 101.88000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.89897948556681
Exceeding current best timeout: 104.286 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 97
Running with params: {'batch_size': 2, 'epochs': 7, 'learning_rate': 0.015232449939971221}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_2_7_0.015232449939971221
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Timings: Avg: 103.717, Max: 105.63, Min: 101.98
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.7947331922020315
Exceeding current best timeout: 103.717 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 98
Running with params: {'batch_size': 4, 'epochs': 3, 'learning_rate': 8.003766914218424}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_4_3_8.003766914218424
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Timings: Avg: 103.47, Max: 104.95, Min: 101.44
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.52810291480146
Exceeding current best timeout: 103.47 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 99
Running with params: {'batch_size': 8, 'epochs': 2, 'learning_rate': 0.34202091578018845}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_8_2_0.34202091578018845
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Timings: Avg: 103.43066666666668, Max: 105.05000000000001, Min: 101.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3728129459671596
Exceeding current best timeout: 103.43066666666668 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Optimization Iteration: 100
Running with params: {'batch_size': 32, 'epochs': 4, 'learning_rate': 0.7032172529569602}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597633869/assert_46526092_32_4_0.7032172529569602
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.55199999999999, Max: 106.62, Min: 102.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.836832573067843
Exceeding current best timeout: 104.55199999999999 > 32.86466666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.86466666666667
Best-param: {'batch_size': 8, 'epochs': 2, 'learning_rate': 1.0001558221237887}
Upto iteration 100: {'batch_size': 2, 'epochs': 2.0, 'learning_rate': 1.0001558221237887}
Breaking...
{'batch_size': 2, 'epochs': 2.0, 'learning_rate': 1.0001558221237887}
Best score: 32.86466666666667
Repeated params: 0
Trials: 101
Best param {'batch_size': 2, 'epochs': 2.0, 'learning_rate': 1.0001558221237887}
Reduction: 58.65207052781229%
Speedup: 2.4185007877423232x
Optimizer time: 10822.432574987411
