Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
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: 7.165
>>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_1597815751/assert_507763_0.007_4_16
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Timings: Avg: 4.547333333333333, Max: 5.42, Min: 4.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0701658850466256
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Timings: Avg: 4.594166666666666, Max: 5.51, Min: 4.2
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.1589777365451157
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Timings: Avg: 4.591666666666667, Max: 5.51, Min: 4.2
Passed tests : 90
Failed tests : 0
Converged: False
Convergence score: 1.1785376961120688
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Timings: Avg: 4.605500000000001, Max: 5.97, Min: 4.2
Passed tests : 120
Failed tests : 0
Converged: True
Convergence score: 0.5528157263107848
Evaluating 120 values out of 120
Overall-timings: Avg: 4.605500000000001, Max: 5.97, Min: 4.2
Choosing distribution: beta
Probability of fail (non-zero): 0.1360374403809944
Exceeding max probability of failure: 0.1360374403809944
All-Passed: False
Probabilty of failure: 0.1360374403809944
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.1360374403809944
>>Setting original runtime to 4.605500000000001
Optimization Iteration: 1
Running with params: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.5163092827220039_1
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Timings: Avg: 3.762666666666666, Max: 3.8400000000000003, Min: 3.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1242645786247953
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Timings: Avg: 3.7675000000000005, Max: 3.8400000000000003, Min: 3.5300000000000002
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.8890008890013325
Evaluating 60 values out of 60
Overall-timings: Avg: 3.7675000000000005, Max: 3.8400000000000003, Min: 3.5300000000000002
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.7675000000000005
Score: 3.7675000000000005
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 2
Running with params: {'batchsize': 128, 'learning_rate': 0.010694194722028686, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_0.010694194722028686_None
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Timings: Avg: 3.3076666666666665, Max: 3.3600000000000003, Min: 3.1700000000000004
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 3
Running with params: {'batchsize': 2, 'learning_rate': 0.02040483982763331, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_2_0.02040483982763331_None
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Timings: Avg: 3.3103333333333333, Max: 3.3600000000000003, Min: 3.2399999999999998
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 4
Running with params: {'batchsize': 128, 'learning_rate': 2.262659374816404e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_2.262659374816404e-05_1
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Timings: Avg: 9.148999999999997, Max: 9.26, Min: 9.01
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 5
Running with params: {'batchsize': 16, 'learning_rate': 0.00343348419999027, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_16_0.00343348419999027_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.438, Max: 6.529999999999999, Min: 6.1
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 6
Running with params: {'batchsize': 16, 'learning_rate': 0.0029885648193231583, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_16_0.0029885648193231583_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.600666666666668, Max: 5.69, Min: 5.5
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 7
Running with params: {'batchsize': 64, 'learning_rate': 0.7168688163575008, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.7168688163575008_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.094666666666667, Max: 4.18, Min: 3.99
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.709704134011895
Continuing to next batch...
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Timings: Avg: 4.097666666666667, Max: 4.18, Min: 3.99
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.1106315942161324
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Timings: Avg: 4.0905555555555555, Max: 4.18, Min: 3.95
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.7799489464107402
Evaluating 90 values out of 90
Overall-timings: Avg: 4.0905555555555555, Max: 4.18, Min: 3.95
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0905555555555555
Score: 4.0905555555555555
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 8
Running with params: {'batchsize': 64, 'learning_rate': 0.007209744876222979, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.007209744876222979_1
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Timings: Avg: 7.027333333333334, Max: 7.12, Min: 6.83
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: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 9
Running with params: {'batchsize': 128, 'learning_rate': 0.4881793239993396, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_0.4881793239993396_4
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Timings: Avg: 5.377666666666666, Max: 5.45, Min: 5.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7350552344714196
Exceeding current best timeout: 5.377666666666666 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 10
Running with params: {'batchsize': 16, 'learning_rate': 0.1029030084509402, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_16_0.1029030084509402_3
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Timings: Avg: 5.381666666666666, Max: 5.45, Min: 5.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.8168113585236974
Exceeding current best timeout: 5.381666666666666 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 11
Running with params: {'batchsize': 128, 'learning_rate': 9.001079335505566e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_9.001079335505566e-05_1
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Timings: Avg: 5.382000000000001, Max: 5.47, Min: 5.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3089210580792123
Exceeding current best timeout: 5.382000000000001 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 64, 'learning_rate': 0.0023297297065189224, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.0023297297065189224_4
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Timings: Avg: 5.357333333333332, Max: 5.470000000000001, Min: 5.220000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8844459036110293
Exceeding current best timeout: 5.357333333333332 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 2, 'learning_rate': 0.33846622389895786, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_2_0.33846622389895786_3
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Timings: Avg: 5.374666666666665, Max: 5.45, Min: 5.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0124611797498213
Exceeding current best timeout: 5.374666666666665 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 0.011152336093839362, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.011152336093839362_1
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Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 15
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_1.3418538310233863e-05_1
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Convergence score: 2.955734026661338
Exceeding current best timeout: 5.368333333333333 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 16
Running with params: {'batchsize': 16, 'learning_rate': 6.296434466319612e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_16_6.296434466319612e-05_4
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Exceeding current best timeout: 5.378333333333334 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 17
Running with params: {'batchsize': 128, 'learning_rate': 6.11442548662986e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_6.11442548662986e-05_3
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Convergence score: 1.9445436482630019
Exceeding current best timeout: 5.362666666666667 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 18
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.00012021376034745528_4
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Exceeding current best timeout: 5.379999999999998 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 19
Running with params: {'batchsize': 64, 'learning_rate': 8.155755186485734e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_8.155755186485734e-05_4
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Convergence score: 1.2149002151415926
Exceeding current best timeout: 5.357333333333333 > 3.7675000000000005
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 20
Running with params: {'batchsize': 32, 'learning_rate': 0.0732486503467464, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.0732486503467464_1
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Convergence score: 1.6153846153846154
Exceeding current best timeout: 5.376333333333335 > 3.7675000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 21
Running with params: {'batchsize': 8, 'learning_rate': 0.9771650469325944, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_8_0.9771650469325944_2
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Timings: Avg: 5.363666666666668, Max: 5.52, Min: 5.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9494253265550834
Evaluating 30 values out of 30
Overall-timings: Avg: 5.363666666666668, Max: 5.52, Min: 5.17
Choosing distribution: cauchy
Probability of fail (non-zero): 0.006373806556743966
All-Passed: True
Probabilty of failure: 0.006373806556743966
Runtime: 5.363666666666668
Score: 5.363666666666668
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 22
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.11494291123579638_1
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Passed tests : 30
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Converged: False
Convergence score: 2.1650635094610893
Exceeding current best timeout: 5.390000000000001 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 23
Running with params: {'batchsize': 8, 'learning_rate': 0.9807818826613984, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_8_0.9807818826613984_1
Launching 30 jobs, 30 in parallel
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Convergence score: 4.699004699007017
Exceeding current best timeout: 5.367999999999999 > 3.7675000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 24
Running with params: {'batchsize': 32, 'learning_rate': 0.27120424891585715, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.27120424891585715_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.376666666666667, Max: 5.510000000000001, Min: 5.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.885315640765354
Evaluating 30 values out of 30
Overall-timings: Avg: 5.376666666666667, Max: 5.510000000000001, Min: 5.29
Choosing distribution: gumbel_l
Probability of fail (non-zero): 6.5854161706557105e-18
All-Passed: True
Probabilty of failure: 6.5854161706557105e-18
Runtime: 5.376666666666667
Score: 5.376666666666667
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 25
Running with params: {'batchsize': 32, 'learning_rate': 0.0003969171007696641, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.0003969171007696641_2
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Passed tests : 30
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Converged: False
Convergence score: 1.568929081105481
Exceeding current best timeout: 5.391333333333333 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 26
Running with params: {'batchsize': 32, 'learning_rate': 0.03980579874082268, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.03980579874082268_1
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Timings: Avg: 5.362333333333335, Max: 5.46, Min: 5.2700000000000005
Passed tests : 30
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Converged: False
Convergence score: 3.1386862460831306
Exceeding current best timeout: 5.362333333333335 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 27
Running with params: {'batchsize': 2, 'learning_rate': 0.2041010864134191, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_2_0.2041010864134191_1
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Timings: Avg: 5.372333333333334, Max: 5.430000000000001, Min: 5.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.784435632438381
Exceeding current best timeout: 5.372333333333334 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 8, 'learning_rate': 0.0006318435944143992, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_8_0.0006318435944143992_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.378, Max: 5.449999999999999, Min: 5.2700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8838834764831817
Evaluating 30 values out of 30
Overall-timings: Avg: 5.378, Max: 5.449999999999999, Min: 5.2700000000000005
Choosing distribution: gumbel_l
Probability of fail (non-zero): 9.139161475144014e-15
All-Passed: True
Probabilty of failure: 9.139161475144014e-15
Runtime: 5.378
Score: 5.378
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 29
Running with params: {'batchsize': 64, 'learning_rate': 0.6813854893127993, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.6813854893127993_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.3696666666666655, Max: 5.449999999999999, Min: 5.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4485719366802956
Exceeding current best timeout: 5.3696666666666655 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 32, 'learning_rate': 0.030367530334058368, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.030367530334058368_2
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Timings: Avg: 5.361666666666666, Max: 5.470000000000001, Min: 5.21
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6915632233569797
Exceeding current best timeout: 5.361666666666666 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 31
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Exceeding current best timeout: 5.379 > 3.7675000000000005
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Optimization Iteration: 39
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 40
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Optimization Iteration: 41
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_0.004956084876970885_None
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 42
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.0019373043224850748_1
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
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_1597815751/assert_507763_32_0.5172090923461116_4
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Timings: Avg: 5.39, Max: 5.59, Min: 5.2299999999999995
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Converged: True
Convergence score: 0.8992288030258868
Evaluating 30 values out of 30
Overall-timings: Avg: 5.39, Max: 5.59, Min: 5.2299999999999995
Choosing distribution: beta
Probability of fail (non-zero): 6.916752789881569e-20
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Probabilty of failure: 6.916752789881569e-20
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Score: 5.39
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
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_1597815751/assert_507763_64_0.00022288487497747512_3
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Convergence score: 1.6307484966544263
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 45
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Convergence score: 2.2453655975512237
Exceeding current best timeout: 5.369999999999999 > 3.7675000000000005
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 46
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_16_0.009983964783220244_1
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Timings: Avg: 5.370333333333332, Max: 5.529999999999999, Min: 5.2700000000000005
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Convergence score: 1.6477635802645954
Exceeding current best timeout: 5.370333333333332 > 3.7675000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 47
Running with params: {'batchsize': 128, 'learning_rate': 3.0625210386467815e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_128_3.0625210386467815e-05_4
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Timings: Avg: 5.3596666666666675, Max: 5.44, Min: 5.15
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Convergence score: 2.2360679774997827
Exceeding current best timeout: 5.3596666666666675 > 3.7675000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
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_1597815751/assert_507763_32_0.08486846949240694_1
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Optimization Iteration: 49
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Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
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Optimization Iteration: 51
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Optimization Iteration: 55
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Convergence score: 0.6236095644623242
Evaluating 30 values out of 30
Overall-timings: Avg: 5.368999999999999, Max: 5.4399999999999995, Min: 5.2
Choosing distribution: gumbel_l
Probability of fail (non-zero): 6.636730563860527e-15
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Optimization Iteration: 57
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Convergence score: 3.794733192202055
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 58
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.029924372425188424_4
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 59
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.9698919171046464_1
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Best-score: 3.7675000000000005
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Optimization Iteration: 60
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_2.0038942662915944e-05_2
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 61
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.06938554122019808_None
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 62
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Convergence score: 2.24179415327122
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 63
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Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 64
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 65
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Convergence score: 1.0334072235723157
Exceeding current best timeout: 5.352666666666667 > 3.7675000000000005
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
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Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 75
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.03292636780506853_2
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Optimization Iteration: 78
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Optimization Iteration: 79
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Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 80
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_64_0.0005162902999281109_2
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 81
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 82
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 83
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Exceeding current best timeout: 5.352000000000001 > 3.7675000000000005
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Optimization Iteration: 84
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Optimization Iteration: 85
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Best-score: 3.7675000000000005
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Optimization Iteration: 89
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.001098557166448057_None
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Best-score: 3.7675000000000005
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Optimization Iteration: 90
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_8_0.023828373364559844_1
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Convergence score: 1.4406921782545377
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Optimization Iteration: 91
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 92
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_4.2228782070095746e-05_1
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Converged: True
Convergence score: 0.8642197815926532
Evaluating 30 values out of 30
Overall-timings: Avg: 5.351999999999999, Max: 5.46, Min: 5.23
Choosing distribution: beta
Probability of fail : 0.0
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 32, 'learning_rate': 4.408741190491092e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_4.408741190491092e-05_1
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Convergence score: 1.8811791385873824
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 94
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.0003006157720408088_1
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 95
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.00010208289807238115_1
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Convergence score: 1.649915822768616
Exceeding current best timeout: 5.347 > 3.7675000000000005
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 96
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_1.8592501699374655e-05_1
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Convergence score: 1.2649110640673482
Exceeding current best timeout: 5.370666666666667 > 3.7675000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 32, 'learning_rate': 2.9983867259184915e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_2.9983867259184915e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.379666666666666, Max: 5.57, Min: 5.22
Passed tests : 30
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Converged: True
Convergence score: 0.7622517090726624
Evaluating 30 values out of 30
Overall-timings: Avg: 5.379666666666666, Max: 5.57, Min: 5.22
Choosing distribution: beta
Probability of fail (non-zero): 1.979384599859656e-34
All-Passed: True
Probabilty of failure: 1.979384599859656e-34
Runtime: 5.379666666666666
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Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 98
Running with params: {'batchsize': 32, 'learning_rate': 0.00017944251332756782, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.00017944251332756782_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.375333333333334, Max: 5.46, Min: 5.21
Passed tests : 30
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Converged: False
Convergence score: 1.2671051872498846
Exceeding current best timeout: 5.375333333333334 > 3.7675000000000005
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 99
Running with params: {'batchsize': 32, 'learning_rate': 0.0025620099220516, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_0.0025620099220516_1
Launching 30 jobs, 30 in parallel
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Passed tests : 30
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Convergence score: 3.087220082056273
Exceeding current best timeout: 5.380666666666666 > 3.7675000000000005
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Optimization Iteration: 100
Running with params: {'batchsize': 32, 'learning_rate': 6.071965703478391e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597815751/assert_507763_32_6.071965703478391e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.376666666666666, Max: 5.4399999999999995, Min: 5.28
Passed tests : 30
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Converged: False
Convergence score: 2.939873661036654
Exceeding current best timeout: 5.376666666666666 > 3.7675000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.7675000000000005
Best-param: {'batchsize': 32, 'learning_rate': 0.5163092827220039, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 3, 'learning_rate': 0.5163092827220039, 'num_epochs': 0}
Breaking...
{'batchsize': 3, 'learning_rate': 0.5163092827220039, 'num_epochs': 0}
Best score: 3.7675000000000005
Repeated params: 0
Trials: 101
Best param {'batchsize': 3, 'learning_rate': 0.5163092827220039, 'num_epochs': 0}
Reduction: 18.195635653023565%
Speedup: 1.2224286662242867x
Optimizer time: 604.7333521842957
