Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestTransformerRanker
Testname: test_train_batch
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: 4.937
>>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_1597804289/assert_93800054_0.007_4_16
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Timings: Avg: 5.232333333333332, Max: 5.29, Min: 5.15
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.195527802478789
Continuing to next batch...
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Timings: Avg: 5.227166666666666, Max: 5.32, Min: 5.11
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.0692035365315886
Continuing to next batch...
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Timings: Avg: 5.238222222222222, Max: 6.44, Min: 5.0200000000000005
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.3789847887932683
Evaluating 90 values out of 90
Overall-timings: Avg: 5.238222222222222, Max: 6.44, Min: 5.0200000000000005
Choosing distribution: dweibull
Probability of fail (non-zero): 0.001804212298574158
All-Passed: True
Probabilty of failure: 0.001804212298574158
Runtime: 5.238222222222222
Score: 5.238222222222222
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 5.238222222222222
Optimization Iteration: 1
Running with params: {'batchsize': 2, 'learning_rate': 2.373950485487927e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_2.373950485487927e-05_1
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Timings: Avg: 13.482333333333333, Max: 13.649999999999999, Min: 13.21
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 2, 'learning_rate': 0.0001505300564410294, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.0001505300564410294_None
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Timings: Avg: 3.3126666666666664, Max: 3.3600000000000003, Min: 3.1500000000000004
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 3
Running with params: {'batchsize': 128, 'learning_rate': 0.04209693990216106, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_0.04209693990216106_None
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Timings: Avg: 3.315333333333333, Max: 3.3600000000000003, Min: 3.2199999999999998
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 0.41158165926166257, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_32_0.41158165926166257_3
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Timings: Avg: 8.197333333333331, Max: 8.33, Min: 8.06
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 5
Running with params: {'batchsize': 2, 'learning_rate': 0.0007553083663761416, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.0007553083663761416_3
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Timings: Avg: 28.913333333333338, Max: 29.83, Min: 28.349999999999998
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 6
Running with params: {'batchsize': 2, 'learning_rate': 5.801086230840749e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_5.801086230840749e-05_1
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Timings: Avg: 13.429666666666666, Max: 13.93, Min: 13.219999999999999
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 7
Running with params: {'batchsize': 8, 'learning_rate': 1.0827055833318066e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_1.0827055833318066e-05_None
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Timings: Avg: 3.306333333333333, Max: 3.35, Min: 3.21
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 8
Running with params: {'batchsize': 128, 'learning_rate': 2.1331504291298346e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_2.1331504291298346e-05_2
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Timings: Avg: 10.050666666666668, Max: 10.17, Min: 9.95
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 9
Running with params: {'batchsize': 128, 'learning_rate': 0.21358189786791135, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_0.21358189786791135_4
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Timings: Avg: 11.093333333333334, Max: 11.32, Min: 10.78
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 10
Running with params: {'batchsize': 16, 'learning_rate': 0.236453752996508, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_16_0.236453752996508_1
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Timings: Avg: 6.567000000000001, Max: 6.630000000000001, Min: 6.45
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: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 11
Running with params: {'batchsize': 8, 'learning_rate': 0.018498521988010302, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.018498521988010302_4
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Timings: Avg: 6.421333333333334, Max: 6.75, Min: 6.289999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.5720389995846937
Exceeding current best timeout: 6.421333333333334 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 12
Running with params: {'batchsize': 64, 'learning_rate': 0.012542126751252599, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_0.012542126751252599_None
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Timings: Avg: 6.4766666666666675, Max: 8.26, Min: 6.27
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.552627642520026
Exceeding current best timeout: 6.4766666666666675 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 13
Running with params: {'batchsize': 16, 'learning_rate': 5.9164927702201495e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_16_5.9164927702201495e-05_3
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Timings: Avg: 6.3803333333333345, Max: 6.47, Min: 6.24
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.232895436481952
Exceeding current best timeout: 6.3803333333333345 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 6.304927107372946e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_6.304927107372946e-05_None
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Timings: Avg: 6.384333333333332, Max: 6.45, Min: 6.25
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0711250075830014
Exceeding current best timeout: 6.384333333333332 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 15
Running with params: {'batchsize': 16, 'learning_rate': 0.16621849378074868, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_16_0.16621849378074868_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.456000000000001, Max: 8.19, Min: 6.2
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1302015851609415
Exceeding current best timeout: 6.456000000000001 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 16
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Optimization Iteration: 18
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Optimization Iteration: 20
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_0.00036268871488962597_2
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Optimization Iteration: 22
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Optimization Iteration: 23
Running with params: {'batchsize': 64, 'learning_rate': 1.672484101630778e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_1.672484101630778e-05_1
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 24
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.0003478937376022483_2
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Convergence score: 1.7632519109003968
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 25
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.06261228292108607_4
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Convergence score: 1.8761969359661441
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 26
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_2.5568786999637235e-05_1
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Optimization Iteration: 27
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.00022788307399430137_2
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 28
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.9220916593544181_4
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 29
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_0.00010625152912769208_1
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Convergence score: 1.7538351649771227
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.00026139575686000066_2
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Timings: Avg: 6.571, Max: 6.79, Min: 6.41
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Convergence score: 1.2930654850485557
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 31
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.9731755220301748_4
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Convergence score: 1.372053249871125
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 32
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_9.746874458907369e-05_1
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Timings: Avg: 6.447999999999999, Max: 6.65, Min: 6.31
Passed tests : 30
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Convergence score: 3.5705467127249886
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 33
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.0013901134624104998_2
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Timings: Avg: 6.515, Max: 8.29, Min: 6.28
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.5747392998576726
Exceeding current best timeout: 6.515 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 34
Running with params: {'batchsize': 2, 'learning_rate': 0.9119713093341336, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.9119713093341336_4
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Timings: Avg: 6.447999999999999, Max: 6.55, Min: 6.28
Passed tests : 30
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Convergence score: 1.4469796128487782
Exceeding current best timeout: 6.447999999999999 > 5.238222222222222
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Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 35
Running with params: {'batchsize': 128, 'learning_rate': 3.717659935233684e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_3.717659935233684e-05_1
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Timings: Avg: 6.416666666666667, Max: 6.55, Min: 6.27
Passed tests : 30
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Converged: False
Convergence score: 1.5260419488069663
Exceeding current best timeout: 6.416666666666667 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 36
Running with params: {'batchsize': 32, 'learning_rate': 0.0008720521911691504, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_32_0.0008720521911691504_None
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Passed tests : 30
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Converged: False
Convergence score: 1.622214211307627
Exceeding current best timeout: 6.457666666666666 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 37
Running with params: {'batchsize': 2, 'learning_rate': 0.0005244971475303751, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.0005244971475303751_2
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Timings: Avg: 6.4559999999999995, Max: 6.58, Min: 6.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1148644418919065
Exceeding current best timeout: 6.4559999999999995 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 38
Running with params: {'batchsize': 64, 'learning_rate': 0.0046738094214375785, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_64_0.0046738094214375785_2
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Timings: Avg: 6.465000000000001, Max: 6.71, Min: 6.28
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.6037782196164785
Exceeding current best timeout: 6.465000000000001 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 39
Running with params: {'batchsize': 2, 'learning_rate': 0.06637822675182012, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.06637822675182012_3
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Timings: Avg: 6.4273333333333325, Max: 6.92, Min: 6.319999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0557554945241763
Exceeding current best timeout: 6.4273333333333325 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 40
Running with params: {'batchsize': 2, 'learning_rate': 0.016882437173183284, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.016882437173183284_3
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Timings: Avg: 6.423999999999999, Max: 6.5, Min: 6.27
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0250370845489356
Exceeding current best timeout: 6.423999999999999 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 41
Running with params: {'batchsize': 16, 'learning_rate': 1.5768085993228033e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_16_1.5768085993228033e-05_1
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Timings: Avg: 6.434333333333334, Max: 6.55, Min: 6.319999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.915615542956737
Evaluating 30 values out of 30
Overall-timings: Avg: 6.434333333333334, Max: 6.55, Min: 6.319999999999999
Choosing distribution: gumbel_l
Probability of fail (non-zero): 0.01299536946794485
Exceeding max probability of failure: 0.01299536946794485
All-Passed: False
Probabilty of failure: 0.01299536946794485
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 42
Running with params: {'batchsize': 128, 'learning_rate': 1.0712912726730897e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_128_1.0712912726730897e-05_1
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Timings: Avg: 6.418666666666667, Max: 6.58, Min: 6.1899999999999995
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6165615128831954
Exceeding current best timeout: 6.418666666666667 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 43
Running with params: {'batchsize': 8, 'learning_rate': 0.0025936843805793182, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.0025936843805793182_2
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Timings: Avg: 6.471000000000001, Max: 6.55, Min: 6.359999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2666715535262218
Exceeding current best timeout: 6.471000000000001 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 44
Running with params: {'batchsize': 8, 'learning_rate': 3.694529341983186e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_3.694529341983186e-05_2
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Timings: Avg: 6.585999999999999, Max: 8.450000000000001, Min: 6.37
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.046704857714797
Exceeding current best timeout: 6.585999999999999 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 45
Running with params: {'batchsize': 2, 'learning_rate': 0.009416111590956268, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.009416111590956268_4
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Timings: Avg: 6.406666666666666, Max: 6.51, Min: 6.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.2518321808846604
Exceeding current best timeout: 6.406666666666666 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 46
Running with params: {'batchsize': 2, 'learning_rate': 0.03762266330771183, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_2_0.03762266330771183_4
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Timings: Avg: 6.443, Max: 6.59, Min: 6.33
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5554275420956394
Exceeding current best timeout: 6.443 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 47
Running with params: {'batchsize': 32, 'learning_rate': 0.00015082908100613626, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_32_0.00015082908100613626_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.420666666666666, Max: 6.67, Min: 6.2700000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1478424168341586
Exceeding current best timeout: 6.420666666666666 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 48
Running with params: {'batchsize': 16, 'learning_rate': 3.774912682235277e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_16_3.774912682235277e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.417333333333333, Max: 6.59, Min: 6.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9615698841123197
Exceeding current best timeout: 6.417333333333333 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 49
Running with params: {'batchsize': 8, 'learning_rate': 0.0001726245670205167, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_0.0001726245670205167_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.452999999999999, Max: 6.76, Min: 6.3100000000000005
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6193756890782407
Exceeding current best timeout: 6.452999999999999 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 50
Running with params: {'batchsize': 8, 'learning_rate': 8.21928935474141e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597804289/assert_93800054_8_8.21928935474141e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.414666666666665, Max: 6.529999999999999, Min: 6.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3179299166784164
Exceeding current best timeout: 6.414666666666665 > 5.238222222222222
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.238222222222222
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 159, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 403.54254627227783
