Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_transformers.py
ClassName: TestTransformerGenerator
Testname: test_xlm
Params: learning_rate,539,29,ParamType.LR,0.007
epoch,541,27,ParamType.ITER,20
batchsize,540,26,ParamType.CHAINS,32
Assertion: self.assertLessEqual(test['ppl'], 1.30)
Original runtime: 13.422
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_0.007_20_32
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.839666666666664, Max: 19.27, Min: 13.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3855482275699979
Evaluating 30 values out of 30
Overall-timings: Avg: 13.839666666666664, Max: 19.27, Min: 13.26
Choosing distribution: expon
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.839666666666664
Score: 13.839666666666664
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
>>Setting original runtime to 13.839666666666664
Optimization Iteration: 1
Running with params: {'batchsize': 16, 'epoch': 2, 'learning_rate': 0.0054234882884430236}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_2_0.0054234882884430236
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Timings: Avg: 11.061333333333335, Max: 11.21, Min: 10.940000000000001
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 2
Running with params: {'batchsize': 128, 'epoch': 3, 'learning_rate': 0.00308815169118811}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_3_0.00308815169118811
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Timings: Avg: 12.909666666666668, Max: 13.020000000000001, Min: 12.76
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 3
Running with params: {'batchsize': 16, 'epoch': 8, 'learning_rate': 4.285395179014872e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_8_4.285395179014872e-05
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Timings: Avg: 24.81733333333333, Max: 25.27, Min: 24.29
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 4
Running with params: {'batchsize': 256, 'epoch': 16, 'learning_rate': 4.9725727559508485e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_16_4.9725727559508485e-05
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Timings: Avg: 25.543333333333337, Max: 25.759999999999998, Min: 25.09
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 5
Running with params: {'batchsize': 8, 'epoch': 4, 'learning_rate': 1.698791028517923e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_4_1.698791028517923e-05
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Timings: Avg: 22.546000000000003, Max: 23.0, Min: 22.07
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 6
Running with params: {'batchsize': 64, 'epoch': 10, 'learning_rate': 1.0015349674047599e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_10_1.0015349674047599e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.33866666666667, Max: 17.54, Min: 16.92
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 7
Running with params: {'batchsize': 16, 'epoch': 5, 'learning_rate': 0.00019915660146657926}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_5_0.00019915660146657926
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Timings: Avg: 17.865333333333332, Max: 18.11, Min: 17.590000000000003
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 8
Running with params: {'batchsize': 2, 'epoch': 2, 'learning_rate': 7.834820382035838e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_2_7.834820382035838e-05
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Timings: Avg: 37.480000000000004, Max: 38.75, Min: 36.449999999999996
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 9
Running with params: {'batchsize': 16, 'epoch': 2, 'learning_rate': 0.006529272106393046}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_2_0.006529272106393046
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.970000000000002, Max: 11.13, Min: 10.760000000000002
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 10
Running with params: {'batchsize': 128, 'epoch': 3, 'learning_rate': 0.053416167445032824}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_3_0.053416167445032824
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Timings: Avg: 12.929333333333334, Max: 13.030000000000001, Min: 12.82
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 11
Running with params: {'batchsize': 64, 'epoch': 1, 'learning_rate': 0.014644094523367677}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_1_0.014644094523367677
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Timings: Avg: 9.076333333333334, Max: 9.18, Min: 8.799999999999999
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 12
Running with params: {'batchsize': 64, 'epoch': 7, 'learning_rate': 0.8825757264087507}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_7_0.8825757264087507
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Timings: Avg: 15.986666666666666, Max: 16.13, Min: 15.55
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 13
Running with params: {'batchsize': 128, 'epoch': 5, 'learning_rate': 0.01107439935620462}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_5_0.01107439935620462
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_4_0.000660762348055035
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_1.1325167938350061e-05
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_3_1.79008496439483e-05
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_5_0.12703667158081328
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Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 21
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_0.0009948965170799755
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Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 22
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.0013692256688764262
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Runtime: 10000.0
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Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 23
Running with params: {'batchsize': 8, 'epoch': 7, 'learning_rate': 0.1286886456769627}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_7_0.1286886456769627
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 24
Running with params: {'batchsize': 256, 'epoch': 1, 'learning_rate': 0.000965000065988324}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_1_0.000965000065988324
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 25
Running with params: {'batchsize': 32, 'epoch': 1, 'learning_rate': 0.02505788240655836}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.02505788240655836
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Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 26
Running with params: {'batchsize': 8, 'epoch': 7, 'learning_rate': 0.18770175406438247}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_7_0.18770175406438247
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Timings: Avg: 36.581999999999994, Max: 37.03, Min: 35.6
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 27
Running with params: {'batchsize': 2, 'epoch': 1, 'learning_rate': 0.00023537685243846368}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_1_0.00023537685243846368
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Timings: Avg: 22.368999999999996, Max: 22.89, Min: 21.68
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 28
Running with params: {'batchsize': 32, 'epoch': 1, 'learning_rate': 0.031600785761684874}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.031600785761684874
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Timings: Avg: 8.322666666666668, Max: 8.46, Min: 8.1
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 29
Running with params: {'batchsize': 8, 'epoch': 19, 'learning_rate': 0.35430020639072785}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_19_0.35430020639072785
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Timings: Avg: 89.92366666666668, Max: 91.39999999999999, Min: 88.16
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: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 30
Running with params: {'batchsize': 2, 'epoch': 3, 'learning_rate': 0.002426214721200121}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_3_0.002426214721200121
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.124333333333333, Max: 48.1, Min: 19.040000000000003
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.3576593667675274
Exceeding current best timeout: 24.124333333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 31
Running with params: {'batchsize': 16, 'epoch': 2, 'learning_rate': 0.04662428682809628}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_2_0.04662428682809628
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Timings: Avg: 21.55633333333334, Max: 37.44, Min: 19.26
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0584726752787565
Exceeding current best timeout: 21.55633333333334 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 32
Running with params: {'batchsize': 8, 'epoch': 16, 'learning_rate': 0.7567541712358473}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_16_0.7567541712358473
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Timings: Avg: 20.523333333333333, Max: 36.04, Min: 18.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0568655998150507
Exceeding current best timeout: 20.523333333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 33
Running with params: {'batchsize': 2, 'epoch': 3, 'learning_rate': 0.001875760076834543}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_3_0.001875760076834543
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.368, Max: 37.559999999999995, Min: 19.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7205794368969811
Evaluating 30 values out of 30
Overall-timings: Avg: 22.368, Max: 37.559999999999995, Min: 19.15
Choosing distribution: pareto
Probability of fail (non-zero): 0.019723974103434738
Exceeding max probability of failure: 0.019723974103434738
All-Passed: False
Probabilty of failure: 0.019723974103434738
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 34
Running with params: {'batchsize': 16, 'epoch': 2, 'learning_rate': 0.007173848546361818}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_2_0.007173848546361818
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.113333333333333, Max: 36.68, Min: 19.05
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.1431664807773139
Exceeding current best timeout: 21.113333333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 35
Running with params: {'batchsize': 8, 'epoch': 20, 'learning_rate': 0.5777389016220194}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_20_0.5777389016220194
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.696666666666665, Max: 33.99, Min: 19.419999999999998
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.4671309294605623
Exceeding current best timeout: 22.696666666666665 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 36
Running with params: {'batchsize': 16, 'epoch': 9, 'learning_rate': 0.09504865719565253}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_9_0.09504865719565253
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.278666666666663, Max: 33.940000000000005, Min: 19.48
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.061695821098979
Exceeding current best timeout: 22.278666666666663 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 37
Running with params: {'batchsize': 256, 'epoch': 2, 'learning_rate': 0.0005606512339044829}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_0.0005606512339044829
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.468666666666667, Max: 28.69, Min: 19.180000000000003
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1252516253094043
Exceeding current best timeout: 20.468666666666667 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 38
Running with params: {'batchsize': 256, 'epoch': 2, 'learning_rate': 4.952555096181828e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_4.952555096181828e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.288666666666664, Max: 35.050000000000004, Min: 19.35
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.01059551843478
Exceeding current best timeout: 21.288666666666664 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 39
Running with params: {'batchsize': 32, 'epoch': 1, 'learning_rate': 0.005414498710684126}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.005414498710684126
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.943666666666665, Max: 29.05, Min: 19.43
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.3593554409915405
Exceeding current best timeout: 20.943666666666665 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 40
Running with params: {'batchsize': 32, 'epoch': 1, 'learning_rate': 0.0001392659285256002}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.0001392659285256002
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.135333333333335, Max: 42.26, Min: 19.330000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.372844746409106
Exceeding current best timeout: 22.135333333333335 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 41
Running with params: {'batchsize': 64, 'epoch': 6, 'learning_rate': 0.014628785679298045}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_6_0.014628785679298045
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.844, Max: 29.0, Min: 19.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.253484212697933
Exceeding current best timeout: 20.844 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 42
Running with params: {'batchsize': 16, 'epoch': 4, 'learning_rate': 0.2408175844521505}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_4_0.2408175844521505
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.376, Max: 28.13, Min: 19.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.5760314984031125
Exceeding current best timeout: 20.376 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 43
Running with params: {'batchsize': 256, 'epoch': 1, 'learning_rate': 0.00010621250588842968}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_1_0.00010621250588842968
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 21.433, Max: 37.16, Min: 19.27
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.0602514512971133
Exceeding current best timeout: 21.433 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 44
Running with params: {'batchsize': 128, 'epoch': 1, 'learning_rate': 2.9203542293249627e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_1_2.9203542293249627e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.279000000000003, Max: 29.22, Min: 19.240000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.850366191060994
Exceeding current best timeout: 20.279000000000003 > 13.839666666666664
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 45
Running with params: {'batchsize': 16, 'epoch': 1, 'learning_rate': 0.0336828021077808}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_1_0.0336828021077808
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5965607464268032
Exceeding current best timeout: 20.887666666666668 > 13.839666666666664
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Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 46
Running with params: {'batchsize': 64, 'epoch': 1, 'learning_rate': 0.0004020058245683053}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_1_0.0004020058245683053
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Timings: Avg: 21.92333333333333, Max: 34.59, Min: 19.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.974742824613824
Exceeding current best timeout: 21.92333333333333 > 13.839666666666664
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Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 47
Running with params: {'batchsize': 8, 'epoch': 12, 'learning_rate': 0.21765071840273018}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_12_0.21765071840273018
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Passed tests : 30
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Converged: False
Convergence score: 2.686803594144945
Exceeding current best timeout: 23.014000000000003 > 13.839666666666664
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Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 48
Running with params: {'batchsize': 8, 'epoch': 8, 'learning_rate': 0.009115635868259786}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_8_0.009115635868259786
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.095333333333325, Max: 36.75, Min: 19.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7467207243135896
Evaluating 30 values out of 30
Overall-timings: Avg: 21.095333333333325, Max: 36.75, Min: 19.08
Choosing distribution: expon
Probability of fail (non-zero): 0.0028666336099379963
All-Passed: True
Probabilty of failure: 0.0028666336099379963
Runtime: 21.095333333333325
Score: 21.095333333333325
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 49
Running with params: {'batchsize': 2, 'epoch': 15, 'learning_rate': 0.00018485955877430818}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_15_0.00018485955877430818
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 22.09966666666667, Max: 38.13, Min: 19.009999999999998
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 6.535635657565208
Exceeding current best timeout: 22.09966666666667 > 13.839666666666664
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 50
Running with params: {'batchsize': 2, 'epoch': 9, 'learning_rate': 0.0035487682989741192}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_9_0.0035487682989741192
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.952333333333335, Max: 33.99, Min: 19.24
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0924604014929178
Exceeding current best timeout: 21.952333333333335 > 13.839666666666664
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Upto iteration 50: {'batchsize': 1, 'epoch': 8.0, 'learning_rate': 0.009115635868259786}
Optimization Iteration: 51
Running with params: {'batchsize': 128, 'epoch': 6, 'learning_rate': 0.008279819377274903}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_6_0.008279819377274903
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.84133333333334, Max: 43.089999999999996, Min: 19.270000000000003
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.2901543483199545
Exceeding current best timeout: 21.84133333333334 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 52
Running with params: {'batchsize': 16, 'epoch': 5, 'learning_rate': 0.07199923934309294}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_5_0.07199923934309294
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.371666666666666, Max: 37.43, Min: 19.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8849667100134222
Evaluating 30 values out of 30
Overall-timings: Avg: 22.371666666666666, Max: 37.43, Min: 19.44
Choosing distribution: halfcauchy
Probability of fail (non-zero): 0.02826520359819995
Exceeding max probability of failure: 0.02826520359819995
All-Passed: False
Probabilty of failure: 0.02826520359819995
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 53
Running with params: {'batchsize': 8, 'epoch': 10, 'learning_rate': 0.020063954184116925}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_10_0.020063954184116925
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.15, Max: 29.069999999999997, Min: 19.37
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.065468405856486
Exceeding current best timeout: 21.15 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 54
Running with params: {'batchsize': 64, 'epoch': 4, 'learning_rate': 0.004329403503120162}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_4_0.004329403503120162
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 22.909666666666666, Max: 49.5, Min: 19.439999999999998
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.6613683538632675
Exceeding current best timeout: 22.909666666666666 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 55
Running with params: {'batchsize': 16, 'epoch': 3, 'learning_rate': 0.011171644654691124}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_3_0.011171644654691124
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.587000000000003, Max: 37.49, Min: 19.470000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1590996878982347
Exceeding current best timeout: 21.587000000000003 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 56
Running with params: {'batchsize': 128, 'epoch': 14, 'learning_rate': 0.0017053408340791765}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_14_0.0017053408340791765
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.770333333333333, Max: 42.57, Min: 19.32
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1294442401608702
Exceeding current best timeout: 22.770333333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 57
Running with params: {'batchsize': 8, 'epoch': 6, 'learning_rate': 0.0025999712520789046}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_6_0.0025999712520789046
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.904999999999998, Max: 38.01, Min: 19.509999999999998
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.871448853951728
Exceeding current best timeout: 23.904999999999998 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 58
Running with params: {'batchsize': 16, 'epoch': 8, 'learning_rate': 0.0003640461948056424}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_8_0.0003640461948056424
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.122333333333337, Max: 33.78, Min: 19.28
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5948268303294373
Exceeding current best timeout: 22.122333333333337 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 59
Running with params: {'batchsize': 8, 'epoch': 18, 'learning_rate': 0.0009523279872256917}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_18_0.0009523279872256917
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.918666666666663, Max: 28.35, Min: 18.86
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8800709818323815
Exceeding current best timeout: 19.918666666666663 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 60
Running with params: {'batchsize': 64, 'epoch': 4, 'learning_rate': 0.04445144349127689}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_4_0.04445144349127689
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.781, Max: 36.65, Min: 19.099999999999998
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.399046263635678
Exceeding current best timeout: 21.781 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 61
Running with params: {'batchsize': 16, 'epoch': 3, 'learning_rate': 0.019750046940816043}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_3_0.019750046940816043
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.073666666666664, Max: 36.51, Min: 19.11
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 3.0540810676065364
Exceeding current best timeout: 21.073666666666664 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 62
Running with params: {'batchsize': 8, 'epoch': 2, 'learning_rate': 0.008907756887918587}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_2_0.008907756887918587
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.33233333333333, Max: 28.450000000000003, Min: 19.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8731320554278418
Evaluating 30 values out of 30
Overall-timings: Avg: 20.33233333333333, Max: 28.450000000000003, Min: 19.23
Choosing distribution: halfcauchy
Probability of fail (non-zero): 0.06235123282033117
Exceeding max probability of failure: 0.06235123282033117
All-Passed: False
Probabilty of failure: 0.06235123282033117
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 63
Running with params: {'batchsize': 128, 'epoch': 12, 'learning_rate': 0.005184964888598988}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_12_0.005184964888598988
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.480666666666668, Max: 28.32, Min: 19.200000000000003
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3669480595980785
Exceeding current best timeout: 20.480666666666668 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 64
Running with params: {'batchsize': 8, 'epoch': 5, 'learning_rate': 0.06521039124669423}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_5_0.06521039124669423
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Timings: Avg: 20.334666666666667, Max: 28.2, Min: 18.84
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5139614993180592
Exceeding current best timeout: 20.334666666666667 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 65
Running with params: {'batchsize': 8, 'epoch': 18, 'learning_rate': 0.691036578854899}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_18_0.691036578854899
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.122666666666667, Max: 37.45, Min: 19.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7853275161407582
Evaluating 30 values out of 30
Overall-timings: Avg: 23.122666666666667, Max: 37.45, Min: 19.12
Choosing distribution: lognorm
Probability of fail (non-zero): 0.010122851918037856
Exceeding max probability of failure: 0.010122851918037856
All-Passed: False
Probabilty of failure: 0.010122851918037856
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 66
Running with params: {'batchsize': 8, 'epoch': 10, 'learning_rate': 0.3669123157321007}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_10_0.3669123157321007
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.124666666666663, Max: 36.89, Min: 19.39
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.2939239203257595
Exceeding current best timeout: 21.124666666666663 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 67
Running with params: {'batchsize': 16, 'epoch': 8, 'learning_rate': 0.10414384990279286}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_8_0.10414384990279286
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.025, Max: 29.15, Min: 19.35
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.90672161552678
Exceeding current best timeout: 22.025 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 68
Running with params: {'batchsize': 16, 'epoch': 9, 'learning_rate': 0.09829009358817402}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_9_0.09829009358817402
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.231, Max: 36.81, Min: 19.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9446343060850299
Evaluating 30 values out of 30
Overall-timings: Avg: 21.231, Max: 36.81, Min: 19.32
Choosing distribution: halfcauchy
Probability of fail (non-zero): 0.05652529908269821
Exceeding max probability of failure: 0.05652529908269821
All-Passed: False
Probabilty of failure: 0.05652529908269821
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 69
Running with params: {'batchsize': 256, 'epoch': 2, 'learning_rate': 0.0005889828659532296}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_0.0005889828659532296
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.22733333333333, Max: 33.769999999999996, Min: 19.42
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.967568487617382
Exceeding current best timeout: 21.22733333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 70
Running with params: {'batchsize': 256, 'epoch': 2, 'learning_rate': 0.00113144650141899}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_0.00113144650141899
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.57, Max: 36.92, Min: 19.36
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.7256084024325196
Exceeding current best timeout: 20.57 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 71
Running with params: {'batchsize': 256, 'epoch': 3, 'learning_rate': 4.4357934724763034e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_3_4.4357934724763034e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.545666666666662, Max: 37.19, Min: 19.48
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.486836737092113
Exceeding current best timeout: 21.545666666666662 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 72
Running with params: {'batchsize': 128, 'epoch': 6, 'learning_rate': 0.00977246532636212}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_6_0.00977246532636212
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.249000000000002, Max: 37.54, Min: 19.360000000000003
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.7999776886948713
Evaluating 29 values out of 30
Overall-timings: Avg: 23.249000000000002, Max: 37.54, Min: 19.360000000000003
Choosing distribution: invweibull
Probability of fail (non-zero): 0.08081496649955933
Exceeding max probability of failure: 0.08081496649955933
All-Passed: False
Probabilty of failure: 0.08081496649955933
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 73
Running with params: {'batchsize': 16, 'epoch': 5, 'learning_rate': 0.016134487861331006}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_5_0.016134487861331006
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.969333333333335, Max: 33.97, Min: 19.459999999999997
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 10.50897757318381
Exceeding current best timeout: 20.969333333333335 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 74
Running with params: {'batchsize': 16, 'epoch': 7, 'learning_rate': 0.06913665765600206}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_7_0.06913665765600206
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.848000000000006, Max: 33.949999999999996, Min: 19.36
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.8757753481552575
Exceeding current best timeout: 21.848000000000006 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 75
Running with params: {'batchsize': 8, 'epoch': 11, 'learning_rate': 0.023890089013963285}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_11_0.023890089013963285
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.79433333333333, Max: 36.71, Min: 19.1
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 9.161573349021857
Exceeding current best timeout: 21.79433333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 76
Running with params: {'batchsize': 64, 'epoch': 4, 'learning_rate': 0.00477675178028546}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_4_0.00477675178028546
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.505999999999993, Max: 34.26, Min: 19.490000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9392300179111742
Evaluating 30 values out of 30
Overall-timings: Avg: 21.505999999999993, Max: 34.26, Min: 19.490000000000002
Choosing distribution: pareto
Probability of fail (non-zero): 0.006599729506594709
All-Passed: True
Probabilty of failure: 0.006599729506594709
Runtime: 21.505999999999993
Score: 21.505999999999993
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 77
Running with params: {'batchsize': 64, 'epoch': 4, 'learning_rate': 0.2268442945271008}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_4_0.2268442945271008
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.526666666666667, Max: 28.790000000000003, Min: 19.439999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9308464211486469
Evaluating 30 values out of 30
Overall-timings: Avg: 20.526666666666667, Max: 28.790000000000003, Min: 19.439999999999998
Choosing distribution: expon
Probability of fail (non-zero): 0.01462602590431561
Exceeding max probability of failure: 0.01462602590431561
All-Passed: False
Probabilty of failure: 0.01462602590431561
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 78
Running with params: {'batchsize': 64, 'epoch': 4, 'learning_rate': 6.927262893718808e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_4_6.927262893718808e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.651999999999997, Max: 37.51, Min: 19.51
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0608604238995523
Exceeding current best timeout: 21.651999999999997 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 79
Running with params: {'batchsize': 64, 'epoch': 3, 'learning_rate': 0.0020670311901122753}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_3_0.0020670311901122753
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.223000000000003, Max: 29.03, Min: 19.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142248229637786
Exceeding current best timeout: 21.223000000000003 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 80
Running with params: {'batchsize': 64, 'epoch': 7, 'learning_rate': 0.000737248424869613}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_7_0.000737248424869613
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.425666666666668, Max: 34.26, Min: 19.389999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7612853205593223
Evaluating 30 values out of 30
Overall-timings: Avg: 21.425666666666668, Max: 34.26, Min: 19.389999999999997
Choosing distribution: cauchy
Probability of fail (non-zero): 0.028307657042785928
Exceeding max probability of failure: 0.028307657042785928
All-Passed: False
Probabilty of failure: 0.028307657042785928
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 81
Running with params: {'batchsize': 32, 'epoch': 2, 'learning_rate': 0.003081015260160603}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_2_0.003081015260160603
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.72633333333333, Max: 37.809999999999995, Min: 19.38
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0349315225596913
Exceeding current best timeout: 22.72633333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 82
Running with params: {'batchsize': 64, 'epoch': 3, 'learning_rate': 0.03688067083629315}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_3_0.03688067083629315
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.04533333333334, Max: 43.34, Min: 18.95
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.5622463808899307
Exceeding current best timeout: 23.04533333333334 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 83
Running with params: {'batchsize': 2, 'epoch': 5, 'learning_rate': 0.005443936464734477}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_5_0.005443936464734477
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 20.576999999999998, Max: 37.49, Min: 19.2
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 3.592627493246824
Exceeding current best timeout: 20.576999999999998 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 84
Running with params: {'batchsize': 64, 'epoch': 8, 'learning_rate': 0.014086298090980581}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_8_0.014086298090980581
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.907666666666668, Max: 28.880000000000003, Min: 19.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.977301777736984
Evaluating 30 values out of 30
Overall-timings: Avg: 20.907666666666668, Max: 28.880000000000003, Min: 19.21
Choosing distribution: pareto
Probability of fail (non-zero): 0.013588172807774468
Exceeding max probability of failure: 0.013588172807774468
All-Passed: False
Probabilty of failure: 0.013588172807774468
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 85
Running with params: {'batchsize': 32, 'epoch': 1, 'learning_rate': 0.001586646869003208}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_1_0.001586646869003208
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.029333333333337, Max: 37.98, Min: 19.020000000000003
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.687208585907561
Exceeding current best timeout: 22.029333333333337 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 86
Running with params: {'batchsize': 2, 'epoch': 2, 'learning_rate': 0.007264203800941729}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_2_0.007264203800941729
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.328333333333333, Max: 28.59, Min: 19.33
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.78058627868576
Exceeding current best timeout: 20.328333333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 87
Running with params: {'batchsize': 64, 'epoch': 3, 'learning_rate': 0.0004747662833465034}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_3_0.0004747662833465034
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.641000000000002, Max: 28.8, Min: 18.979999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7403740374037416
Evaluating 30 values out of 30
Overall-timings: Avg: 21.641000000000002, Max: 28.8, Min: 18.979999999999997
Choosing distribution: invweibull
Probability of fail (non-zero): 0.037483524431283555
Exceeding max probability of failure: 0.037483524431283555
All-Passed: False
Probabilty of failure: 0.037483524431283555
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 88
Running with params: {'batchsize': 8, 'epoch': 2, 'learning_rate': 0.14465496634477087}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_2_0.14465496634477087
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.956666666666663, Max: 37.080000000000005, Min: 19.06
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5940414466498583
Exceeding current best timeout: 20.956666666666663 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 89
Running with params: {'batchsize': 64, 'epoch': 6, 'learning_rate': 0.00027058226196260694}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_6_0.00027058226196260694
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.546, Max: 36.980000000000004, Min: 19.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9925579684312503
Evaluating 30 values out of 30
Overall-timings: Avg: 21.546, Max: 36.980000000000004, Min: 19.11
Choosing distribution: halfcauchy
Probability of fail (non-zero): 0.0649063807364435
Exceeding max probability of failure: 0.0649063807364435
All-Passed: False
Probabilty of failure: 0.0649063807364435
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 90
Running with params: {'batchsize': 128, 'epoch': 1, 'learning_rate': 0.0025076696280604024}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_1_0.0025076696280604024
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.113, Max: 43.75, Min: 18.96
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 18.02292028400028
Exceeding current best timeout: 23.113 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 91
Running with params: {'batchsize': 32, 'epoch': 4, 'learning_rate': 0.006385990260534761}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_32_4_0.006385990260534761
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 21.235000000000003, Max: 42.54, Min: 19.18
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.045554170386693
Exceeding current best timeout: 21.235000000000003 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 92
Running with params: {'batchsize': 16, 'epoch': 1, 'learning_rate': 0.001328279045567074}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_1_0.001328279045567074
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 20.59733333333333, Max: 36.53, Min: 18.54
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.0268421718061542
Exceeding current best timeout: 20.59733333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 93
Running with params: {'batchsize': 16, 'epoch': 13, 'learning_rate': 0.28845046517836126}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_16_13_0.28845046517836126
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.934333333333328, Max: 37.309999999999995, Min: 19.330000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3494668369627338
Exceeding current best timeout: 20.934333333333328 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 94
Running with params: {'batchsize': 2, 'epoch': 8, 'learning_rate': 0.1639558787068689}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_2_8_0.1639558787068689
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.91433333333333, Max: 28.36, Min: 19.39
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.241155196122219
Exceeding current best timeout: 20.91433333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 95
Running with params: {'batchsize': 64, 'epoch': 9, 'learning_rate': 0.1009778711849006}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_64_9_0.1009778711849006
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.067999999999994, Max: 37.379999999999995, Min: 19.27
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.600557052362586
Exceeding current best timeout: 23.067999999999994 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 96
Running with params: {'batchsize': 8, 'epoch': 16, 'learning_rate': 0.9482897267973542}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_8_16_0.9482897267973542
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.512, Max: 37.67, Min: 19.47
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0850463498834249
Exceeding current best timeout: 22.512 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 97
Running with params: {'batchsize': 256, 'epoch': 2, 'learning_rate': 0.0006390768345777272}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_2_0.0006390768345777272
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.87033333333333, Max: 37.47, Min: 19.27
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.558009859942994
Exceeding current best timeout: 21.87033333333333 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 98
Running with params: {'batchsize': 256, 'epoch': 5, 'learning_rate': 0.00015359512080023892}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_5_0.00015359512080023892
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Timings: Avg: 21.478333333333335, Max: 37.38, Min: 19.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1522237077179391
Exceeding current best timeout: 21.478333333333335 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 99
Running with params: {'batchsize': 256, 'epoch': 3, 'learning_rate': 1.1404138058321622e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_256_3_1.1404138058321622e-05
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.757, Max: 38.42, Min: 19.04
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.6939080182911879
Exceeding current best timeout: 23.757 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Optimization Iteration: 100
Running with params: {'batchsize': 128, 'epoch': 6, 'learning_rate': 0.01081847587993096}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597620153/assert_40130275_128_6_0.01081847587993096
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 21.729333333333336, Max: 37.470000000000006, Min: 19.080000000000002
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 2.600297166249982
Exceeding current best timeout: 21.729333333333336 > 13.839666666666664
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 13.839666666666664
Best-param: {'learning_rate': 0.007, 'epoch': 20, 'batchsize': 32}
Upto iteration 100: {'batchsize': 1, 'epoch': 8.0, 'learning_rate': 0.009115635868259786}
Breaking...
{'batchsize': 1, 'epoch': 8.0, 'learning_rate': 0.009115635868259786}
Best score: 13.839666666666664
Repeated params: 0
Trials: 101
Best param {'batchsize': 1, 'epoch': 8.0, 'learning_rate': 0.009115635868259786}
Reduction: 0.0%
Speedup: 1.0x
Optimizer time: 3173.2412559986115
