Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestPolyRanker
Testname: test_eval_fixed
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@100'], 0.1)
Original runtime: 10.09
>>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_1597825764/assert_12630493_0.007_4_16
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Timings: Avg: 10.112, Max: 10.28, Min: 9.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.112, Max: 10.28, Min: 9.88
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.112
Score: 10.112
Best-score: 10.112
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 10.112
Optimization Iteration: 1
Running with params: {'batchsize': 64, 'learning_rate': 0.07385618351289548, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.07385618351289548_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.002333333333334, Max: 8.18, Min: 7.68
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.346685804580339
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.9959999999999996, Max: 8.24, Min: 7.68
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.773225131293642
Evaluating 60 values out of 60
Overall-timings: Avg: 7.9959999999999996, Max: 8.24, Min: 7.68
Choosing distribution: beta
Probability of fail (non-zero): 0.012784724518795875
Exceeding max probability of failure: 0.012784724518795875
All-Passed: False
Probabilty of failure: 0.012784724518795875
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.112
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 32, 'learning_rate': 0.6415458707704402, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.6415458707704402_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.657666666666668, Max: 11.41, Min: 8.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8842260891234108
Evaluating 30 values out of 30
Overall-timings: Avg: 8.657666666666668, Max: 11.41, Min: 8.42
Choosing distribution: t
Probability of fail (non-zero): 0.07110499454035493
Exceeding max probability of failure: 0.07110499454035493
All-Passed: False
Probabilty of failure: 0.07110499454035493
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.112
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 3
Running with params: {'batchsize': 16, 'learning_rate': 0.00025551629835985924, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.00025551629835985924_4
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Timings: Avg: 10.127333333333333, Max: 10.53, Min: 9.879999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7418077642914302
Continuing to next batch...
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Timings: Avg: 10.112833333333334, Max: 10.53, Min: 9.879999999999999
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.2139925830964329
Continuing to next batch...
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Timings: Avg: 10.121222222222222, Max: 10.53, Min: 9.879999999999999
Passed tests : 90
Failed tests : 0
Converged: False
Convergence score: 1.0049756068951243
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.116833333333334, Max: 10.53, Min: 9.879999999999999
Passed tests : 120
Failed tests : 0
Converged: True
Convergence score: 0.4897239138281549
Evaluating 120 values out of 120
Overall-timings: Avg: 10.116833333333334, Max: 10.53, Min: 9.879999999999999
Choosing distribution: dweibull
Probability of fail (non-zero): 0.0014175908013732456
All-Passed: True
Probabilty of failure: 0.0014175908013732456
Runtime: 10.116833333333334
Score: 10.116833333333334
Best-score: 10.112
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.011273590316572237_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.717666666666667, Max: 7.8500000000000005, Min: 7.529999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.717666666666667, Max: 7.8500000000000005, Min: 7.529999999999999
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.717666666666667
Score: 7.717666666666667
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 5
Running with params: {'batchsize': 32, 'learning_rate': 0.00016293904855295665, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.00016293904855295665_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3153333333333332, Max: 3.39, Min: 3.16
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: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 6
Running with params: {'batchsize': 8, 'learning_rate': 0.6750496209799819, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.6750496209799819_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.355000000000002, Max: 12.59, Min: 12.15
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 5.7664467739628495
Exceeding current best timeout: 12.355000000000002 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 7
Running with params: {'batchsize': 8, 'learning_rate': 1.5693630313174898e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_1.5693630313174898e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.335666666666665, Max: 12.58, Min: 12.03
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.716091550175013
Exceeding current best timeout: 12.335666666666665 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 8
Running with params: {'batchsize': 64, 'learning_rate': 0.0006250580398113672, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.0006250580398113672_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.384666666666666, Max: 12.71, Min: 12.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3566022273731104
Exceeding current best timeout: 12.384666666666666 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 9
Running with params: {'batchsize': 64, 'learning_rate': 0.3568689537904195, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.3568689537904195_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.338, Max: 12.51, Min: 12.14
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2402888903121925
Exceeding current best timeout: 12.338 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 10
Running with params: {'batchsize': 8, 'learning_rate': 0.0008256806827857884, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.0008256806827857884_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.404666666666666, Max: 12.78, Min: 12.17
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.2256536189204317
Exceeding current best timeout: 12.404666666666666 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 11
Running with params: {'batchsize': 32, 'learning_rate': 0.0028929813063123815, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0028929813063123815_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.435666666666664, Max: 13.15, Min: 12.17
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8622960689288033
Exceeding current best timeout: 12.435666666666664 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 8, 'learning_rate': 0.008286827848326092, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.008286827848326092_1
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Timings: Avg: 12.559333333333335, Max: 17.560000000000002, Min: 12.040000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4938645796444578
Exceeding current best timeout: 12.559333333333335 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 32, 'learning_rate': 0.0005876731555724211, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0005876731555724211_4
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Timings: Avg: 12.336333333333334, Max: 12.620000000000001, Min: 12.05
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.372772948348255
Exceeding current best timeout: 12.336333333333334 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 0.19546089586167853, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.19546089586167853_3
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 15
Running with params: {'batchsize': 128, 'learning_rate': 9.829862874619453e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_9.829862874619453e-05_3
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 16
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 17
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 18
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_1.1727034938929037e-05_None
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Exceeding current best timeout: 12.373333333333331 > 7.717666666666667
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 19
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.11361827513789653_3
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_32_0.03843422248301379_None
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Passed tests : 30
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Converged: False
Convergence score: 1.0420062530480774
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 21
Running with params: {'batchsize': 16, 'learning_rate': 0.014322746769655928, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.014322746769655928_4
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Passed tests : 30
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Convergence score: 2.7737411528518283
Exceeding current best timeout: 12.384333333333332 > 7.717666666666667
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 22
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_5.243042703238548e-05_4
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Convergence score: 1.6763889218865917
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 23
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.001988261916648452_4
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Timings: Avg: 12.324, Max: 12.65, Min: 12.11
Passed tests : 30
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Converged: False
Convergence score: 1.2626203571940098
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 24
Running with params: {'batchsize': 16, 'learning_rate': 0.012000371333791157, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.012000371333791157_1
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Passed tests : 30
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Convergence score: 1.8133389693542525
Exceeding current best timeout: 12.388333333333334 > 7.717666666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_128_0.00018344555516075487_1
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Convergence score: 2.6462479326196107
Exceeding current best timeout: 12.352666666666664 > 7.717666666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_2_3.227696692604791e-05_4
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Convergence score: 3.492020044252581
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_16_0.00031947244388440813_4
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Timings: Avg: 12.370000000000003, Max: 12.75, Min: 12.09
Passed tests : 30
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Convergence score: 1.3809667275000774
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 128, 'learning_rate': 0.026193713029215523, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.026193713029215523_1
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Timings: Avg: 12.399000000000001, Max: 12.860000000000001, Min: 12.120000000000001
Passed tests : 30
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Converged: False
Convergence score: 2.874482277818564
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_16_0.0014072801400660338_1
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Timings: Avg: 12.262333333333334, Max: 12.53, Min: 11.850000000000001
Passed tests : 30
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Converged: False
Convergence score: 3.58599040951386
Exceeding current best timeout: 12.262333333333334 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 2, 'learning_rate': 0.00698224931394374, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_0.00698224931394374_4
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Timings: Avg: 12.386000000000003, Max: 12.850000000000001, Min: 12.04
Passed tests : 30
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Converged: False
Convergence score: 1.681831223181934
Exceeding current best timeout: 12.386000000000003 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_32_0.006101116211139894_1
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Timings: Avg: 12.326666666666664, Max: 12.75, Min: 12.03
Passed tests : 30
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Converged: False
Convergence score: 1.1808420802934838
Exceeding current best timeout: 12.326666666666664 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 32
Running with params: {'batchsize': 16, 'learning_rate': 0.00031721176282173674, 'num_epochs': 4}
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
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_1597825764/assert_12630493_2_2.869926074106711e-05_2
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 36
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_8.875975014844582e-05_1
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Optimization Iteration: 37
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Optimization Iteration: 38
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Convergence score: 2.194127501545571
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 39
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.004899701493776974_2
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 40
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 41
Running with params: {'batchsize': 32, 'learning_rate': 0.0009020847490542538, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0009020847490542538_4
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 42
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.000488265931648175_1
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Convergence score: 2.804515077453081
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 43
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.002942992052919595_3
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Convergence score: 4.35458697762081
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 44
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.00018277540724730336_2
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Timings: Avg: 12.543666666666669, Max: 12.81, Min: 12.16
Passed tests : 30
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Converged: True
Convergence score: 0.877670597010003
Evaluating 30 values out of 30
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Choosing distribution: gamma
Probability of fail : 0.0
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 45
Running with params: {'batchsize': 32, 'learning_rate': 0.038741486861736105, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.038741486861736105_4
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Timings: Avg: 12.29733333333333, Max: 12.600000000000001, Min: 11.89
Passed tests : 30
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Convergence score: 5.59042290423544
Exceeding current best timeout: 12.29733333333333 > 7.717666666666667
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 46
Running with params: {'batchsize': 128, 'learning_rate': 8.984869799756757e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_8.984869799756757e-05_None
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Timings: Avg: 12.405999999999999, Max: 12.71, Min: 12.16
Passed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 47
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_0.000333078698798793_1
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Timings: Avg: 12.367, Max: 12.63, Min: 12.08
Passed tests : 30
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Convergence score: 1.5340427741574147
Exceeding current best timeout: 12.367 > 7.717666666666667
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 48
Running with params: {'batchsize': 64, 'learning_rate': 1.8748433390348017e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_1.8748433390348017e-05_3
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Timings: Avg: 12.396999999999998, Max: 12.55, Min: 12.09
Passed tests : 30
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Convergence score: 2.067872904082974
Exceeding current best timeout: 12.396999999999998 > 7.717666666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 49
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0010644671313326023_2
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 50
Running with params: {'batchsize': 16, 'learning_rate': 0.6309239013101504, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.6309239013101504_4
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Passed tests : 30
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Convergence score: 0.9833210199143441
Evaluating 30 values out of 30
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Choosing distribution: beta
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Upto iteration 50: {'batchsize': 3, 'learning_rate': 0.011273590316572237, 'num_epochs': 0}
Optimization Iteration: 51
Running with params: {'batchsize': 8, 'learning_rate': 0.012145836692352627, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.012145836692352627_None
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Convergence score: 1.2954784734882367
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 52
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Passed tests : 30
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Convergence score: 1.885908334544767
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 53
Running with params: {'batchsize': 32, 'learning_rate': 0.00225778985532973, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.00225778985532973_3
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Passed tests : 30
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Convergence score: 1.6135385379189857
Exceeding current best timeout: 12.299 > 7.717666666666667
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 54
Running with params: {'batchsize': 64, 'learning_rate': 0.14142128982420146, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.14142128982420146_4
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Passed tests : 30
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Convergence score: 2.5539871210544938
Exceeding current best timeout: 12.401 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 55
Running with params: {'batchsize': 128, 'learning_rate': 0.004321285984614525, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.004321285984614525_1
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Passed tests : 30
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Convergence score: 3.0329861481919727
Exceeding current best timeout: 12.382000000000001 > 7.717666666666667
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 56
Running with params: {'batchsize': 2, 'learning_rate': 5.3420898088893814e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_5.3420898088893814e-05_None
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Passed tests : 30
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Convergence score: 2.1169318452979926
Exceeding current best timeout: 12.358 > 7.717666666666667
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 57
Running with params: {'batchsize': 16, 'learning_rate': 0.0005870956704666604, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.0005870956704666604_4
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Timings: Avg: 12.362, Max: 12.649999999999999, Min: 12.14
Passed tests : 30
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Converged: False
Convergence score: 2.225130613434536
Exceeding current best timeout: 12.362 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 58
Running with params: {'batchsize': 32, 'learning_rate': 0.018737851914408528, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.018737851914408528_2
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Timings: Avg: 12.554666666666664, Max: 17.27, Min: 12.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7050609092940097
Exceeding current best timeout: 12.554666666666664 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 59
Running with params: {'batchsize': 16, 'learning_rate': 0.00013712515871664062, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.00013712515871664062_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.331666666666669, Max: 12.49, Min: 12.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.901245316762841
Exceeding current best timeout: 12.331666666666669 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 60
Running with params: {'batchsize': 64, 'learning_rate': 5.2050441858631984e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_5.2050441858631984e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.416, Max: 12.62, Min: 12.13
Passed tests : 30
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Converged: False
Convergence score: 1.4295028019803129
Exceeding current best timeout: 12.416 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 61
Running with params: {'batchsize': 32, 'learning_rate': 1.0221558176371449e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_1.0221558176371449e-05_3
Launching 30 jobs, 30 in parallel
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1040029603221562
Exceeding current best timeout: 12.343666666666666 > 7.717666666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 62
Running with params: {'batchsize': 8, 'learning_rate': 0.05917029711343497, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.05917029711343497_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.339333333333336, Max: 12.600000000000001, Min: 12.12
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9034471397102612
Exceeding current best timeout: 12.339333333333336 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 63
Running with params: {'batchsize': 128, 'learning_rate': 0.009616523279237513, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.009616523279237513_4
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Timings: Avg: 12.336666666666668, Max: 12.52, Min: 12.18
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5597649727915204
Exceeding current best timeout: 12.336666666666668 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 64
Running with params: {'batchsize': 2, 'learning_rate': 0.03228290456213277, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_0.03228290456213277_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.331333333333331, Max: 12.64, Min: 12.01
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1616516401633588
Exceeding current best timeout: 12.331333333333331 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 65
Running with params: {'batchsize': 16, 'learning_rate': 0.0014885259379317703, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.0014885259379317703_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.365666666666666, Max: 12.930000000000001, Min: 12.04
Passed tests : 30
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Converged: False
Convergence score: 1.8970235555735029
Exceeding current best timeout: 12.365666666666666 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 66
Running with params: {'batchsize': 16, 'learning_rate': 0.47965841530746745, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.47965841530746745_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.363333333333335, Max: 12.600000000000001, Min: 11.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9428642532491713
Evaluating 30 values out of 30
Overall-timings: Avg: 12.363333333333335, Max: 12.600000000000001, Min: 11.98
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.363333333333335
Score: 12.363333333333335
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 67
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Optimization Iteration: 68
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Optimization Iteration: 69
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 70
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Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 71
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Optimization Iteration: 72
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 73
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0001342533180748381_4
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Convergence score: 1.8566718755916318
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 74
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.0036546222551104637_2
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Convergence score: 2.569457661853243
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 75
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0002438821557061399_4
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Convergence score: 1.3865601116216204
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 76
Running with params: {'batchsize': 128, 'learning_rate': 3.336140720473927e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_3.336140720473927e-05_1
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 77
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_1.4112669277474182e-05_3
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 78
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.08476984825618424_4
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 79
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_0.3751401241785737_None
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 80
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.018039192167415646_1
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Passed tests : 30
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Convergence score: 4.1358873244238
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 81
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0020015384103359004_2
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Convergence score: 3.850703033389012
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 82
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.008845030041018115_4
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Timings: Avg: 12.325333333333333, Max: 12.58, Min: 12.01
Passed tests : 30
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Convergence score: 1.5863581745824349
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 83
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_6.948877428119528e-05_1
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Timings: Avg: 12.334000000000001, Max: 12.61, Min: 12.16
Passed tests : 30
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Convergence score: 1.4373945977709737
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 84
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 85
Running with params: {'batchsize': 8, 'learning_rate': 0.0002529370249035887, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.0002529370249035887_4
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 86
Running with params: {'batchsize': 128, 'learning_rate': 0.006229930145835996, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.006229930145835996_None
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Passed tests : 30
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Converged: False
Convergence score: 2.0609198178026444
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 87
Running with params: {'batchsize': 64, 'learning_rate': 0.6679775384699471, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.6679775384699471_1
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Passed tests : 30
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Converged: False
Convergence score: 1.4280828954353155
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 88
Running with params: {'batchsize': 2, 'learning_rate': 0.001178295523376058, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_2_0.001178295523376058_4
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Passed tests : 30
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Converged: False
Convergence score: 2.123681301823539
Exceeding current best timeout: 12.393333333333334 > 7.717666666666667
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 89
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.02607252239831232_2
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.269986214586637
Exceeding current best timeout: 12.706666666666665 > 7.717666666666667
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 90
Running with params: {'batchsize': 32, 'learning_rate': 0.0024287692733885786, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_0.0024287692733885786_4
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Timings: Avg: 12.566333333333336, Max: 17.17, Min: 12.129999999999999
Passed tests : 30
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Converged: False
Convergence score: 2.452685425476461
Exceeding current best timeout: 12.566333333333336 > 7.717666666666667
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 91
Running with params: {'batchsize': 16, 'learning_rate': 0.055574780473089475, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_16_0.055574780473089475_1
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Passed tests : 30
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Converged: False
Convergence score: 2.697865059938621
Exceeding current best timeout: 12.350999999999999 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 92
Running with params: {'batchsize': 32, 'learning_rate': 2.2108300947302397e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_32_2.2108300947302397e-05_3
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Timings: Avg: 12.456333333333333, Max: 12.700000000000001, Min: 12.25
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6897322723968007
Exceeding current best timeout: 12.456333333333333 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 8, 'learning_rate': 0.25837006982572835, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_8_0.25837006982572835_4
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Timings: Avg: 12.476333333333333, Max: 12.92, Min: 12.2
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.0126282408569844
Exceeding current best timeout: 12.476333333333333 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 94
Running with params: {'batchsize': 64, 'learning_rate': 0.004892373607969468, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_64_0.004892373607969468_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.406666666666666, Max: 12.66, Min: 12.120000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.780211849431332
Exceeding current best timeout: 12.406666666666666 > 7.717666666666667
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 95
Running with params: {'batchsize': 128, 'learning_rate': 0.11359896919931893, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.11359896919931893_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.329333333333333, Max: 12.73, Min: 12.030000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7330936560774189
Evaluating 30 values out of 30
Overall-timings: Avg: 12.329333333333333, Max: 12.73, Min: 12.030000000000001
Choosing distribution: invweibull
Probability of fail (non-zero): 2.126886993099304e-10
All-Passed: True
Probabilty of failure: 2.126886993099304e-10
Runtime: 12.329333333333333
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Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 96
Running with params: {'batchsize': 128, 'learning_rate': 0.11447490828752273, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.11447490828752273_1
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Timings: Avg: 12.373333333333333, Max: 12.82, Min: 12.02
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.167690950119461
Exceeding current best timeout: 12.373333333333333 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 128, 'learning_rate': 0.012511536057500832, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.012511536057500832_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.355666666666668, Max: 12.65, Min: 12.120000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2238907172754112
Exceeding current best timeout: 12.355666666666668 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 98
Running with params: {'batchsize': 128, 'learning_rate': 0.19702340856624923, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.19702340856624923_1
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Timings: Avg: 12.469333333333331, Max: 12.83, Min: 12.21
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.299011525268884
Exceeding current best timeout: 12.469333333333331 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 99
Running with params: {'batchsize': 128, 'learning_rate': 0.0017186885278738836, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.0017186885278738836_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.360666666666665, Max: 12.55, Min: 12.08
Passed tests : 30
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Converged: False
Convergence score: 1.6543691434202767
Exceeding current best timeout: 12.360666666666665 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Optimization Iteration: 100
Running with params: {'batchsize': 128, 'learning_rate': 0.024882935269289537, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597825764/assert_12630493_128_0.024882935269289537_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.354333333333333, Max: 12.7, Min: 12.14
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.226071358156852
Exceeding current best timeout: 12.354333333333333 > 7.717666666666667
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.717666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.011273590316572237, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 3, 'learning_rate': 0.011273590316572237, 'num_epochs': 0}
Breaking...
{'batchsize': 3, 'learning_rate': 0.011273590316572237, 'num_epochs': 0}
Best score: 7.717666666666667
Repeated params: 0
Trials: 101
Best param {'batchsize': 3, 'learning_rate': 0.011273590316572237, 'num_epochs': 0}
Reduction: 23.678138185654007%
Speedup: 1.3102405735757785x
Optimizer time: 1354.7780542373657
