Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
Testname: test_train_inline
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertGreaterEqual(valid['hits@1'], threshold)
Original runtime: 6.798
>>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_1597813469/assert_31005583_0.007_4_16
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Timings: Avg: 5.041, Max: 7.069999999999999, Min: 4.640000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.435389814205794
Continuing to next batch...
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Timings: Avg: 5.167333333333334, Max: 7.79, Min: 4.62
Passed tests : 59
Failed tests : 1
Converged: True
Convergence score: 0.6879629344199406
Evaluating 60 values out of 60
Overall-timings: Avg: 5.167333333333334, Max: 7.79, Min: 4.62
Choosing distribution: laplace
Probability of fail (non-zero): 0.13101638400700596
Exceeding max probability of failure: 0.13101638400700596
All-Passed: False
Probabilty of failure: 0.13101638400700596
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.13101638400700596
>>Setting original runtime to 5.167333333333334
Optimization Iteration: 1
Running with params: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.06548215791411556_1
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Timings: Avg: 3.675666666666667, Max: 3.74, Min: 3.54
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.902299899141948
Continuing to next batch...
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Timings: Avg: 3.6988333333333334, Max: 3.79, Min: 3.54
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.9186283957568033
Evaluating 60 values out of 60
Overall-timings: Avg: 3.6988333333333334, Max: 3.79, Min: 3.54
Choosing distribution: beta
Probability of fail (non-zero): 4.958434126892661e-08
All-Passed: True
Probabilty of failure: 4.958434126892661e-08
Runtime: 3.6988333333333334
Score: 3.6988333333333334
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 2
Running with params: {'batchsize': 2, 'learning_rate': 0.00016587343371294346, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.00016587343371294346_1
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Timings: Avg: 6.790333333333334, Max: 6.92, Min: 6.6
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: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 3
Running with params: {'batchsize': 2, 'learning_rate': 0.6650875516715559, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.6650875516715559_2
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Timings: Avg: 4.79, Max: 4.88, Min: 4.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.77769622714135
Exceeding current best timeout: 4.79 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 4
Running with params: {'batchsize': 128, 'learning_rate': 0.00415601690521898, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.00415601690521898_1
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Timings: Avg: 4.823666666666667, Max: 4.890000000000001, Min: 4.74
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2298739480359642
Exceeding current best timeout: 4.823666666666667 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 5
Running with params: {'batchsize': 128, 'learning_rate': 0.25192895513326397, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.25192895513326397_4
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Timings: Avg: 4.820333333333333, Max: 4.9, Min: 4.73
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7948953965443517
Exceeding current best timeout: 4.820333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 6
Running with params: {'batchsize': 8, 'learning_rate': 2.5170686484971693e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_2.5170686484971693e-05_3
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Timings: Avg: 4.796333333333334, Max: 5.0200000000000005, Min: 4.7
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0644546067352803
Exceeding current best timeout: 4.796333333333334 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 7
Running with params: {'batchsize': 32, 'learning_rate': 0.08955798715834902, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.08955798715834902_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.787333333333333, Max: 4.92, Min: 4.65
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5714285714285792
Exceeding current best timeout: 4.787333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 8
Running with params: {'batchsize': 2, 'learning_rate': 3.304539873049756e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_3.304539873049756e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.790333333333333, Max: 4.89, Min: 4.680000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1100175148665223
Exceeding current best timeout: 4.790333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 9
Running with params: {'batchsize': 16, 'learning_rate': 0.00019068254219973982, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.00019068254219973982_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.805333333333333, Max: 4.91, Min: 4.61
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5481405396264223
Exceeding current best timeout: 4.805333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 10
Running with params: {'batchsize': 64, 'learning_rate': 3.671109168267556e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_3.671109168267556e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.800000000000001, Max: 4.859999999999999, Min: 4.73
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.3320024215505506
Exceeding current best timeout: 4.800000000000001 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 11
Running with params: {'batchsize': 16, 'learning_rate': 0.004207268191842685, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.004207268191842685_1
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Timings: Avg: 4.8, Max: 4.87, Min: 4.720000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.501098462845931
Exceeding current best timeout: 4.8 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 64, 'learning_rate': 0.5360609603610089, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.5360609603610089_3
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Timings: Avg: 4.8149999999999995, Max: 4.88, Min: 4.7
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.691563223356979
Exceeding current best timeout: 4.8149999999999995 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 64, 'learning_rate': 0.5340496605723087, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.5340496605723087_3
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Timings: Avg: 4.780666666666667, Max: 4.909999999999999, Min: 4.57
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6770509831248424
Exceeding current best timeout: 4.780666666666667 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 128, 'learning_rate': 0.2840834183682786, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.2840834183682786_1
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Timings: Avg: 4.797, Max: 5.03, Min: 4.71
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.820306444407577
Exceeding current best timeout: 4.797 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 15
Running with params: {'batchsize': 64, 'learning_rate': 0.00010441480131020919, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.00010441480131020919_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.792666666666666, Max: 4.88, Min: 4.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9877295966495913
Evaluating 30 values out of 30
Overall-timings: Avg: 4.792666666666666, Max: 4.88, Min: 4.61
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.792666666666666
Score: 4.792666666666666
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 16
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.12308960361155973_4
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 17
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.00017626255979466006_4
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Exceeding current best timeout: 4.806333333333334 > 3.6988333333333334
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_2_0.017836473632176872_None
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Exceeding current best timeout: 4.805333333333334 > 3.6988333333333334
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 19
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Exceeding current best timeout: 4.804333333333334 > 3.6988333333333334
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_64_0.0756654624825979_4
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 21
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.0005680064144152286_2
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Convergence score: 1.4269353798659736
Exceeding current best timeout: 4.794666666666667 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_8_0.020678397150016126_2
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Convergence score: 2.1929639552648603
Exceeding current best timeout: 4.809333333333333 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 23
Running with params: {'batchsize': 16, 'learning_rate': 0.0009589831278659878, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.0009589831278659878_2
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Convergence score: 1.8856180831641216
Exceeding current best timeout: 4.813 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 24
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.030136551340074067_2
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Convergence score: 1.6736501941492106
Exceeding current best timeout: 4.824333333333334 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 25
Running with params: {'batchsize': 16, 'learning_rate': 0.0012086360058192734, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.0012086360058192734_2
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Convergence score: 3.666314288916905
Exceeding current best timeout: 4.790666666666667 > 3.6988333333333334
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 26
Running with params: {'batchsize': 16, 'learning_rate': 1.0674775481448872e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_1.0674775481448872e-05_1
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Convergence score: 1.9068062891754118
Exceeding current best timeout: 4.796 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 27
Running with params: {'batchsize': 64, 'learning_rate': 0.009912660593165196, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.009912660593165196_2
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Convergence score: 1.8832504146693692
Exceeding current best timeout: 4.797666666666667 > 3.6988333333333334
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 8, 'learning_rate': 7.508751803563401e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_7.508751803563401e-05_1
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Passed tests : 30
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Convergence score: 1.6977493752543387
Exceeding current best timeout: 4.820000000000001 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 29
Running with params: {'batchsize': 64, 'learning_rate': 0.00039878655541063235, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.00039878655541063235_2
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Timings: Avg: 4.818999999999999, Max: 4.97, Min: 4.739999999999999
Passed tests : 30
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Converged: False
Convergence score: 2.2460579065115316
Exceeding current best timeout: 4.818999999999999 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 16, 'learning_rate': 0.0017261592832946765, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.0017261592832946765_3
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Timings: Avg: 4.817000000000001, Max: 4.890000000000001, Min: 4.69
Passed tests : 30
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Converged: False
Convergence score: 1.6791403143042989
Exceeding current best timeout: 4.817000000000001 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 31
Running with params: {'batchsize': 8, 'learning_rate': 1.2628768689444213e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_1.2628768689444213e-05_None
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Timings: Avg: 4.791333333333333, Max: 4.9, Min: 4.65
Passed tests : 30
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Convergence score: 1.0542952440082698
Exceeding current best timeout: 4.791333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 32
Running with params: {'batchsize': 128, 'learning_rate': 0.048318913578181626, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.048318913578181626_1
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Timings: Avg: 4.811333333333334, Max: 4.9, Min: 4.72
Passed tests : 30
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Converged: False
Convergence score: 1.6329931618554479
Exceeding current best timeout: 4.811333333333334 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 33
Running with params: {'batchsize': 32, 'learning_rate': 9.686295664305946e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_9.686295664305946e-05_2
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 34
Running with params: {'batchsize': 16, 'learning_rate': 0.009001483430719909, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.009001483430719909_1
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Convergence score: 1.7103256050277988
Exceeding current best timeout: 4.782333333333333 > 3.6988333333333334
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 35
Running with params: {'batchsize': 128, 'learning_rate': 0.9287636910236485, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.9287636910236485_2
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Convergence score: 2.3046638387921345
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 36
Running with params: {'batchsize': 64, 'learning_rate': 0.002161266491920497, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.002161266491920497_3
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Convergence score: 4.345991308026076
Exceeding current best timeout: 4.817666666666668 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 37
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.21242053462869417_1
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Convergence score: 1.3576470730321957
Exceeding current best timeout: 4.810333333333333 > 3.6988333333333334
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 38
Running with params: {'batchsize': 16, 'learning_rate': 0.00042122547558243824, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.00042122547558243824_None
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Convergence score: 1.1547005383792517
Exceeding current best timeout: 4.818666666666668 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 39
Running with params: {'batchsize': 64, 'learning_rate': 6.0949408162299046e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_6.0949408162299046e-05_1
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Convergence score: 1.8284855907994586
Exceeding current best timeout: 4.785666666666667 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 40
Running with params: {'batchsize': 8, 'learning_rate': 2.2258760099831024e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_2.2258760099831024e-05_4
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Converged: False
Convergence score: 1.20185042515467
Exceeding current best timeout: 4.7909999999999995 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 41
Running with params: {'batchsize': 32, 'learning_rate': 0.008715515586184362, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.008715515586184362_2
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Timings: Avg: 4.797, Max: 4.99, Min: 4.6899999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9227054732839837
Evaluating 30 values out of 30
Overall-timings: Avg: 4.797, Max: 4.99, Min: 4.6899999999999995
Choosing distribution: gumbel_l
Probability of fail (non-zero): 1.2228129948273323e-13
All-Passed: True
Probabilty of failure: 1.2228129948273323e-13
Runtime: 4.797
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 42
Running with params: {'batchsize': 128, 'learning_rate': 0.00027586965598245747, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.00027586965598245747_3
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Timings: Avg: 4.784999999999999, Max: 4.88, Min: 4.55
Passed tests : 30
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Converged: False
Convergence score: 1.6208864017174953
Exceeding current best timeout: 4.784999999999999 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_2_0.07030090750308417_1
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Passed tests : 30
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Converged: False
Convergence score: 1.3242443839434508
Exceeding current best timeout: 4.8196666666666665 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 44
Running with params: {'batchsize': 64, 'learning_rate': 0.1844612001791748, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.1844612001791748_1
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Timings: Avg: 4.781666666666666, Max: 4.88, Min: 4.57
Passed tests : 30
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Converged: False
Convergence score: 1.4241379898326174
Exceeding current best timeout: 4.781666666666666 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 45
Running with params: {'batchsize': 16, 'learning_rate': 0.3381874342313199, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.3381874342313199_None
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Timings: Avg: 4.793333333333333, Max: 4.87, Min: 4.55
Passed tests : 30
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Converged: False
Convergence score: 1.0786387432600193
Exceeding current best timeout: 4.793333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 46
Running with params: {'batchsize': 64, 'learning_rate': 0.0036047765768313232, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.0036047765768313232_4
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Timings: Avg: 4.794333333333335, Max: 4.87, Min: 4.64
Passed tests : 30
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Converged: False
Convergence score: 1.1917080461366738
Exceeding current best timeout: 4.794333333333335 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 47
Running with params: {'batchsize': 16, 'learning_rate': 0.036677327482338325, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.036677327482338325_3
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Timings: Avg: 4.798, Max: 4.909999999999999, Min: 4.68
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.3833795176830597
Exceeding current best timeout: 4.798 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 48
Running with params: {'batchsize': 32, 'learning_rate': 0.00010801358868204535, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.00010801358868204535_2
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Timings: Avg: 4.818333333333333, Max: 4.9, Min: 4.75
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.472166487689926
Exceeding current best timeout: 4.818333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 49
Running with params: {'batchsize': 2, 'learning_rate': 0.0007785817145001137, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.0007785817145001137_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.804333333333334, Max: 4.86, Min: 4.74
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4728544482513013
Exceeding current best timeout: 4.804333333333334 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 50
Running with params: {'batchsize': 128, 'learning_rate': 2.2795202875844163e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_2.2795202875844163e-05_4
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Timings: Avg: 4.805000000000001, Max: 4.89, Min: 4.720000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0225995873897262
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 60
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.013984467802415053_1
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.026879124160327644_2
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_4.707266779767732e-05_3
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_1.5603815279591067e-05_4
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 64
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 65
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 66
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 67
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_128_0.05024578432013685_1
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Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_64_0.011260924401858195_3
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_16_0.0003451363910152861_1
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_32_0.0026974776397869415_4
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_2_0.248621844397129_2
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_64_0.0013881851320474462_None
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Exceeding current best timeout: 4.793666666666667 > 3.6988333333333334
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_8_0.03710599051447358_1
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Timings: Avg: 4.8, Max: 4.8500000000000005, Min: 4.710000000000001
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Convergence score: 2.345207879911715
Exceeding current best timeout: 4.8 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, '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_1597813469/assert_31005583_16_0.020620640908038276_2
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Exceeding current best timeout: 4.802666666666666 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 84
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_0.17430924954846438_3
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Timings: Avg: 4.792666666666666, Max: 4.85, Min: 4.67
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Convergence score: 1.8733378157783116
Exceeding current best timeout: 4.792666666666666 > 3.6988333333333334
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 85
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Failed tests : 0
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Convergence score: 1.7391639824998326
Exceeding current best timeout: 4.803333333333333 > 3.6988333333333334
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Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 86
Running with params: {'batchsize': 16, 'learning_rate': 0.08520000558088779, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.08520000558088779_2
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Convergence score: 3.061862178478973
Exceeding current best timeout: 4.815333333333332 > 3.6988333333333334
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 87
Running with params: {'batchsize': 32, 'learning_rate': 0.06442903066457237, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.06442903066457237_4
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Converged: False
Convergence score: 2.2222364964712353
Exceeding current best timeout: 4.794666666666667 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 88
Running with params: {'batchsize': 2, 'learning_rate': 0.0077099648196316305, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_0.0077099648196316305_None
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Passed tests : 30
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Convergence score: 3.0010962909191012
Exceeding current best timeout: 4.797333333333333 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 89
Running with params: {'batchsize': 64, 'learning_rate': 0.004300175445019579, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.004300175445019579_1
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Passed tests : 30
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Converged: False
Convergence score: 1.488650530517505
Exceeding current best timeout: 4.808666666666667 > 3.6988333333333334
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 90
Running with params: {'batchsize': 16, 'learning_rate': 0.7483294742424345, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.7483294742424345_2
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.369306393762917
Exceeding current best timeout: 4.803333333333334 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 91
Running with params: {'batchsize': 8, 'learning_rate': 0.0009769021046385333, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_0.0009769021046385333_3
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Timings: Avg: 4.785333333333333, Max: 5.0, Min: 4.61
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6269784336399233
Exceeding current best timeout: 4.785333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 92
Running with params: {'batchsize': 128, 'learning_rate': 7.413495772548792e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_128_7.413495772548792e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.800333333333333, Max: 4.86, Min: 4.6899999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8945093352064537
Evaluating 30 values out of 30
Overall-timings: Avg: 4.800333333333333, Max: 4.86, Min: 4.6899999999999995
Choosing distribution: t
Probability of fail (non-zero): 1.9381459955562036e-07
All-Passed: True
Probabilty of failure: 1.9381459955562036e-07
Runtime: 4.800333333333333
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Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 32, 'learning_rate': 0.00025136131168000865, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_0.00025136131168000865_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.785, Max: 4.970000000000001, Min: 4.710000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6181818181818224
Exceeding current best timeout: 4.785 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 94
Running with params: {'batchsize': 64, 'learning_rate': 0.0019846327989997536, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.0019846327989997536_4
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Timings: Avg: 4.807333333333333, Max: 4.880000000000001, Min: 4.71
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5205262246998548
Exceeding current best timeout: 4.807333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 95
Running with params: {'batchsize': 16, 'learning_rate': 0.03605403765204052, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.03605403765204052_2
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9445436482630076
Exceeding current best timeout: 4.824 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 96
Running with params: {'batchsize': 32, 'learning_rate': 4.5070625453598785e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_32_4.5070625453598785e-05_None
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.0084203305680965
Exceeding current best timeout: 4.798666666666667 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 64, 'learning_rate': 0.00017233553611313972, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_64_0.00017233553611313972_1
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Timings: Avg: 4.786333333333333, Max: 4.87, Min: 4.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.7286446079939544
Exceeding current best timeout: 4.786333333333333 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 98
Running with params: {'batchsize': 2, 'learning_rate': 1.669300779825162e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_2_1.669300779825162e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.823000000000001, Max: 4.880000000000001, Min: 4.73
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.412090756622121
Exceeding current best timeout: 4.823000000000001 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 99
Running with params: {'batchsize': 16, 'learning_rate': 0.019827230997351106, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_16_0.019827230997351106_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.799, Max: 4.92, Min: 4.659999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8512055557875547
Evaluating 30 values out of 30
Overall-timings: Avg: 4.799, Max: 4.92, Min: 4.659999999999999
Choosing distribution: laplace
Probability of fail (non-zero): 2.1459855757543412e-16
All-Passed: True
Probabilty of failure: 2.1459855757543412e-16
Runtime: 4.799
Score: 4.799
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Optimization Iteration: 100
Running with params: {'batchsize': 8, 'learning_rate': 0.003430154902373516, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597813469/assert_31005583_8_0.003430154902373516_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.804666666666666, Max: 4.95, Min: 4.61
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.378118095870599
Exceeding current best timeout: 4.804666666666666 > 3.6988333333333334
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.6988333333333334
Best-param: {'batchsize': 16, 'learning_rate': 0.06548215791411556, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 2, 'learning_rate': 0.06548215791411556, 'num_epochs': 0}
Breaking...
{'batchsize': 2, 'learning_rate': 0.06548215791411556, 'num_epochs': 0}
Best score: 3.6988333333333334
Repeated params: 0
Trials: 101
Best param {'batchsize': 2, 'learning_rate': 0.06548215791411556, 'num_epochs': 0}
Reduction: 28.41891368855632%
Speedup: 1.3970170774568558x
Optimizer time: 532.5255763530731
