Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestPolyRanker
Testname: test_train_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@1'], threshold)
Original runtime: 10.171000000000001
>>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_1597820503/assert_4070807_0.007_4_16
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Timings: Avg: 10.299000000000001, Max: 10.45, Min: 9.98
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6696241456222414
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Timings: Avg: 10.278, Max: 10.620000000000001, Min: 9.98
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.762773499137509
Evaluating 60 values out of 60
Overall-timings: Avg: 10.278, Max: 10.620000000000001, Min: 9.98
Choosing distribution: t
Probability of fail (non-zero): 4.848324655617351e-09
All-Passed: True
Probabilty of failure: 4.848324655617351e-09
Runtime: 10.278
Score: 10.278
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 10.278
Optimization Iteration: 1
Running with params: {'batchsize': 32, 'learning_rate': 0.01034525571703469, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.01034525571703469_1
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Timings: Avg: 6.956666666666666, Max: 9.5, Min: 4.86
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.2955363305968275
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Timings: Avg: 6.701333333333333, Max: 9.51, Min: 4.859999999999999
Passed tests : 47
Failed tests : 13
Converged: False
Convergence score: 1.2792113895031325
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Timings: Avg: 6.926555555555556, Max: 9.68, Min: 4.859999999999999
Passed tests : 72
Failed tests : 18
Converged: True
Convergence score: 0.5598904387387419
Evaluating 90 values out of 90
Overall-timings: Avg: 6.926555555555556, Max: 9.68, Min: 4.859999999999999
Choosing distribution: beta
Probability of fail (non-zero): 0.6289301912649286
Exceeding max probability of failure: 0.6289301912649286
All-Passed: False
Probabilty of failure: 0.6289301912649286
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 16, 'learning_rate': 0.5748928457217994, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.5748928457217994_None
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Timings: Avg: 3.3249999999999997, Max: 3.37, Min: 3.2600000000000002
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: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 3
Running with params: {'batchsize': 32, 'learning_rate': 0.14449382760184354, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.14449382760184354_2
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Timings: Avg: 13.695333333333332, Max: 13.89, Min: 13.52
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: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 4
Running with params: {'batchsize': 32, 'learning_rate': 0.00037655800331213115, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.00037655800331213115_1
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Timings: Avg: 10.001333333333333, Max: 10.14, Min: 9.58
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 5
Running with params: {'batchsize': 16, 'learning_rate': 2.695981430593527e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_2.695981430593527e-05_None
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Timings: Avg: 3.3059999999999996, Max: 3.35, 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: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 6
Running with params: {'batchsize': 64, 'learning_rate': 0.004728950774592676, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.004728950774592676_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.125666666666666, Max: 12.75, Min: 7.64
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.127412579175291
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.140333333333333, Max: 12.75, Min: 7.62
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.956337540007802
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.283888888888889, Max: 12.75, Min: 7.62
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.7791054257361806
Evaluating 90 values out of 90
Overall-timings: Avg: 8.283888888888889, Max: 12.75, Min: 7.62
Choosing distribution: beta
Probability of fail (non-zero): 0.110977305828278
Exceeding max probability of failure: 0.110977305828278
All-Passed: False
Probabilty of failure: 0.110977305828278
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 7
Running with params: {'batchsize': 16, 'learning_rate': 0.02598832519005997, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.02598832519005997_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.681666666666667, Max: 8.780000000000001, Min: 8.49
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.525343242128888
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.757499999999999, Max: 11.73, Min: 8.49
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.5204804795244682
Evaluating 60 values out of 60
Overall-timings: Avg: 8.757499999999999, Max: 11.73, Min: 8.49
Choosing distribution: gumbel_l
Probability of fail (non-zero): 0.017580264003974527
Exceeding max probability of failure: 0.017580264003974527
All-Passed: False
Probabilty of failure: 0.017580264003974527
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 8
Running with params: {'batchsize': 64, 'learning_rate': 3.440038016765834e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_3.440038016765834e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.069333333333333, Max: 13.299999999999999, Min: 12.81
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: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 9
Running with params: {'batchsize': 64, 'learning_rate': 0.005871521290872252, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.005871521290872252_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.487666666666666, Max: 10.63, Min: 10.17
Passed tests : 1
Failed tests : 29
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 10
Running with params: {'batchsize': 8, 'learning_rate': 3.879676715182699e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_3.879676715182699e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.184999999999999, Max: 14.459999999999999, Min: 13.93
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: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 11
Running with params: {'batchsize': 8, 'learning_rate': 0.0009811361785194666, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.0009811361785194666_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.728666666666669, Max: 20.56, Min: 14.24
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1555387640514607
Exceeding current best timeout: 14.728666666666669 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 12
Running with params: {'batchsize': 16, 'learning_rate': 0.010841909427749414, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.010841909427749414_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.261666666666665, Max: 24.27, Min: 14.35
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9783169663047762
Exceeding current best timeout: 15.261666666666665 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 13
Running with params: {'batchsize': 8, 'learning_rate': 0.0013603266112342611, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.0013603266112342611_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.565666666666663, Max: 14.93, Min: 14.239999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8890520422531994
Evaluating 30 values out of 30
Overall-timings: Avg: 14.565666666666663, Max: 14.93, Min: 14.239999999999998
Choosing distribution: expon
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.565666666666663
Score: 14.565666666666663
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 14
Running with params: {'batchsize': 128, 'learning_rate': 0.9666930224043567, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_0.9666930224043567_2
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Timings: Avg: 14.807333333333332, Max: 20.95, Min: 14.360000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6004609991611982
Exceeding current best timeout: 14.807333333333332 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 15
Running with params: {'batchsize': 128, 'learning_rate': 0.0006670424548492885, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_0.0006670424548492885_None
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Timings: Avg: 14.661333333333333, Max: 15.23, Min: 14.200000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8494579475204707
Exceeding current best timeout: 14.661333333333333 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 16
Running with params: {'batchsize': 2, 'learning_rate': 2.7089016598893058e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_2.7089016598893058e-05_None
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Timings: Avg: 15.12566666666667, Max: 21.15, Min: 14.13
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 0.980259181696698
Exceeding current best timeout: 15.12566666666667 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 17
Running with params: {'batchsize': 32, 'learning_rate': 1.6190970295068273e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_1.6190970295068273e-05_4
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Timings: Avg: 14.942333333333334, Max: 20.919999999999998, Min: 14.23
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 0.893441736116039
Exceeding current best timeout: 14.942333333333334 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 18
Running with params: {'batchsize': 8, 'learning_rate': 0.005218074845801724, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.005218074845801724_2
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Timings: Avg: 15.079333333333336, Max: 21.150000000000002, Min: 14.44
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4337208778404367
Exceeding current best timeout: 15.079333333333336 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 19
Running with params: {'batchsize': 2, 'learning_rate': 0.26108852258429066, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.26108852258429066_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.244999999999997, Max: 21.2, Min: 14.450000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5454545454545452
Exceeding current best timeout: 15.244999999999997 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 20
Running with params: {'batchsize': 2, 'learning_rate': 2.2315639981323455e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_2.2315639981323455e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.627666666666668, Max: 15.07, Min: 14.4
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1632121419202703
Exceeding current best timeout: 14.627666666666668 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 21
Running with params: {'batchsize': 8, 'learning_rate': 0.00016525112754541866, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.00016525112754541866_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.733, Max: 21.79, Min: 14.44
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4799377667648037
Exceeding current best timeout: 15.733 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 22
Running with params: {'batchsize': 32, 'learning_rate': 0.031232922429429336, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.031232922429429336_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.600999999999999, Max: 14.94, Min: 14.200000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.476302782718242
Exceeding current best timeout: 14.600999999999999 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 23
Running with params: {'batchsize': 8, 'learning_rate': 0.001530725179170997, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.001530725179170997_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.852666666666666, Max: 21.12, Min: 14.21
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.507462686567164
Exceeding current best timeout: 14.852666666666666 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 24
Running with params: {'batchsize': 32, 'learning_rate': 0.0001710764490378757, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.0001710764490378757_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.80766666666667, Max: 20.77, Min: 14.239999999999998
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.213562247180947
Exceeding current best timeout: 14.80766666666667 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 25
Running with params: {'batchsize': 32, 'learning_rate': 0.028950206446358307, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.028950206446358307_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.818999999999999, Max: 20.57, Min: 14.219999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.679684661432952
Exceeding current best timeout: 14.818999999999999 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 26
Running with params: {'batchsize': 8, 'learning_rate': 0.0017870129690869799, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.0017870129690869799_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.657666666666668, Max: 27.23, Min: 14.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1494388421735895
Exceeding current best timeout: 15.657666666666668 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 27
Running with params: {'batchsize': 128, 'learning_rate': 0.0001337196397899377, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_0.0001337196397899377_1
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Timings: Avg: 15.388333333333332, Max: 21.28, Min: 14.45
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.5630652952817186
Exceeding current best timeout: 15.388333333333332 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 28
Running with params: {'batchsize': 8, 'learning_rate': 0.08149605974675364, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.08149605974675364_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.514999999999999, Max: 21.759999999999998, Min: 14.280000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8742171368694794
Evaluating 30 values out of 30
Overall-timings: Avg: 15.514999999999999, Max: 21.759999999999998, Min: 14.280000000000001
Choosing distribution: gumbel_l
Probability of fail (non-zero): 0.11219986982090191
Exceeding max probability of failure: 0.11219986982090191
All-Passed: False
Probabilty of failure: 0.11219986982090191
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 29
Running with params: {'batchsize': 32, 'learning_rate': 0.010642545736230004, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.010642545736230004_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.718333333333335, Max: 27.209999999999997, Min: 14.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4400411554021457
Exceeding current best timeout: 15.718333333333335 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 30
Running with params: {'batchsize': 64, 'learning_rate': 0.0025129581954255126, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.0025129581954255126_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.635999999999997, Max: 15.09, Min: 14.23
Passed tests : 30
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Converged: False
Convergence score: 3.0472284049613325
Exceeding current best timeout: 14.635999999999997 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 31
Running with params: {'batchsize': 32, 'learning_rate': 0.06853776723885605, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.06853776723885605_1
Launching 30 jobs, 30 in parallel
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Optimization Iteration: 32
Running with params: {'batchsize': 128, 'learning_rate': 8.309672843404287e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_8.309672843404287e-05_3
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Convergence score: 1.4930146121447394
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Optimization Iteration: 35
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.010976313297964222_None
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Convergence score: 3.5424257914323145
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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_1597820503/assert_4070807_16_0.06082988147452767_1
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Convergence score: 1.832879429915752
Exceeding current best timeout: 14.516999999999998 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 38
Running with params: {'batchsize': 64, 'learning_rate': 0.0037533823883897782, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.0037533823883897782_3
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Passed tests : 30
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Convergence score: 3.3928789997547413
Exceeding current best timeout: 15.227666666666668 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 39
Running with params: {'batchsize': 32, 'learning_rate': 0.016407710328926402, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.016407710328926402_2
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 40
Running with params: {'batchsize': 8, 'learning_rate': 0.17316197882355683, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.17316197882355683_1
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Convergence score: 2.8231569409213235
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 41
Running with params: {'batchsize': 64, 'learning_rate': 0.0010696785057196395, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.0010696785057196395_4
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Convergence score: 3.841106397986878
Exceeding current best timeout: 15.22966666666667 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597820503/assert_4070807_32_0.0002562744981792843_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.526999999999997, Max: 15.08, Min: 14.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8210120560478786
Evaluating 30 values out of 30
Overall-timings: Avg: 14.526999999999997, Max: 15.08, Min: 14.23
Choosing distribution: cauchy
Probability of fail (non-zero): 0.04732645324439816
Exceeding max probability of failure: 0.04732645324439816
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Probabilty of failure: 0.04732645324439816
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 43
Running with params: {'batchsize': 16, 'learning_rate': 5.5499546710798565e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_5.5499546710798565e-05_None
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Timings: Avg: 14.963333333333336, Max: 20.94, Min: 14.24
Passed tests : 30
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Converged: False
Convergence score: 1.5246170033300834
Exceeding current best timeout: 14.963333333333336 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597820503/assert_4070807_8_0.6020883619124563_2
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Timings: Avg: 14.565666666666667, Max: 15.1, Min: 14.139999999999999
Passed tests : 30
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Converged: False
Convergence score: 3.7267799624996494
Exceeding current best timeout: 14.565666666666667 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 45
Running with params: {'batchsize': 128, 'learning_rate': 1.0675196606877968e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_1.0675196606877968e-05_3
Launching 30 jobs, 30 in parallel
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Passed tests : 30
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Converged: False
Convergence score: 1.3600817976368471
Exceeding current best timeout: 16.224666666666668 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 46
Running with params: {'batchsize': 2, 'learning_rate': 0.008347261789848322, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.008347261789848322_1
Launching 30 jobs, 30 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8534883364411814
Evaluating 30 values out of 30
Overall-timings: Avg: 14.716666666666669, Max: 20.439999999999998, Min: 14.17
Choosing distribution: norm
Probability of fail (non-zero): 0.053709993160948176
Exceeding max probability of failure: 0.053709993160948176
All-Passed: False
Probabilty of failure: 0.053709993160948176
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 47
Running with params: {'batchsize': 8, 'learning_rate': 0.0026208716085318363, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.0026208716085318363_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.095333333333334, Max: 21.33, Min: 14.26
Passed tests : 30
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Converged: False
Convergence score: 1.6648267311323226
Exceeding current best timeout: 15.095333333333334 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
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Optimization Iteration: 48
Running with params: {'batchsize': 64, 'learning_rate': 0.0008381015451612914, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.0008381015451612914_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.682, Max: 15.049999999999999, Min: 14.309999999999999
Passed tests : 30
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Converged: False
Convergence score: 1.3889704767610271
Exceeding current best timeout: 14.682 > 10.278
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 49
Running with params: {'batchsize': 32, 'learning_rate': 0.02099932651029115, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.02099932651029115_None
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Optimization Iteration: 59
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_128_0.00010144984466115307_1
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.30552648967377205_3
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.026435832900648965_3
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Best-score: 10.278
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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_1597820503/assert_4070807_128_0.0012430582100096763_2
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Optimization Iteration: 78
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Optimization Iteration: 79
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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_1597820503/assert_4070807_32_0.00024338032752338945_None
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Exceeding current best timeout: 14.598 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597820503/assert_4070807_8_0.00020223097650937552_3
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Convergence score: 1.9573692682646993
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597820503/assert_4070807_128_0.00010193083261018422_1
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
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_1597820503/assert_4070807_128_1.8088966984785163e-05_1
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Timings: Avg: 15.517666666666667, Max: 24.630000000000003, Min: 14.32
Passed tests : 30
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Convergence score: 2.552125812631691
Exceeding current best timeout: 15.517666666666667 > 10.278
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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_1597820503/assert_4070807_2_1.1167912450627818e-05_2
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Timings: Avg: 14.803666666666667, Max: 20.599999999999998, Min: 14.32
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Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 85
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.03625412706582384_4
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Passed tests : 30
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Converged: False
Convergence score: 1.5899968200095373
Exceeding current best timeout: 15.620999999999999 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 86
Running with params: {'batchsize': 32, 'learning_rate': 0.004474682336597966, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.004474682336597966_None
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Converged: False
Convergence score: 1.3779972440082668
Exceeding current best timeout: 14.782000000000004 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 87
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.003537061164253867_None
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Passed tests : 30
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Convergence score: 1.871975833360825
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 88
Running with params: {'batchsize': 8, 'learning_rate': 0.012029194781524047, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.012029194781524047_3
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Convergence score: 1.91267463660341
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 89
Running with params: {'batchsize': 32, 'learning_rate': 0.001853713701366263, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.001853713701366263_1
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9220179477747353
Evaluating 30 values out of 30
Overall-timings: Avg: 15.325333333333333, Max: 21.26, Min: 14.299999999999999
Choosing distribution: gumbel_l
Probability of fail (non-zero): 0.0976953051718624
Exceeding max probability of failure: 0.0976953051718624
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Probabilty of failure: 0.0976953051718624
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 90
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.012725807507138517_3
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Passed tests : 30
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Converged: False
Convergence score: 2.744426933738785
Exceeding current best timeout: 14.849333333333334 > 10.278
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Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 91
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.0958003438329495_3
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Passed tests : 30
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Convergence score: 1.0584754935143137
Exceeding current best timeout: 15.405999999999999 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 92
Running with params: {'batchsize': 2, 'learning_rate': 0.0005914289766951647, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.0005914289766951647_4
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Passed tests : 30
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Converged: False
Convergence score: 2.8580878117472706
Exceeding current best timeout: 15.238666666666665 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 93
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_2_0.00015221751704937872_4
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Passed tests : 30
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Convergence score: 1.8323545787493336
Exceeding current best timeout: 14.675333333333331 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 94
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.13103652351028236_1
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Passed tests : 30
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Convergence score: 2.6241468131214143
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 95
Running with params: {'batchsize': 16, 'learning_rate': 0.050463399369951534, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.050463399369951534_1
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Passed tests : 30
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Convergence score: 1.7049858486761853
Exceeding current best timeout: 14.614333333333331 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 96
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_32_0.0003518006585064538_None
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Timings: Avg: 14.644000000000002, Max: 15.06, Min: 14.41
Passed tests : 30
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Convergence score: 1.8467610337532772
Exceeding current best timeout: 14.644000000000002 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 97
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_0.0008422476846602345_3
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Timings: Avg: 14.959999999999997, Max: 26.590000000000003, Min: 14.28
Passed tests : 30
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Converged: False
Convergence score: 2.0855209398041152
Exceeding current best timeout: 14.959999999999997 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 98
Running with params: {'batchsize': 16, 'learning_rate': 4.011698406792856e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_16_4.011698406792856e-05_3
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Timings: Avg: 14.821333333333333, Max: 20.48, Min: 14.229999999999999
Passed tests : 30
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Convergence score: 2.039711751269909
Exceeding current best timeout: 14.821333333333333 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 99
Running with params: {'batchsize': 64, 'learning_rate': 0.0009418733590375764, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_64_0.0009418733590375764_3
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Timings: Avg: 15.225666666666665, Max: 26.919999999999998, Min: 14.36
Passed tests : 30
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Convergence score: 1.5441788914646124
Exceeding current best timeout: 15.225666666666665 > 10.278
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 100
Running with params: {'batchsize': 8, 'learning_rate': 0.6771925535200924, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597820503/assert_4070807_8_0.6771925535200924_1
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Timings: Avg: 14.705999999999998, Max: 15.14, Min: 14.31
Passed tests : 30
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Converged: False
Convergence score: 1.151200147717464
Exceeding current best timeout: 14.705999999999998 > 10.278
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.278
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Upto iteration 100: {'batchsize': 1, 'learning_rate': 0.0013603266112342611, 'num_epochs': 2}
Breaking...
{'batchsize': 1, 'learning_rate': 0.0013603266112342611, 'num_epochs': 2}
Best score: 10.278
Repeated params: 0
Trials: 101
Best param {'batchsize': 1, 'learning_rate': 0.0013603266112342611, 'num_epochs': 2}
Reduction: 0.0%
Speedup: 1.0x
Optimizer time: 2049.05597949028
