Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestTransformerRanker
Testname: test_eval_vocab
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertEqual(valid['hits@100'], 0)
Original runtime: 4.852
>>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_1597812512/assert_14133070_0.007_4_16
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.126333333333332, Max: 5.21, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.126333333333332, Max: 5.21, Min: 4.97
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.126333333333332
Score: 5.126333333333332
Best-score: 5.126333333333332
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
>>Setting original runtime to 5.126333333333332
Optimization Iteration: 1
Running with params: {'batchsize': 8, 'learning_rate': 0.025745889994181984, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.025745889994181984_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.2986666666666666, Max: 3.37, Min: 3.14
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.126333333333332
Best-param: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Optimization Iteration: 2
Running with params: {'batchsize': 32, 'learning_rate': 0.001357745534684723, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.001357745534684723_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.682666666666667, Max: 4.800000000000001, Min: 4.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.682666666666667, Max: 4.800000000000001, Min: 4.59
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.682666666666667
Score: 4.682666666666667
Best-score: 4.682666666666667
Best-param: {'batchsize': 32, 'learning_rate': 0.001357745534684723, 'num_epochs': 4}
Optimization Iteration: 3
Running with params: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.5683751148679337_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.08, Max: 4.13, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.08, Max: 4.13, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.08
Score: 4.08
Best-score: 4.08
Best-param: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Optimization Iteration: 4
Running with params: {'batchsize': 2, 'learning_rate': 1.8975125357658824e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_1.8975125357658824e-05_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.515333333333334, Max: 8.64, Min: 8.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.515333333333334, Max: 8.64, Min: 8.36
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.515333333333334
Score: 8.515333333333334
Best-score: 4.08
Best-param: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Optimization Iteration: 5
Running with params: {'batchsize': 2, 'learning_rate': 0.008758090975094075, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.008758090975094075_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.993, Max: 6.050000000000001, Min: 5.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.993, Max: 6.050000000000001, Min: 5.88
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.993
Score: 5.993
Best-score: 4.08
Best-param: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Optimization Iteration: 6
Running with params: {'batchsize': 8, 'learning_rate': 0.024940715982603757, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.024940715982603757_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.802333333333333, Max: 4.88, Min: 4.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.802333333333333, Max: 4.88, Min: 4.72
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.802333333333333
Score: 4.802333333333333
Best-score: 4.08
Best-param: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Optimization Iteration: 7
Running with params: {'batchsize': 32, 'learning_rate': 1.4371674892672984e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_1.4371674892672984e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.389333333333334, Max: 4.48, Min: 4.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.389333333333334, Max: 4.48, Min: 4.2
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.389333333333334
Score: 4.389333333333334
Best-score: 4.08
Best-param: {'batchsize': 8, 'learning_rate': 0.5683751148679337, 'num_epochs': 1}
Optimization Iteration: 8
Running with params: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.00011632940944943386_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.0553333333333335, Max: 4.17, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.0553333333333335, Max: 4.17, Min: 3.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.0553333333333335
Score: 4.0553333333333335
Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 9
Running with params: {'batchsize': 128, 'learning_rate': 7.277204087149437e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_7.277204087149437e-05_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.325, Max: 3.38, Min: 3.24
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: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 10
Running with params: {'batchsize': 16, 'learning_rate': 0.0036852317135901156, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0036852317135901156_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.679666666666666, Max: 4.8100000000000005, Min: 4.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.679666666666666, Max: 4.8100000000000005, Min: 4.53
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.679666666666666
Score: 4.679666666666666
Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 11
Running with params: {'batchsize': 128, 'learning_rate': 0.026985636631315178, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.026985636631315178_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3086666666666664, Max: 3.3600000000000003, Min: 3.19
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: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 128, 'learning_rate': 0.21025257578714207, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.21025257578714207_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.040000000000001, Max: 5.13, Min: 4.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.040000000000001, Max: 5.13, Min: 4.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.040000000000001
Score: 5.040000000000001
Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 16, 'learning_rate': 0.0012694971555643547, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0012694971555643547_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3103333333333333, Max: 3.37, Min: 3.18
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: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 0.0003911540193323094, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.0003911540193323094_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.343333333333333, Max: 4.390000000000001, Min: 4.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.343333333333333, Max: 4.390000000000001, Min: 4.25
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.343333333333333
Score: 4.343333333333333
Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 15
Running with params: {'batchsize': 16, 'learning_rate': 1.5147290423498514e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_1.5147290423498514e-05_4
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Timings: Avg: 5.134, Max: 5.25, Min: 4.8
Passed tests : 30
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Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 5.134
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Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 16
Running with params: {'batchsize': 2, 'learning_rate': 0.0035979738103719175, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.0035979738103719175_None
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Score: 3.4028234663852886e+38
Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 17
Running with params: {'batchsize': 128, 'learning_rate': 0.005411318480609144, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.005411318480609144_None
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Failed tests : 30
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Best-score: 4.0553333333333335
Best-param: {'batchsize': 8, 'learning_rate': 0.00011632940944943386, 'num_epochs': 1}
Optimization Iteration: 18
Running with params: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.08130589009102968_1
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Timings: Avg: 4.053, Max: 4.1000000000000005, Min: 3.9899999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.053, Max: 4.1000000000000005, Min: 3.9899999999999998
Probability of fail : 0.0
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Score: 4.053
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 19
Running with params: {'batchsize': 2, 'learning_rate': 0.0662841208079445, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.0662841208079445_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.119666666666667, Max: 11.35, Min: 10.92
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 11.119666666666667
Score: 11.119666666666667
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 20
Running with params: {'batchsize': 64, 'learning_rate': 0.00825715914725813, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.00825715914725813_None
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Timings: Avg: 3.3150000000000004, Max: 3.3600000000000003, Min: 3.12
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 21
Running with params: {'batchsize': 8, 'learning_rate': 0.00025487178898814873, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.00025487178898814873_1
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Timings: Avg: 4.068999999999999, Max: 4.14, Min: 3.9000000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.068999999999999, Max: 4.14, Min: 3.9000000000000004
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.068999999999999
Score: 4.068999999999999
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 22
Running with params: {'batchsize': 8, 'learning_rate': 0.4601792404232014, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.4601792404232014_1
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Timings: Avg: 4.061999999999999, Max: 4.13, Min: 3.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.061999999999999, Max: 4.13, Min: 3.87
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.061999999999999
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Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 23
Running with params: {'batchsize': 8, 'learning_rate': 7.533919336620513e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_7.533919336620513e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.092, Max: 4.16, Min: 3.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.092, Max: 4.16, Min: 3.98
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.092
Score: 4.092
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 24
Running with params: {'batchsize': 8, 'learning_rate': 0.12869477484048877, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.12869477484048877_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.057666666666667, Max: 4.14, Min: 3.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.057666666666667, Max: 4.14, Min: 3.91
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.057666666666667
Score: 4.057666666666667
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 25
Running with params: {'batchsize': 8, 'learning_rate': 8.279279185745401e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_8.279279185745401e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.063666666666666, Max: 4.15, Min: 3.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.063666666666666, Max: 4.15, Min: 3.85
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.063666666666666
Score: 4.063666666666666
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 26
Running with params: {'batchsize': 8, 'learning_rate': 0.0008202551360717485, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.0008202551360717485_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.076333333333333, Max: 4.1499999999999995, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.076333333333333, Max: 4.1499999999999995, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.076333333333333
Score: 4.076333333333333
Best-score: 4.053
Best-param: {'batchsize': 8, 'learning_rate': 0.08130589009102968, 'num_epochs': 1}
Optimization Iteration: 27
Running with params: {'batchsize': 32, 'learning_rate': 0.00023992544871434532, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.00023992544871434532_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8373333333333335, Max: 3.91, Min: 3.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8373333333333335, Max: 3.91, Min: 3.77
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8373333333333335
Score: 3.8373333333333335
Best-score: 3.8373333333333335
Best-param: {'batchsize': 32, 'learning_rate': 0.00023992544871434532, 'num_epochs': 1}
Optimization Iteration: 28
Running with params: {'batchsize': 32, 'learning_rate': 0.8680745278207482, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.8680745278207482_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.694666666666667, Max: 4.859999999999999, Min: 4.56
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.694666666666667, Max: 4.859999999999999, Min: 4.56
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.694666666666667
Score: 4.694666666666667
Best-score: 3.8373333333333335
Best-param: {'batchsize': 32, 'learning_rate': 0.00023992544871434532, 'num_epochs': 1}
Optimization Iteration: 29
Running with params: {'batchsize': 32, 'learning_rate': 0.020794797241648358, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.020794797241648358_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.828333333333333, Max: 3.88, Min: 3.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.828333333333333, Max: 3.88, Min: 3.74
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.828333333333333
Score: 3.828333333333333
Best-score: 3.828333333333333
Best-param: {'batchsize': 32, 'learning_rate': 0.020794797241648358, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.027885442348240426_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.826, Max: 3.89, Min: 3.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.826, Max: 3.89, Min: 3.74
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.826
Score: 3.826
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 31
Running with params: {'batchsize': 32, 'learning_rate': 0.022927473754747584, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.022927473754747584_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.6690000000000005, Max: 4.74, Min: 4.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.6690000000000005, Max: 4.74, Min: 4.55
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-score: 3.826
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Convergence score: 0.0
Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.002011324058366201_3
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Evaluating 30 values out of 30
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Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, '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_1597812512/assert_14133070_2_0.1165668718279136_1
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Timings: Avg: 6.015666666666666, Max: 6.2700000000000005, Min: 5.909999999999999
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.015666666666666, Max: 6.2700000000000005, Min: 5.909999999999999
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 41
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0007562225754224409_2
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 42
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.013439667742567671_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, '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_1597812512/assert_14133070_64_0.9873606369347143_3
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Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 44
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.23668975831985217_4
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 45
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.006066645403246571_2
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Timings: Avg: 4.16, Max: 4.21, Min: 4.04
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.16, Max: 4.21, Min: 4.04
Probability of fail : 0.0
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Runtime: 4.16
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 46
Running with params: {'batchsize': 16, 'learning_rate': 0.032289215414345845, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.032289215414345845_1
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Timings: Avg: 3.847, Max: 3.89, Min: 3.74
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.847, Max: 3.89, Min: 3.74
Probability of fail : 0.0
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 47
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.0030064329602595627_None
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Timings: Avg: 3.295, Max: 3.3600000000000003, Min: 3.1300000000000003
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: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 48
Running with params: {'batchsize': 32, 'learning_rate': 0.01992761635154521, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.01992761635154521_1
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Evaluating 30 values out of 30
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Runtime: 3.837000000000001
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 49
Running with params: {'batchsize': 128, 'learning_rate': 4.080499439052244e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_4.080499439052244e-05_2
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Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 50
Running with params: {'batchsize': 64, 'learning_rate': 0.11898513350092946, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.11898513350092946_3
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Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Upto iteration 50: {'batchsize': 3, 'learning_rate': 0.027885442348240426, 'num_epochs': 0}
Optimization Iteration: 51
Running with params: {'batchsize': 16, 'learning_rate': 0.007892617163766547, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.007892617163766547_None
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 52
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.0006952150717450666_4
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Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 53
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.004525797041488723_1
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Timings: Avg: 5.9593333333333325, Max: 6.039999999999999, Min: 5.83
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 5.9593333333333325
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 54
Running with params: {'batchsize': 128, 'learning_rate': 0.0725502059351272, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.0725502059351272_1
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Timings: Avg: 4.894000000000001, Max: 4.98, Min: 4.8100000000000005
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.894000000000001, Max: 4.98, Min: 4.8100000000000005
Probability of fail : 0.0
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Runtime: 4.894000000000001
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 55
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.002442829185456632_1
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Timings: Avg: 3.840333333333333, Max: 3.9000000000000004, Min: 3.78
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.840333333333333, Max: 3.9000000000000004, Min: 3.78
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Runtime: 3.840333333333333
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 56
Running with params: {'batchsize': 64, 'learning_rate': 0.5923144113290812, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.5923144113290812_None
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Timings: Avg: 3.2986666666666666, Max: 3.34, Min: 3.1599999999999997
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 57
Running with params: {'batchsize': 16, 'learning_rate': 0.0011925247542096788, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0011925247542096788_2
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Timings: Avg: 4.279333333333333, Max: 4.369999999999999, Min: 4.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.279333333333333, Max: 4.369999999999999, Min: 4.19
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Runtime: 4.279333333333333
Score: 4.279333333333333
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 58
Running with params: {'batchsize': 32, 'learning_rate': 0.17174671911704056, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.17174671911704056_3
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Timings: Avg: 4.416666666666667, Max: 4.48, Min: 4.34
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.416666666666667, Max: 4.48, Min: 4.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.416666666666667
Score: 4.416666666666667
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 59
Running with params: {'batchsize': 2, 'learning_rate': 0.34851746879498996, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.34851746879498996_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.981333333333333, Max: 6.289999999999999, Min: 5.85
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.981333333333333, Max: 6.289999999999999, Min: 5.85
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Probabilty of failure: 0.0
Runtime: 5.981333333333333
Score: 5.981333333333333
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 60
Running with params: {'batchsize': 128, 'learning_rate': 0.000394244329343113, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.000394244329343113_4
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Timings: Avg: 5.370666666666667, Max: 5.49, Min: 5.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.370666666666667, Max: 5.49, Min: 5.16
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.370666666666667
Score: 5.370666666666667
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 61
Running with params: {'batchsize': 32, 'learning_rate': 0.03985148152808636, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.03985148152808636_1
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Timings: Avg: 3.8296666666666663, Max: 3.91, Min: 3.6399999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8296666666666663, Max: 3.91, Min: 3.6399999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8296666666666663
Score: 3.8296666666666663
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 62
Running with params: {'batchsize': 32, 'learning_rate': 2.6339655943981345e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_2.6339655943981345e-05_None
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Timings: Avg: 3.3190000000000004, Max: 3.38, Min: 3.22
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: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 63
Running with params: {'batchsize': 64, 'learning_rate': 0.017361302886065272, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.017361302886065272_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.127666666666666, Max: 4.18, Min: 4.0200000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.127666666666666, Max: 4.18, Min: 4.0200000000000005
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.127666666666666
Score: 4.127666666666666
Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 64
Running with params: {'batchsize': 8, 'learning_rate': 0.008079093953744338, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.008079093953744338_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.071000000000001, Max: 4.12, Min: 4.0
Passed tests : 30
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Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 65
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Best-score: 3.826
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.1622828074025455_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, '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_1597812512/assert_14133070_32_0.046479372792609365_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.826
Best-param: {'batchsize': 32, 'learning_rate': 0.027885442348240426, 'num_epochs': 1}
Optimization Iteration: 73
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Timings: Avg: 3.8113333333333332, Max: 3.91, Min: 3.5999999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8113333333333332, Max: 3.91, Min: 3.5999999999999996
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Runtime: 3.8113333333333332
Score: 3.8113333333333332
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 74
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.016781067101920646_4
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Timings: Avg: 5.126, Max: 5.260000000000001, Min: 4.99
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 5.126
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, '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_1597812512/assert_14133070_16_0.004473194305157078_2
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.264666666666667
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 76
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.010111789138810844_1
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Timings: Avg: 3.8286666666666673, Max: 3.87, Min: 3.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8286666666666673, Max: 3.87, Min: 3.73
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.8286666666666673
Score: 3.8286666666666673
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 77
Running with params: {'batchsize': 16, 'learning_rate': 0.023553567812761755, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.023553567812761755_1
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Timings: Avg: 3.8206666666666664, Max: 3.96, Min: 3.7300000000000004
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8206666666666664, Max: 3.96, Min: 3.7300000000000004
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.8206666666666664
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 78
Running with params: {'batchsize': 16, 'learning_rate': 0.006546854548203622, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.006546854548203622_None
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Timings: Avg: 3.3379999999999996, Max: 3.39, Min: 3.2199999999999998
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: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 79
Running with params: {'batchsize': 16, 'learning_rate': 0.02633963276979167, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.02633963276979167_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.833333333333333, Max: 3.91, Min: 3.6500000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.833333333333333, Max: 3.91, Min: 3.6500000000000004
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.833333333333333
Score: 3.833333333333333
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 80
Running with params: {'batchsize': 16, 'learning_rate': 0.6918407231087393, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.6918407231087393_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.684666666666667, Max: 4.75, Min: 4.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.684666666666667, Max: 4.75, Min: 4.57
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.684666666666667
Score: 4.684666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 81
Running with params: {'batchsize': 16, 'learning_rate': 0.05471240542948566, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.05471240542948566_1
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Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 82
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Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
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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_1597812512/assert_14133070_16_0.003038659794699702_4
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Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, '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_1597812512/assert_14133070_16_0.001098669806873201_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
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_1597812512/assert_14133070_16_0.00017564490298700613_1
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8569999999999998, Max: 3.96, Min: 3.79
Probability of fail : 0.0
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Runtime: 3.8569999999999998
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 86
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.0004737766264458397_None
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Timings: Avg: 3.3236666666666665, Max: 3.38, Min: 3.25
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 87
Running with params: {'batchsize': 2, 'learning_rate': 1.0014579881225766e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_1.0014579881225766e-05_1
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Timings: Avg: 5.961666666666668, Max: 6.11, Min: 5.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.961666666666668, Max: 6.11, Min: 5.79
Probability of fail : 0.0
All-Passed: True
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Runtime: 5.961666666666668
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 88
Running with params: {'batchsize': 128, 'learning_rate': 0.14619324643292134, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.14619324643292134_3
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Timings: Avg: 5.205666666666667, Max: 5.26, Min: 5.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.205666666666667, Max: 5.26, Min: 5.1
Probability of fail : 0.0
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Runtime: 5.205666666666667
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 89
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.012250062931315175_2
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Timings: Avg: 4.259333333333333, Max: 4.390000000000001, Min: 4.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.259333333333333, Max: 4.390000000000001, Min: 4.12
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.259333333333333
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 90
Running with params: {'batchsize': 64, 'learning_rate': 0.0016691711225919749, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.0016691711225919749_4
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Timings: Avg: 4.766333333333333, Max: 4.83, Min: 4.699999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.766333333333333, Max: 4.83, Min: 4.699999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.766333333333333
Score: 4.766333333333333
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 91
Running with params: {'batchsize': 16, 'learning_rate': 0.42049551431314525, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.42049551431314525_1
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Timings: Avg: 3.827666666666667, Max: 3.9000000000000004, Min: 3.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.827666666666667, Max: 3.9000000000000004, Min: 3.72
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.827666666666667
Score: 3.827666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 92
Running with params: {'batchsize': 8, 'learning_rate': 0.00475040384688388, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.00475040384688388_1
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Timings: Avg: 4.070666666666667, Max: 4.13, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.070666666666667, Max: 4.13, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.070666666666667
Score: 4.070666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 93
Running with params: {'batchsize': 2, 'learning_rate': 0.024920899707280057, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.024920899707280057_None
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Timings: Avg: 3.3143333333333334, Max: 3.36, Min: 3.23
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: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 94
Running with params: {'batchsize': 16, 'learning_rate': 0.10142048904805881, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.10142048904805881_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.830333333333334, Max: 3.88, Min: 3.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.830333333333334, Max: 3.88, Min: 3.67
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.830333333333334
Score: 3.830333333333334
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 95
Running with params: {'batchsize': 128, 'learning_rate': 0.19945952902748496, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.19945952902748496_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.192333333333333, Max: 5.26, Min: 4.989999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.192333333333333, Max: 5.26, Min: 4.989999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.192333333333333
Score: 5.192333333333333
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 96
Running with params: {'batchsize': 64, 'learning_rate': 0.002392316069878801, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.002392316069878801_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.123, Max: 4.19, Min: 3.9299999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.123, Max: 4.19, Min: 3.9299999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.123
Score: 4.123
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 97
Running with params: {'batchsize': 16, 'learning_rate': 0.0712204005756443, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0712204005756443_2
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Passed tests : 30
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Evaluating 30 values out of 30
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Runtime: 4.2556666666666665
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 98
Running with params: {'batchsize': 16, 'learning_rate': 0.015862901728765352, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.015862901728765352_4
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Passed tests : 30
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Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 99
Running with params: {'batchsize': 8, 'learning_rate': 0.004025391961638148, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.004025391961638148_1
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Score: 4.0536666666666665
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 100
Running with params: {'batchsize': 2, 'learning_rate': 0.006505198565968349, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.006505198565968349_1
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Evaluating 30 values out of 30
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Score: 5.963666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 2, 'learning_rate': 0.024874786585359233, 'num_epochs': 0}
Optimization Iteration: 101
Running with params: {'batchsize': 128, 'learning_rate': 0.02951091616457323, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.02951091616457323_None
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Timings: Avg: 3.293666666666667, Max: 3.37, Min: 3.2
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 102
Running with params: {'batchsize': 16, 'learning_rate': 0.0005634482487264708, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0005634482487264708_1
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Timings: Avg: 3.836666666666667, Max: 3.88, Min: 3.76
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.836666666666667, Max: 3.88, Min: 3.76
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Runtime: 3.836666666666667
Score: 3.836666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 103
Running with params: {'batchsize': 64, 'learning_rate': 0.0009937555502710254, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.0009937555502710254_1
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Timings: Avg: 4.139666666666667, Max: 4.21, Min: 3.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.139666666666667, Max: 4.21, Min: 3.92
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.139666666666667
Score: 4.139666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 104
Running with params: {'batchsize': 16, 'learning_rate': 0.0014986966534374295, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0014986966534374295_3
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Timings: Avg: 4.688999999999999, Max: 4.7700000000000005, Min: 4.569999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.688999999999999, Max: 4.7700000000000005, Min: 4.569999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.688999999999999
Score: 4.688999999999999
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 105
Running with params: {'batchsize': 2, 'learning_rate': 0.02082589054039025, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.02082589054039025_2
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Timings: Avg: 8.497333333333334, Max: 8.64, Min: 8.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.497333333333334, Max: 8.64, Min: 8.24
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.497333333333334
Score: 8.497333333333334
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 106
Running with params: {'batchsize': 8, 'learning_rate': 0.009226319154144522, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.009226319154144522_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.2440000000000015, Max: 6.33, Min: 6.1499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 6.2440000000000015, Max: 6.33, Min: 6.1499999999999995
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 6.2440000000000015
Score: 6.2440000000000015
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 107
Running with params: {'batchsize': 128, 'learning_rate': 0.05463784284746382, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.05463784284746382_1
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Timings: Avg: 4.883666666666667, Max: 4.9399999999999995, Min: 4.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.883666666666667, Max: 4.9399999999999995, Min: 4.83
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.883666666666667
Score: 4.883666666666667
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 108
Running with params: {'batchsize': 16, 'learning_rate': 0.28532288418902213, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.28532288418902213_1
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Timings: Avg: 3.835333333333333, Max: 3.88, Min: 3.7600000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.835333333333333, Max: 3.88, Min: 3.7600000000000002
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.835333333333333
Score: 3.835333333333333
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 109
Running with params: {'batchsize': 64, 'learning_rate': 0.0019564247263039376, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.0019564247263039376_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.122333333333334, Max: 4.19, Min: 3.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.122333333333334, Max: 4.19, Min: 3.96
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.122333333333334
Score: 4.122333333333334
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 110
Running with params: {'batchsize': 16, 'learning_rate': 0.00026416462910375764, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00026416462910375764_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8233333333333333, Max: 3.88, Min: 3.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8233333333333333, Max: 3.88, Min: 3.7
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8233333333333333
Score: 3.8233333333333333
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 111
Running with params: {'batchsize': 16, 'learning_rate': 0.0002538463671948622, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0002538463671948622_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.319333333333333, Max: 3.38, Min: 3.2699999999999996
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: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 112
Running with params: {'batchsize': 16, 'learning_rate': 6.26793136332961e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_6.26793136332961e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.684, Max: 4.87, Min: 4.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.684, Max: 4.87, Min: 4.6
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.684
Score: 4.684
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 113
Running with params: {'batchsize': 16, 'learning_rate': 0.00011749141821792107, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00011749141821792107_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8246666666666664, Max: 3.87, Min: 3.7600000000000002
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 3.8246666666666664
Score: 3.8246666666666664
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 114
Running with params: {'batchsize': 16, 'learning_rate': 2.2807301944783138e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_2.2807301944783138e-05_2
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Evaluating 30 values out of 30
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Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 115
Running with params: {'batchsize': 16, 'learning_rate': 0.00014074472732405533, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00014074472732405533_4
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Convergence score: 0.0
Evaluating 30 values out of 30
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Score: 5.1516666666666655
Best-score: 3.8113333333333332
Best-param: {'batchsize': 16, 'learning_rate': 0.024874786585359233, 'num_epochs': 1}
Optimization Iteration: 116
Running with params: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_8.922013905349969e-05_1
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Timings: Avg: 3.8079999999999994, Max: 3.8600000000000003, Min: 3.6799999999999997
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8079999999999994, Max: 3.8600000000000003, Min: 3.6799999999999997
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 117
Running with params: {'batchsize': 16, 'learning_rate': 3.497901745964705e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_3.497901745964705e-05_1
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Timings: Avg: 3.862, Max: 3.95, Min: 3.6999999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.862, Max: 3.95, Min: 3.6999999999999997
Probability of fail : 0.0
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Runtime: 3.862
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 118
Running with params: {'batchsize': 16, 'learning_rate': 1.6243729683353257e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_1.6243729683353257e-05_None
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Timings: Avg: 3.3190000000000004, Max: 3.37, Min: 3.19
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 119
Running with params: {'batchsize': 16, 'learning_rate': 5.819460691487616e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_5.819460691487616e-05_1
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Timings: Avg: 3.842333333333333, Max: 3.8899999999999997, Min: 3.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.842333333333333, Max: 3.8899999999999997, Min: 3.79
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.842333333333333
Score: 3.842333333333333
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 120
Running with params: {'batchsize': 16, 'learning_rate': 0.00038058957108107313, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00038058957108107313_1
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Timings: Avg: 3.830333333333334, Max: 3.91, Min: 3.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.830333333333334, Max: 3.91, Min: 3.7
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.830333333333334
Score: 3.830333333333334
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 121
Running with params: {'batchsize': 8, 'learning_rate': 1.2891037594193674e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_1.2891037594193674e-05_3
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Timings: Avg: 5.527333333333333, Max: 5.57, Min: 5.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.527333333333333, Max: 5.57, Min: 5.39
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 5.527333333333333
Score: 5.527333333333333
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 122
Running with params: {'batchsize': 2, 'learning_rate': 0.0009013025242817856, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.0009013025242817856_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.537333333333335, Max: 8.870000000000001, Min: 8.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.537333333333335, Max: 8.870000000000001, Min: 8.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.537333333333335
Score: 8.537333333333335
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 123
Running with params: {'batchsize': 16, 'learning_rate': 0.003179297600072845, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.003179297600072845_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8620000000000005, Max: 3.92, Min: 3.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8620000000000005, Max: 3.92, Min: 3.76
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8620000000000005
Score: 3.8620000000000005
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 124
Running with params: {'batchsize': 128, 'learning_rate': 9.05266860632106e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_9.05266860632106e-05_4
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Timings: Avg: 5.346333333333334, Max: 5.42, Min: 5.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.346333333333334, Max: 5.42, Min: 5.21
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.346333333333334
Score: 5.346333333333334
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 125
Running with params: {'batchsize': 16, 'learning_rate': 0.00019675325779219404, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00019675325779219404_1
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Timings: Avg: 3.8453333333333335, Max: 3.88, Min: 3.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8453333333333335, Max: 3.88, Min: 3.74
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8453333333333335
Score: 3.8453333333333335
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 126
Running with params: {'batchsize': 64, 'learning_rate': 0.04008343952411709, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.04008343952411709_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.319, Max: 3.37, Min: 3.25
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: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 127
Running with params: {'batchsize': 16, 'learning_rate': 0.0006490430999245727, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0006490430999245727_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8476666666666666, Max: 3.9, Min: 3.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8476666666666666, Max: 3.9, Min: 3.79
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8476666666666666
Score: 3.8476666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 128
Running with params: {'batchsize': 8, 'learning_rate': 0.00032134052153970024, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.00032134052153970024_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.094333333333333, Max: 4.17, Min: 4.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.094333333333333, Max: 4.17, Min: 4.03
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.094333333333333
Score: 4.094333333333333
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 129
Running with params: {'batchsize': 16, 'learning_rate': 4.5332071556381994e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_4.5332071556381994e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.674666666666667, Max: 4.74, Min: 4.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.674666666666667, Max: 4.74, Min: 4.6
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.674666666666667
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 130
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.8176140792582309_2
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Evaluating 30 values out of 30
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Evaluating 30 values out of 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.0024128661246390457_1
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Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.529925473471452_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Score: 3.8373333333333326
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 135
Running with params: {'batchsize': 16, 'learning_rate': 0.20929003381992395, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.20929003381992395_None
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Timings: Avg: 3.3213333333333335, Max: 3.38, Min: 3.28
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 136
Running with params: {'batchsize': 8, 'learning_rate': 0.11747438913598045, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.11747438913598045_1
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Timings: Avg: 4.056333333333334, Max: 4.16, Min: 3.95
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.056333333333334, Max: 4.16, Min: 3.95
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All-Passed: True
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Runtime: 4.056333333333334
Score: 4.056333333333334
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 137
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.0012573027918888345_3
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Timings: Avg: 11.124666666666666, Max: 11.49, Min: 10.84
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.124666666666666, Max: 11.49, Min: 10.84
Probability of fail : 0.0
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Runtime: 11.124666666666666
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 138
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.008184272241754931_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.265333333333333, Max: 4.35, Min: 4.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.265333333333333, Max: 4.35, Min: 4.16
Probability of fail : 0.0
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Runtime: 4.265333333333333
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 139
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0695827837118636_1
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Timings: Avg: 3.8419999999999996, Max: 3.9099999999999997, Min: 3.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8419999999999996, Max: 3.9099999999999997, Min: 3.64
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.8419999999999996
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 140
Running with params: {'batchsize': 64, 'learning_rate': 0.32542828861167294, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.32542828861167294_4
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Timings: Avg: 4.7666666666666675, Max: 4.89, Min: 4.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.7666666666666675, Max: 4.89, Min: 4.71
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.7666666666666675
Score: 4.7666666666666675
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 141
Running with params: {'batchsize': 128, 'learning_rate': 0.08590525127735028, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.08590525127735028_1
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Timings: Avg: 4.891666666666667, Max: 4.93, Min: 4.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.891666666666667, Max: 4.93, Min: 4.82
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.891666666666667
Score: 4.891666666666667
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 142
Running with params: {'batchsize': 16, 'learning_rate': 0.017616964955913746, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.017616964955913746_1
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Timings: Avg: 3.8146666666666667, Max: 3.88, Min: 3.6799999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8146666666666667, Max: 3.88, Min: 3.6799999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8146666666666667
Score: 3.8146666666666667
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 143
Running with params: {'batchsize': 16, 'learning_rate': 0.000527631067889317, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.000527631067889317_None
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Timings: Avg: 3.315333333333333, Max: 3.3800000000000003, Min: 3.21
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: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 144
Running with params: {'batchsize': 8, 'learning_rate': 0.005175622041310815, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.005175622041310815_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.055666666666667, Max: 4.16, Min: 3.8899999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.055666666666667, Max: 4.16, Min: 3.8899999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.055666666666667
Score: 4.055666666666667
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 145
Running with params: {'batchsize': 2, 'learning_rate': 0.015141032106377553, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.015141032106377553_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.104333333333331, Max: 11.47, Min: 10.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.104333333333331, Max: 11.47, Min: 10.86
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.104333333333331
Score: 11.104333333333331
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
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Optimization Iteration: 160
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Runtime: 3.824
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 163
Running with params: {'batchsize': 8, 'learning_rate': 0.0038799290037852693, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.0038799290037852693_None
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Best-score: 3.8079999999999994
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Optimization Iteration: 164
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.1050466226881726_1
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Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Optimization Iteration: 165
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.05366021915645984_3
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Convergence score: 0.0
Evaluating 30 values out of 30
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Runtime: 4.671333333333334
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Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 166
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.18517689755700661_1
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.012322113482906316_2
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 4.271
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 168
Running with params: {'batchsize': 16, 'learning_rate': 0.5095986048970081, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.5095986048970081_4
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 169
Running with params: {'batchsize': 64, 'learning_rate': 1.0361587098635979e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_1.0361587098635979e-05_1
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Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.151666666666666, Max: 4.21, Min: 4.0
Probability of fail : 0.0
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Runtime: 4.151666666666666
Score: 4.151666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 170
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.13593024053523492_1
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Timings: Avg: 3.827666666666666, Max: 3.92, Min: 3.7600000000000002
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.827666666666666, Max: 3.92, Min: 3.7600000000000002
Probability of fail : 0.0
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Runtime: 3.827666666666666
Score: 3.827666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 171
Running with params: {'batchsize': 16, 'learning_rate': 0.2401546935371868, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.2401546935371868_1
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Timings: Avg: 3.8323333333333327, Max: 3.88, Min: 3.7800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8323333333333327, Max: 3.88, Min: 3.7800000000000002
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 3.8323333333333327
Score: 3.8323333333333327
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 172
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.026243501114455343_None
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Timings: Avg: 3.3239999999999994, Max: 3.37, Min: 3.22
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: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 173
Running with params: {'batchsize': 2, 'learning_rate': 0.07784905722716315, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.07784905722716315_1
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Timings: Avg: 5.974666666666666, Max: 6.090000000000001, Min: 5.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.974666666666666, Max: 6.090000000000001, Min: 5.88
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.974666666666666
Score: 5.974666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 174
Running with params: {'batchsize': 16, 'learning_rate': 0.016334482676919913, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.016334482676919913_3
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Timings: Avg: 4.680000000000001, Max: 4.74, Min: 4.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.680000000000001, Max: 4.74, Min: 4.61
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.680000000000001
Score: 4.680000000000001
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 175
Running with params: {'batchsize': 16, 'learning_rate': 0.0020012007271724, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0020012007271724_1
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Timings: Avg: 3.8313333333333333, Max: 3.89, Min: 3.7699999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8313333333333333, Max: 3.89, Min: 3.7699999999999996
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8313333333333333
Score: 3.8313333333333333
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 176
Running with params: {'batchsize': 128, 'learning_rate': 0.04538546668954996, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.04538546668954996_2
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Timings: Avg: 5.034666666666666, Max: 5.090000000000001, Min: 4.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.034666666666666, Max: 5.090000000000001, Min: 4.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.034666666666666
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 177
Running with params: {'batchsize': 64, 'learning_rate': 0.39461198751848214, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.39461198751848214_4
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Timings: Avg: 4.761666666666668, Max: 4.85, Min: 4.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.761666666666668, Max: 4.85, Min: 4.51
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.761666666666668
Score: 4.761666666666668
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 178
Running with params: {'batchsize': 32, 'learning_rate': 0.059419227108807315, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.059419227108807315_1
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Timings: Avg: 3.8236666666666665, Max: 3.92, Min: 3.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8236666666666665, Max: 3.92, Min: 3.68
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8236666666666665
Score: 3.8236666666666665
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 179
Running with params: {'batchsize': 16, 'learning_rate': 2.9866310607383152e-05, 'num_epochs': 1}
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Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Optimization Iteration: 180
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.003023616682926026_None
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Best-score: 3.8079999999999994
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Optimization Iteration: 181
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.02201063276670825_1
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Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Optimization Iteration: 182
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_2.1680217918026905e-05_1
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Timings: Avg: 3.818666666666667, Max: 3.8899999999999997, Min: 3.7
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Convergence score: 0.0
Evaluating 30 values out of 30
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Optimization Iteration: 183
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.007580469636369046_3
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-score: 3.8079999999999994
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Optimization Iteration: 184
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.03655644070628129_1
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
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Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 185
Running with params: {'batchsize': 128, 'learning_rate': 9.0189520463324e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_9.0189520463324e-05_2
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Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 186
Running with params: {'batchsize': 16, 'learning_rate': 0.014009351334577978, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.014009351334577978_4
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Convergence score: 0.0
Evaluating 30 values out of 30
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Probability of fail : 0.0
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Runtime: 5.112333333333334
Score: 5.112333333333334
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 187
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.2922819182572182_1
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Timings: Avg: 3.8483333333333336, Max: 3.92, Min: 3.7
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8483333333333336, Max: 3.92, Min: 3.7
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8483333333333336
Score: 3.8483333333333336
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 188
Running with params: {'batchsize': 64, 'learning_rate': 0.018862406320869586, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.018862406320869586_1
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Timings: Avg: 4.157000000000001, Max: 4.21, Min: 4.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.157000000000001, Max: 4.21, Min: 4.09
Probability of fail : 0.0
All-Passed: True
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Runtime: 4.157000000000001
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Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 189
Running with params: {'batchsize': 16, 'learning_rate': 0.0052408826061537805, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.0052408826061537805_None
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Timings: Avg: 3.333666666666666, Max: 3.37, Min: 3.28
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: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 190
Running with params: {'batchsize': 16, 'learning_rate': 0.15371627946819066, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.15371627946819066_1
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Timings: Avg: 3.841, Max: 3.9400000000000004, Min: 3.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.841, Max: 3.9400000000000004, Min: 3.67
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.841
Score: 3.841
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 191
Running with params: {'batchsize': 16, 'learning_rate': 0.009265233462309749, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.009265233462309749_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8329999999999997, Max: 3.9, Min: 3.7300000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8329999999999997, Max: 3.9, Min: 3.7300000000000004
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8329999999999997
Score: 3.8329999999999997
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 192
Running with params: {'batchsize': 8, 'learning_rate': 0.00079430480156408, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_8_0.00079430480156408_3
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Timings: Avg: 5.551666666666668, Max: 5.63, Min: 5.470000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.551666666666668, Max: 5.63, Min: 5.470000000000001
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.551666666666668
Score: 5.551666666666668
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 193
Running with params: {'batchsize': 2, 'learning_rate': 0.028667073380960164, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_2_0.028667073380960164_1
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Timings: Avg: 5.978666666666666, Max: 6.09, Min: 5.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.978666666666666, Max: 6.09, Min: 5.81
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.978666666666666
Score: 5.978666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 194
Running with params: {'batchsize': 16, 'learning_rate': 0.10865815238129255, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.10865815238129255_2
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Timings: Avg: 4.251333333333332, Max: 4.32, Min: 4.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 4.251333333333332, Max: 4.32, Min: 4.12
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 4.251333333333332
Score: 4.251333333333332
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 195
Running with params: {'batchsize': 128, 'learning_rate': 0.8150496110251252, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_128_0.8150496110251252_4
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Timings: Avg: 5.333666666666667, Max: 5.42, Min: 5.109999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 5.333666666666667, Max: 5.42, Min: 5.109999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.333666666666667
Score: 5.333666666666667
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 196
Running with params: {'batchsize': 16, 'learning_rate': 0.07767143398220609, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.07767143398220609_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.821666666666666, Max: 3.89, Min: 3.7199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.821666666666666, Max: 3.89, Min: 3.7199999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.821666666666666
Score: 3.821666666666666
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 197
Running with params: {'batchsize': 32, 'learning_rate': 0.011630610150828651, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_32_0.011630610150828651_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.830999999999999, Max: 3.88, Min: 3.6599999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.830999999999999, Max: 3.88, Min: 3.6599999999999997
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.830999999999999
Score: 3.830999999999999
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 198
Running with params: {'batchsize': 64, 'learning_rate': 0.001478559392552083, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_64_0.001478559392552083_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.3080000000000003, Max: 3.41, Min: 3.18
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: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 199
Running with params: {'batchsize': 16, 'learning_rate': 4.8038725558912196e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_4.8038725558912196e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.810333333333333, Max: 3.87, Min: 3.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.810333333333333, Max: 3.87, Min: 3.65
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.810333333333333
Score: 3.810333333333333
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Optimization Iteration: 200
Running with params: {'batchsize': 16, 'learning_rate': 0.00014949435097643437, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597812512/assert_14133070_16_0.00014949435097643437_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.8223333333333334, Max: 3.88, Min: 3.7399999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.8223333333333334, Max: 3.88, Min: 3.7399999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.8223333333333334
Score: 3.8223333333333334
Best-score: 3.8079999999999994
Best-param: {'batchsize': 16, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 1}
Upto iteration 200: {'batchsize': 2, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 0}
Breaking...
{'batchsize': 2, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 0}
Best score: 3.8079999999999994
Repeated params: 0
Trials: 201
Best param {'batchsize': 2, 'learning_rate': 8.922013905349969e-05, 'num_epochs': 0}
Reduction: 25.71688666363222%
Speedup: 1.3462009803921569x
Optimizer time: 949.7531449794769
