Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
Testname: test_train_fixed
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertGreaterEqual(valid['hits@1'], threshold)
Original runtime: 5.843999999999999
>>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_1597814924/assert_3226975_0.007_4_16
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Timings: Avg: 5.143333333333333, Max: 6.239999999999999, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6937084832549387
Continuing to next batch...
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Timings: Avg: 5.165833333333333, Max: 7.42, Min: 4.8
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.9771978836099511
Evaluating 60 values out of 60
Overall-timings: Avg: 5.165833333333333, Max: 7.42, Min: 4.8
Choosing distribution: beta
Probability of fail (non-zero): 0.17648354606421113
Exceeding max probability of failure: 0.17648354606421113
All-Passed: False
Probabilty of failure: 0.17648354606421113
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.17648354606421113
>>Setting original runtime to 5.165833333333333
Optimization Iteration: 1
Running with params: {'batchsize': 2, 'learning_rate': 4.5379246156955646e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_4.5379246156955646e-05_None
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Timings: Avg: 3.331666666666666, Max: 3.37, 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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 2
Running with params: {'batchsize': 32, 'learning_rate': 0.07145215623617837, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.07145215623617837_None
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Timings: Avg: 3.3303333333333334, 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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 3
Running with params: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.42451399169718207_2
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Timings: Avg: 4.288666666666668, Max: 4.3500000000000005, Min: 4.17
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 3.249668418098403
Continuing to next batch...
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Timings: Avg: 4.2765, Max: 4.37, Min: 4.08
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.4572334788100003
Continuing to next batch...
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Timings: Avg: 4.2781111111111105, Max: 4.37, Min: 4.08
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.8878747014296906
Evaluating 90 values out of 90
Overall-timings: Avg: 4.2781111111111105, Max: 4.37, Min: 4.08
Choosing distribution: gumbel_l
Probability of fail (non-zero): 6.915408799389132e-16
All-Passed: True
Probabilty of failure: 6.915408799389132e-16
Runtime: 4.2781111111111105
Score: 4.2781111111111105
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 4
Running with params: {'batchsize': 2, 'learning_rate': 0.05088465656821408, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.05088465656821408_None
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Timings: Avg: 3.3186666666666667, Max: 3.3600000000000003, Min: 3.1900000000000004
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: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 5
Running with params: {'batchsize': 8, 'learning_rate': 2.6285124793370285e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_2.6285124793370285e-05_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.600666666666665, Max: 11.610000000000001, Min: 10.25
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: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 6
Running with params: {'batchsize': 32, 'learning_rate': 0.015835245062582763, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.015835245062582763_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.340999999999998, Max: 6.63, Min: 3.79
Passed tests : 2
Failed tests : 28
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 7
Running with params: {'batchsize': 2, 'learning_rate': 0.022449929433529667, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.022449929433529667_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.5520000000000005, Max: 7.74, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.5927248643506884
Exceeding current best timeout: 7.5520000000000005 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 8
Running with params: {'batchsize': 64, 'learning_rate': 2.4179953707740812e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_2.4179953707740812e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.526333333333333, Max: 7.75, Min: 7.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2608695652173922
Exceeding current best timeout: 7.526333333333333 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 9
Running with params: {'batchsize': 8, 'learning_rate': 0.0001893491219264902, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_0.0001893491219264902_3
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.5603333333333325, Max: 7.680000000000001, Min: 7.42
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.6539552107881414
Exceeding current best timeout: 7.5603333333333325 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 10
Running with params: {'batchsize': 32, 'learning_rate': 0.00023679061367758516, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.00023679061367758516_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.563, Max: 7.83, Min: 7.3999999999999995
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5084944665313
Exceeding current best timeout: 7.563 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 11
Running with params: {'batchsize': 32, 'learning_rate': 2.9350361885580606e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_2.9350361885580606e-05_4
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Timings: Avg: 7.589, Max: 7.94, Min: 7.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1088784746999165
Exceeding current best timeout: 7.589 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 12
Running with params: {'batchsize': 32, 'learning_rate': 0.19184216504233723, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.19184216504233723_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.563666666666665, Max: 7.67, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.712155809516181
Exceeding current best timeout: 7.563666666666665 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 13
Running with params: {'batchsize': 128, 'learning_rate': 0.009099353597200448, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.009099353597200448_1
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Timings: Avg: 7.646, Max: 8.620000000000001, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.052276298706032
Exceeding current best timeout: 7.646 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 14
Running with params: {'batchsize': 32, 'learning_rate': 0.07170146949729032, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.07170146949729032_2
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Timings: Avg: 7.537000000000001, Max: 7.800000000000001, Min: 7.390000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5357377920848847
Exceeding current best timeout: 7.537000000000001 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 24
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.0009757280003086821_4
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 25
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.424629014920429_2
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 26
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_1.2220094403056368e-05_None
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 27
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.0015202696177116528_2
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 28
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.0003002755180434201_None
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 29
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.0047265033152274465_1
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 30
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.00011783518605832681_4
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Convergence score: 2.1733498914198224
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 31
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_1.208636635213082e-05_None
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 32
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Convergence score: 2.0
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 33
Running with params: {'batchsize': 8, 'learning_rate': 0.37782637897111293, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_0.37782637897111293_2
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Convergence score: 1.2602520756252116
Exceeding current best timeout: 7.521666666666665 > 4.2781111111111105
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 34
Running with params: {'batchsize': 2, 'learning_rate': 0.0065880438815162585, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.0065880438815162585_3
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Convergence score: 1.9508524400165368
Exceeding current best timeout: 7.5443333333333324 > 4.2781111111111105
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 35
Running with params: {'batchsize': 64, 'learning_rate': 0.0028254911785213503, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0028254911785213503_1
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Passed tests : 30
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Converged: True
Convergence score: 0.9172954751000916
Evaluating 30 values out of 30
Overall-timings: Avg: 7.6706666666666665, Max: 8.02, Min: 7.369999999999999
Choosing distribution: laplace
Probability of fail (non-zero): 1.218847617915201e-13
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Probabilty of failure: 1.218847617915201e-13
Runtime: 7.6706666666666665
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 36
Running with params: {'batchsize': 64, 'learning_rate': 0.0017560643994719257, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0017560643994719257_1
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Exceeding current best timeout: 7.752 > 4.2781111111111105
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 37
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.03394390437357014_1
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Passed tests : 30
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Convergence score: 1.31876094679157
Exceeding current best timeout: 7.701333333333333 > 4.2781111111111105
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 38
Running with params: {'batchsize': 64, 'learning_rate': 0.011340532043140889, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.011340532043140889_1
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Timings: Avg: 7.687333333333331, Max: 8.21, Min: 7.33
Passed tests : 30
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Converged: False
Convergence score: 2.007387671367402
Exceeding current best timeout: 7.687333333333331 > 4.2781111111111105
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 39
Running with params: {'batchsize': 64, 'learning_rate': 0.0004963346274943633, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0004963346274943633_1
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Timings: Avg: 7.5826666666666656, Max: 7.79, Min: 7.3999999999999995
Passed tests : 30
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Converged: False
Convergence score: 2.1929639552648603
Exceeding current best timeout: 7.5826666666666656 > 4.2781111111111105
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 40
Running with params: {'batchsize': 64, 'learning_rate': 0.0998344722069274, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0998344722069274_1
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Timings: Avg: 7.575999999999999, Max: 7.78, Min: 7.43
Passed tests : 30
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Convergence score: 3.8783587594066757
Exceeding current best timeout: 7.575999999999999 > 4.2781111111111105
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
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_1597814924/assert_3226975_8_0.0022898362232069533_1
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Timings: Avg: 7.567333333333334, Max: 7.720000000000001, Min: 7.4799999999999995
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.745743121887927
Exceeding current best timeout: 7.567333333333334 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 42
Running with params: {'batchsize': 128, 'learning_rate': 0.028500056071998844, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.028500056071998844_4
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Timings: Avg: 7.543666666666667, Max: 7.9399999999999995, Min: 7.41
Passed tests : 30
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Converged: False
Convergence score: 1.961161351381838
Exceeding current best timeout: 7.543666666666667 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 43
Running with params: {'batchsize': 16, 'learning_rate': 0.00010591488594506465, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.00010591488594506465_2
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Timings: Avg: 7.586666666666667, Max: 7.7, Min: 7.489999999999999
Passed tests : 30
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Convergence score: 2.886751345948126
Exceeding current best timeout: 7.586666666666667 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 44
Running with params: {'batchsize': 64, 'learning_rate': 0.24948897984279, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.24948897984279_3
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Timings: Avg: 7.615333333333335, Max: 7.9, Min: 7.4399999999999995
Passed tests : 30
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Convergence score: 1.841501841502772
Exceeding current best timeout: 7.615333333333335 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 45
Running with params: {'batchsize': 16, 'learning_rate': 0.007385859782179877, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.007385859782179877_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.651000000000001, Max: 7.890000000000001, Min: 7.41
Passed tests : 30
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Convergence score: 1.3560568951471217
Exceeding current best timeout: 7.651000000000001 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 46
Running with params: {'batchsize': 64, 'learning_rate': 0.020236171182439148, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.020236171182439148_2
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Timings: Avg: 7.594666666666666, Max: 7.73, Min: 7.43
Passed tests : 30
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Convergence score: 1.4142135623730936
Exceeding current best timeout: 7.594666666666666 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 47
Running with params: {'batchsize': 8, 'learning_rate': 0.0478197317587491, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_0.0478197317587491_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.568, Max: 7.97, Min: 7.4399999999999995
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3779972440082648
Exceeding current best timeout: 7.568 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 48
Running with params: {'batchsize': 32, 'learning_rate': 0.0029969381507953803, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.0029969381507953803_1
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Timings: Avg: 7.606666666666667, Max: 8.370000000000001, Min: 7.41
Passed tests : 30
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Converged: False
Convergence score: 3.433758534669933
Exceeding current best timeout: 7.606666666666667 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 49
Running with params: {'batchsize': 128, 'learning_rate': 0.012767977721652272, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.012767977721652272_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.597666666666666, Max: 7.89, Min: 7.3
Passed tests : 30
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Converged: False
Convergence score: 1.3368478455539186
Exceeding current best timeout: 7.597666666666666 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 50
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Optimization Iteration: 51
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Optimization Iteration: 59
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_1.931914823749621e-05_4
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_7.612495642836326e-05_1
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Optimization Iteration: 61
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Optimization Iteration: 65
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Optimization Iteration: 67
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Failed tests : 0
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Convergence score: 2.1566554640687685
Exceeding current best timeout: 7.5633333333333335 > 4.2781111111111105
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 68
Running with params: {'batchsize': 64, 'learning_rate': 0.0330256980489912, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0330256980489912_1
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Convergence score: 1.325697960719736
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 69
Running with params: {'batchsize': 128, 'learning_rate': 0.010594237854499294, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.010594237854499294_2
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Convergence score: 4.1367257583746175
Exceeding current best timeout: 7.559333333333333 > 4.2781111111111105
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 70
Running with params: {'batchsize': 64, 'learning_rate': 0.0007818754516110065, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0007818754516110065_3
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Convergence score: 1.8378003265209883
Exceeding current best timeout: 7.579666666666666 > 4.2781111111111105
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 71
Running with params: {'batchsize': 64, 'learning_rate': 0.0002696475347318557, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0002696475347318557_3
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Timings: Avg: 7.564000000000001, Max: 7.83, Min: 7.369999999999999
Passed tests : 30
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Converged: True
Convergence score: 0.7570542214781283
Evaluating 30 values out of 30
Overall-timings: Avg: 7.564000000000001, Max: 7.83, Min: 7.369999999999999
Choosing distribution: gumbel_l
Probability of fail (non-zero): 4.338587011208508e-15
All-Passed: True
Probabilty of failure: 4.338587011208508e-15
Runtime: 7.564000000000001
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 72
Running with params: {'batchsize': 64, 'learning_rate': 0.00033794985938387275, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.00033794985938387275_3
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Passed tests : 30
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Converged: False
Convergence score: 1.4149499402216732
Exceeding current best timeout: 7.567666666666666 > 4.2781111111111105
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 73
Running with params: {'batchsize': 64, 'learning_rate': 7.386217256543357e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_7.386217256543357e-05_3
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Passed tests : 30
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Converged: False
Convergence score: 1.6818826599284364
Exceeding current best timeout: 7.576666666666668 > 4.2781111111111105
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 74
Running with params: {'batchsize': 64, 'learning_rate': 0.0022337496776607692, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0022337496776607692_3
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Timings: Avg: 7.613333333333334, Max: 8.280000000000001, Min: 7.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.2360679774997805
Exceeding current best timeout: 7.613333333333334 > 4.2781111111111105
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 75
Running with params: {'batchsize': 64, 'learning_rate': 0.01624832114629939, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.01624832114629939_3
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Timings: Avg: 7.540333333333334, Max: 7.83, Min: 7.24
Passed tests : 30
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Converged: False
Convergence score: 1.5152534792633359
Exceeding current best timeout: 7.540333333333334 > 4.2781111111111105
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 76
Running with params: {'batchsize': 64, 'learning_rate': 1.7177158544735708e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_1.7177158544735708e-05_3
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Timings: Avg: 7.578, Max: 7.8100000000000005, Min: 7.35
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8257418583505602
Exceeding current best timeout: 7.578 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 77
Running with params: {'batchsize': 16, 'learning_rate': 4.0158398503855597e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_4.0158398503855597e-05_4
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Timings: Avg: 7.558666666666667, Max: 7.9399999999999995, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.695048270344998
Exceeding current best timeout: 7.558666666666667 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 78
Running with params: {'batchsize': 64, 'learning_rate': 0.00016330769023595518, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.00016330769023595518_3
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Timings: Avg: 7.6083333333333325, Max: 8.49, Min: 7.359999999999999
Passed tests : 30
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Converged: False
Convergence score: 1.1851136578499388
Exceeding current best timeout: 7.6083333333333325 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 79
Running with params: {'batchsize': 8, 'learning_rate': 0.0004458826977102545, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_0.0004458826977102545_3
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Timings: Avg: 7.553999999999999, Max: 7.85, Min: 7.4
Passed tests : 30
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Convergence score: 2.9068883707497317
Exceeding current best timeout: 7.553999999999999 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 80
Running with params: {'batchsize': 64, 'learning_rate': 0.0006943580989174882, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0006943580989174882_None
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Timings: Avg: 7.558666666666667, Max: 7.7, Min: 7.38
Passed tests : 30
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Converged: False
Convergence score: 1.5751230612964422
Exceeding current best timeout: 7.558666666666667 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 81
Running with params: {'batchsize': 16, 'learning_rate': 0.00022948037612157297, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.00022948037612157297_2
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Timings: Avg: 7.5536666666666665, Max: 7.74, Min: 7.41
Passed tests : 30
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Converged: False
Convergence score: 1.6398244998303628
Exceeding current best timeout: 7.5536666666666665 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 82
Running with params: {'batchsize': 64, 'learning_rate': 0.0013183396312547125, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0013183396312547125_1
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Timings: Avg: 7.589666666666668, Max: 7.96, Min: 7.4
Passed tests : 30
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Converged: False
Convergence score: 2.2135943621178673
Exceeding current best timeout: 7.589666666666668 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 83
Running with params: {'batchsize': 2, 'learning_rate': 0.007800320625582928, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.007800320625582928_4
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Timings: Avg: 7.553, Max: 7.78, Min: 7.38
Passed tests : 30
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Converged: False
Convergence score: 1.914854215512684
Exceeding current best timeout: 7.553 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 84
Running with params: {'batchsize': 16, 'learning_rate': 0.0040873367651047465, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.0040873367651047465_3
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Timings: Avg: 7.539000000000001, Max: 7.67, Min: 7.42
Passed tests : 30
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Converged: False
Convergence score: 3.5074671176498984
Exceeding current best timeout: 7.539000000000001 > 4.2781111111111105
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 85
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Optimization Iteration: 86
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Optimization Iteration: 87
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_9.496735463737498e-05_None
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Convergence score: 2.5298221281346858
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 90
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 91
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 92
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Convergence score: 1.6497523595668655
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 93
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Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 94
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_8_0.45938786468400883_3
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 95
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_128_0.31156560504691083_None
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 96
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_5.961715149429777e-05_2
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 97
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_16_0.00027171064732442495_1
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Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 98
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_32_0.004918921898077779_4
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 99
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_2_0.009285224459908993_3
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Timings: Avg: 7.546333333333334, Max: 7.6899999999999995, Min: 7.319999999999999
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Convergence score: 1.7056057308448789
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Optimization Iteration: 100
Running with params: {'batchsize': 64, 'learning_rate': 0.0006528340586571725, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597814924/assert_3226975_64_0.0006528340586571725_2
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Timings: Avg: 7.565, Max: 7.82, Min: 7.42
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Convergence score: 1.7294942736181234
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Score: 3.4028234663852886e+38
Best-score: 4.2781111111111105
Best-param: {'batchsize': 16, 'learning_rate': 0.42451399169718207, 'num_epochs': 2}
Upto iteration 100: {'batchsize': 2, 'learning_rate': 0.42451399169718207, 'num_epochs': 1}
Breaking...
{'batchsize': 2, 'learning_rate': 0.42451399169718207, 'num_epochs': 1}
Best score: 4.2781111111111105
Repeated params: 0
Trials: 101
Best param {'batchsize': 2, 'learning_rate': 0.42451399169718207, 'num_epochs': 1}
Reduction: 17.184492122385333%
Speedup: 1.2075033114302782x
Optimizer time: 819.5492987632751
