Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: TestMemNN
Testname: test_eval_inline
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertGreaterEqual(valid['hits@1'], threshold)
Original runtime: 4.217
>>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_1597816360/assert_6884767_0.007_4_16
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Timings: Avg: 4.003000000000001, Max: 4.62, Min: 3.89
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.547619047619047
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Timings: Avg: 4.0295000000000005, Max: 5.28, Min: 3.83
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.8239995469897189
Evaluating 60 values out of 60
Overall-timings: Avg: 4.0295000000000005, Max: 5.28, Min: 3.83
Choosing distribution: dweibull
Probability of fail (non-zero): 0.028963994750060444
Exceeding max probability of failure: 0.028963994750060444
All-Passed: False
Probabilty of failure: 0.028963994750060444
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.028963994750060444
>>Setting original runtime to 4.0295000000000005
Optimization Iteration: 1
Running with params: {'batchsize': 2, 'learning_rate': 0.0005421017626260534, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_2_0.0005421017626260534_4
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Timings: Avg: 11.81, Max: 12.030000000000001, Min: 11.6
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 2
Running with params: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.23830800923158663_1
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Timings: Avg: 4.738333333333334, Max: 4.8, Min: 4.66
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3840133517226205
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Timings: Avg: 4.7505, Max: 4.83, Min: 4.66
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.5185963973813946
Evaluating 60 values out of 60
Overall-timings: Avg: 4.7505, Max: 4.83, Min: 4.66
Choosing distribution: cauchy
Probability of fail (non-zero): 0.01673524379004665
All-Passed: True
Probabilty of failure: 0.01673524379004665
Runtime: 4.7505
Score: 4.7505
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 3
Running with params: {'batchsize': 128, 'learning_rate': 0.2917529991328919, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.2917529991328919_4
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Timings: Avg: 5.059666666666667, Max: 5.15, Min: 4.91
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.492229315562889
Exceeding current best timeout: 5.059666666666667 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 4
Running with params: {'batchsize': 2, 'learning_rate': 0.008807501322725087, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_2_0.008807501322725087_None
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Timings: Avg: 5.063999999999999, Max: 5.140000000000001, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3736056394868978
Exceeding current best timeout: 5.063999999999999 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 5
Running with params: {'batchsize': 16, 'learning_rate': 4.546289319706885e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_16_4.546289319706885e-05_1
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Timings: Avg: 5.052666666666666, Max: 5.15, Min: 4.9
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 4.46618500631561
Exceeding current best timeout: 5.052666666666666 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 6
Running with params: {'batchsize': 128, 'learning_rate': 8.740570859660851e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_8.740570859660851e-05_4
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Timings: Avg: 5.059333333333334, Max: 5.15, Min: 4.98
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0790962279618572
Exceeding current best timeout: 5.059333333333334 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 7
Running with params: {'batchsize': 8, 'learning_rate': 0.00030666921653269973, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_8_0.00030666921653269973_3
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Timings: Avg: 5.053333333333334, Max: 5.140000000000001, Min: 4.8999999999999995
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6437664478136167
Exceeding current best timeout: 5.053333333333334 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 8
Running with params: {'batchsize': 128, 'learning_rate': 0.005567571342470202, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.005567571342470202_None
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Timings: Avg: 5.073333333333333, Max: 5.17, Min: 4.9
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1340230290662843
Exceeding current best timeout: 5.073333333333333 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 9
Running with params: {'batchsize': 64, 'learning_rate': 8.723207626179298e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_64_8.723207626179298e-05_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.054, Max: 5.14, Min: 4.94
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.6678918753996683
Exceeding current best timeout: 5.054 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 10
Running with params: {'batchsize': 32, 'learning_rate': 0.17544970647035726, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_32_0.17544970647035726_1
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Timings: Avg: 5.056333333333334, Max: 5.14, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1106649550318037
Exceeding current best timeout: 5.056333333333334 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 11
Running with params: {'batchsize': 2, 'learning_rate': 0.03425369966558876, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_2_0.03425369966558876_3
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Timings: Avg: 5.046666666666666, Max: 5.12, Min: 4.79
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.118306032490195
Exceeding current best timeout: 5.046666666666666 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 12
Running with params: {'batchsize': 32, 'learning_rate': 0.023051510744113095, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_32_0.023051510744113095_4
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Timings: Avg: 5.066333333333334, Max: 5.16, Min: 4.92
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0412414523193148
Exceeding current best timeout: 5.066333333333334 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 13
Running with params: {'batchsize': 128, 'learning_rate': 0.37331022732085184, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.37331022732085184_3
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Timings: Avg: 5.066000000000001, Max: 5.15, Min: 5.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9968263963124638
Evaluating 30 values out of 30
Overall-timings: Avg: 5.066000000000001, Max: 5.15, Min: 5.0
Choosing distribution: cauchy
Probability of fail (non-zero): 0.007465996850020917
All-Passed: True
Probabilty of failure: 0.007465996850020917
Runtime: 5.066000000000001
Score: 5.066000000000001
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 14
Running with params: {'batchsize': 64, 'learning_rate': 0.048518685380273666, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_64_0.048518685380273666_3
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Timings: Avg: 5.051999999999999, Max: 5.14, Min: 4.890000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.7499999999999942
Exceeding current best timeout: 5.051999999999999 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 15
Running with params: {'batchsize': 64, 'learning_rate': 2.088899369127565e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_64_2.088899369127565e-05_4
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Timings: Avg: 5.069999999999999, Max: 5.140000000000001, Min: 4.98
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.412090756622109
Exceeding current best timeout: 5.069999999999999 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 16
Running with params: {'batchsize': 128, 'learning_rate': 0.004975723833715267, 'num_epochs': 1}
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Best-score: 4.7505
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Optimization Iteration: 17
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.0003497994702432303_None
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Exceeding current best timeout: 5.055000000000001 > 4.0295000000000005
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Optimization Iteration: 18
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Exceeding current best timeout: 5.062333333333333 > 4.0295000000000005
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Optimization Iteration: 19
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Convergence score: 3.231993677674823
Exceeding current best timeout: 5.085333333333334 > 4.0295000000000005
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Best-score: 4.7505
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Optimization Iteration: 20
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_8_0.08635539599167055_None
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Convergence score: 1.179535649239171
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Convergence score: 1.6472219407838176
Exceeding current best timeout: 5.0488333333333335 > 4.0295000000000005
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 21
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_16_0.6286243712924856_2
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Exceeding current best timeout: 5.062333333333333 > 4.0295000000000005
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Best-score: 4.7505
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Optimization Iteration: 22
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Convergence score: 1.4829975951246235
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Best-score: 4.7505
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Optimization Iteration: 23
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Convergence score: 2.349502349503526
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 24
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.21624953608752473_1
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Timings: Avg: 5.046666666666666, Max: 5.16, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7811334658849433
Evaluating 30 values out of 30
Overall-timings: Avg: 5.046666666666666, Max: 5.16, Min: 4.96
Choosing distribution: gumbel_l
Probability of fail (non-zero): 1.0579141664616208e-16
All-Passed: True
Probabilty of failure: 1.0579141664616208e-16
Runtime: 5.046666666666666
Score: 5.046666666666666
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 25
Running with params: {'batchsize': 16, 'learning_rate': 0.15131211321695526, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_16_0.15131211321695526_1
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Timings: Avg: 5.068666666666668, Max: 5.14, Min: 4.93
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Converged: False
Convergence score: 3.0
Exceeding current best timeout: 5.068666666666668 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 26
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Convergence score: 1.1043525680662878
Exceeding current best timeout: 5.0406666666666675 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 27
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Passed tests : 30
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Converged: False
Convergence score: 2.1566554640687694
Exceeding current best timeout: 5.058000000000002 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
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_1597816360/assert_6884767_32_0.001985046735869414_1
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Timings: Avg: 5.053000000000001, Max: 5.14, Min: 4.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.6454972243679034
Evaluating 30 values out of 30
Overall-timings: Avg: 5.053000000000001, Max: 5.14, Min: 4.9
Choosing distribution: t
Probability of fail (non-zero): 1.8991603954980247e-05
All-Passed: True
Probabilty of failure: 1.8991603954980247e-05
Runtime: 5.053000000000001
Score: 5.053000000000001
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 29
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.0010148585926681802_1
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Timings: Avg: 5.041333333333333, Max: 5.13, Min: 4.88
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Convergence score: 1.788854381999827
Exceeding current best timeout: 5.041333333333333 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 30
Running with params: {'batchsize': 128, 'learning_rate': 0.3681430477701417, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.3681430477701417_2
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Timings: Avg: 5.066000000000001, Max: 5.15, Min: 4.98
Passed tests : 30
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Convergence score: 1.25356634105602
Exceeding current best timeout: 5.066000000000001 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 31
Running with params: {'batchsize': 128, 'learning_rate': 0.013831933780631033, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.013831933780631033_1
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Timings: Avg: 5.039333333333333, Max: 5.15, Min: 4.73
Passed tests : 30
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Convergence score: 3.032986148191972
Exceeding current best timeout: 5.039333333333333 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 32
Running with params: {'batchsize': 2, 'learning_rate': 0.06793701616101686, 'num_epochs': 1}
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Timings: Avg: 5.042000000000002, Max: 5.11, Min: 4.82
Passed tests : 30
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Convergence score: 2.5166114784235893
Exceeding current best timeout: 5.042000000000002 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 33
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Optimization Iteration: 34
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Optimization Iteration: 35
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Optimization Iteration: 36
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Best-score: 4.7505
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Optimization Iteration: 37
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Convergence score: 0.8075728530872422
Evaluating 30 values out of 30
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Choosing distribution: dweibull
Probability of fail (non-zero): 4.250672977061e-72
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Best-score: 4.7505
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Optimization Iteration: 40
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Convergence score: 1.4320780207890662
Exceeding current best timeout: 5.079666666666666 > 4.0295000000000005
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Best-score: 4.7505
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Optimization Iteration: 41
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Convergence score: 3.5919965234379307
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_32_0.0007555529100796942_3
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Best-score: 4.7505
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Optimization Iteration: 43
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Best-score: 4.7505
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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_1597816360/assert_6884767_128_0.007431277342871657_1
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_2_0.06298612608562972_4
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Exceeding current best timeout: 5.066999999999999 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 46
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.22383992072255735_3
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Convergence score: 3.161714927241027
Exceeding current best timeout: 5.058666666666666 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_64_0.041205902024727695_None
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Convergence score: 1.4255520727253392
Exceeding current best timeout: 5.061666666666666 > 4.0295000000000005
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Best-score: 4.7505
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Optimization Iteration: 48
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Timings: Avg: 5.031333333333333, Max: 5.13, Min: 4.8
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Convergence score: 2.400980191995124
Exceeding current best timeout: 5.031333333333333 > 4.0295000000000005
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 49
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Timings: Avg: 5.056, Max: 5.15, Min: 4.9399999999999995
Passed tests : 30
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Convergence score: 4.472135954999579
Exceeding current best timeout: 5.056 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 50
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_16_0.00027113240581808193_4
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Timings: Avg: 5.0586666666666655, Max: 5.12, Min: 4.98
Passed tests : 30
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Convergence score: 1.7677669529663709
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 69
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.8876055307253178_4
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Best-score: 4.7505
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Optimization Iteration: 70
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Best-score: 4.7505
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Optimization Iteration: 71
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Convergence score: 2.297872881649415
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Converged: True
Convergence score: 0.879685810793083
Evaluating 60 values out of 60
Overall-timings: Avg: 5.0391666666666675, Max: 5.13, Min: 4.78
Choosing distribution: dweibull
Probability of fail (non-zero): 6.9361179365544925e-40
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Runtime: 5.0391666666666675
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Best-score: 4.7505
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Optimization Iteration: 72
Running with params: {'batchsize': 128, 'learning_rate': 0.28356141825782294, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.28356141825782294_4
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Exceeding current best timeout: 5.0520000000000005 > 4.0295000000000005
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Optimization Iteration: 73
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Convergence score: 2.345207879911702
Exceeding current best timeout: 5.047333333333333 > 4.0295000000000005
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Best-score: 4.7505
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Optimization Iteration: 74
Running with params: {'batchsize': 8, 'learning_rate': 0.03538759287911566, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_8_0.03538759287911566_4
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Convergence score: 1.7641057126819977
Exceeding current best timeout: 5.048000000000002 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_128_0.07064182416227788_1
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Convergence score: 1.4544545742249952
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_128_0.3133644567017041_1
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Timings: Avg: 5.05, Max: 5.1000000000000005, Min: 4.99
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Converged: True
Convergence score: 0.820609939862221
Evaluating 30 values out of 30
Overall-timings: Avg: 5.05, Max: 5.1000000000000005, Min: 4.99
Choosing distribution: gumbel_l
Probability of fail (non-zero): 7.165826622881454e-16
All-Passed: True
Probabilty of failure: 7.165826622881454e-16
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Score: 5.05
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 77
Running with params: {'batchsize': 64, 'learning_rate': 0.049483211157825155, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_64_0.049483211157825155_4
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Convergence score: 3.7097041340118704
Exceeding current best timeout: 5.066666666666666 > 4.0295000000000005
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Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 4.7505
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Optimization Iteration: 78
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Convergence score: 2.739260137206896
Exceeding current best timeout: 5.073666666666667 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 79
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Passed tests : 30
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Convergence score: 1.5583874449479649
Exceeding current best timeout: 5.047000000000001 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 80
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.12971590635712227_2
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Convergence score: 1.1947923148831618
Exceeding current best timeout: 5.057666666666666 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 81
Running with params: {'batchsize': 16, 'learning_rate': 0.5809958549544298, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_16_0.5809958549544298_3
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Convergence score: 1.6770509831248446
Exceeding current best timeout: 5.045000000000001 > 4.0295000000000005
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Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 82
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_32_0.08111090576423333_1
Launching 30 jobs, 30 in parallel
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Passed tests : 30
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Convergence score: 2.6976864090776913
Exceeding current best timeout: 5.054666666666667 > 4.0295000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 83
Running with params: {'batchsize': 8, 'learning_rate': 0.2801746617444641, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_8_0.2801746617444641_4
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Timings: Avg: 5.073666666666666, Max: 5.14, Min: 4.96
Passed tests : 30
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Convergence score: 1.511857892036907
Exceeding current best timeout: 5.073666666666666 > 4.0295000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_128_0.030347017728592707_1
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Timings: Avg: 5.044666666666667, Max: 5.21, Min: 4.82
Passed tests : 30
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Convergence score: 1.9780605271328386
Exceeding current best timeout: 5.044666666666667 > 4.0295000000000005
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, '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_1597816360/assert_6884767_64_0.45272878495124386_1
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Optimization Iteration: 86
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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_1597816360/assert_6884767_16_0.7293919563167313_1
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Best-score: 4.7505
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Optimization Iteration: 90
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_32_0.002197247154962357_3
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Best-score: 4.7505
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Optimization Iteration: 91
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Convergence score: 2.565164940969142
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 92
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Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_8_0.01886087871948057_4
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Best-score: 4.7505
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Optimization Iteration: 93
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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_1597816360/assert_6884767_64_6.201935930959876e-05_None
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Convergence score: 1.4729193886373197
Exceeding current best timeout: 5.0649999999999995 > 4.0295000000000005
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Probabilty of failure: 1.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
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_1597816360/assert_6884767_2_0.3704358983524696_3
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Convergence score: 2.160246899469287
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Best-score: 4.7505
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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_1597816360/assert_6884767_128_0.00019906782623575737_2
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Best-score: 4.7505
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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_1597816360/assert_6884767_128_2.4059389737725435e-05_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.059, Max: 5.16, Min: 4.95
Passed tests : 30
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Converged: True
Convergence score: 0.800132264198632
Evaluating 30 values out of 30
Overall-timings: Avg: 5.059, Max: 5.16, Min: 4.95
Choosing distribution: gumbel_l
Probability of fail (non-zero): 1.0744408011893735e-12
All-Passed: True
Probabilty of failure: 1.0744408011893735e-12
Runtime: 5.059
Score: 5.059
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
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_1597816360/assert_6884767_32_0.05598527527354262_4
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Convergence score: 2.3299294900428644
Exceeding current best timeout: 5.0459999999999985 > 4.0295000000000005
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Probabilty of failure: 1.0
Runtime: 10000.0
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Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
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_1597816360/assert_6884767_16_0.18111899828706443_1
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Passed tests : 30
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Convergence score: 1.5118578920369175
Exceeding current best timeout: 5.050333333333334 > 4.0295000000000005
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Optimization Iteration: 100
Running with params: {'batchsize': 128, 'learning_rate': 0.0014899239390486147, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1parlai/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597802798_parlai/run_1597816360/assert_6884767_128_0.0014899239390486147_1
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Timings: Avg: 5.027333333333333, Max: 5.130000000000001, Min: 4.68
Passed tests : 30
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Converged: False
Convergence score: 1.641565363336246
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.047, Max: 5.21, Min: 4.68
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.5898348713401844
Evaluating 60 values out of 60
Overall-timings: Avg: 5.047, Max: 5.21, Min: 4.68
Choosing distribution: gamma
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.047
Score: 5.047
Best-score: 4.7505
Best-param: {'batchsize': 128, 'learning_rate': 0.23830800923158663, 'num_epochs': 1}
Upto iteration 100: {'batchsize': 5, 'learning_rate': 0.23830800923158663, 'num_epochs': 0}
Breaking...
{'batchsize': 5, 'learning_rate': 0.23830800923158663, 'num_epochs': 0}
Best score: 4.7505
Repeated params: 0
Trials: 101
Best param {'batchsize': 5, 'learning_rate': 0.23830800923158663, 'num_epochs': 0}
Reduction: 0.0%
Speedup: 1.0x
Optimizer time: 573.0061345100403
