Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: _AbstractTRATest
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: 2.801
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.007, 'num_epochs': 4, 'batchsize': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_0.007_4_16
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Timings: Avg: 3.3059999999999996, Max: 3.3600000000000003, Min: 3.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3059999999999996, Max: 3.3600000000000003, Min: 3.17
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Something failed
Optimization Iteration: 2
Running with params: {'batchsize': 2, 'learning_rate': 1.556231663587623e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_1.556231663587623e-05_2
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Timings: Avg: 3.311333333333333, Max: 3.35, Min: 3.2300000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.311333333333333, Max: 3.35, Min: 3.2300000000000004
No Samples!!
Exceeding max probability of failure: 1.0
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': 32, 'learning_rate': 0.02416812519500797, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.02416812519500797_4
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Timings: Avg: 3.3103333333333333, Max: 3.3600000000000003, Min: 3.2199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.3103333333333333, Max: 3.3600000000000003, Min: 3.2199999999999998
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Exceeding max probability of failure: 1.0
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: 4
Running with params: {'batchsize': 128, 'learning_rate': 0.046345720808367415, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_0.046345720808367415_3
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Timings: Avg: 3.325666666666666, Max: 3.37, Min: 3.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.325666666666666, Max: 3.37, Min: 3.25
No Samples!!
Exceeding max probability of failure: 1.0
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: 5
Running with params: {'batchsize': 64, 'learning_rate': 0.0003051312742849465, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.0003051312742849465_3
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Timings: Avg: 3.3370000000000006, Max: 3.3899999999999997, Min: 3.2199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3370000000000006, Max: 3.3899999999999997, Min: 3.2199999999999998
No Samples!!
Exceeding max probability of failure: 1.0
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: 6
Running with params: {'batchsize': 8, 'learning_rate': 3.987299007535079e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_8_3.987299007535079e-05_3
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Timings: Avg: 3.313333333333333, Max: 3.37, Min: 3.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.313333333333333, Max: 3.37, Min: 3.23
No Samples!!
Exceeding max probability of failure: 1.0
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: 7
Running with params: {'batchsize': 64, 'learning_rate': 0.0007664913917961081, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.0007664913917961081_2
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Timings: Avg: 3.332666666666667, Max: 3.38, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.332666666666667, Max: 3.38, Min: 3.24
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Exceeding max probability of failure: 1.0
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: 8
Running with params: {'batchsize': 64, 'learning_rate': 0.006559723925771503, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.006559723925771503_2
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Timings: Avg: 3.345333333333334, Max: 3.4099999999999997, Min: 3.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.345333333333334, Max: 3.4099999999999997, Min: 3.2
No Samples!!
Exceeding max probability of failure: 1.0
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: 9
Running with params: {'batchsize': 128, 'learning_rate': 1.6695488007495205e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_1.6695488007495205e-05_2
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Timings: Avg: 3.3746666666666676, Max: 3.44, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3746666666666676, Max: 3.44, Min: 3.29
No Samples!!
Exceeding max probability of failure: 1.0
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: 10
Running with params: {'batchsize': 16, 'learning_rate': 0.463084955711608, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_16_0.463084955711608_3
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Timings: Avg: 3.3683333333333336, Max: 3.42, Min: 3.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3683333333333336, Max: 3.42, Min: 3.25
No Samples!!
Exceeding max probability of failure: 1.0
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: 11
Running with params: {'batchsize': 128, 'learning_rate': 1.8085469844084548e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_1.8085469844084548e-05_3
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Timings: Avg: 3.3843333333333336, Max: 3.4400000000000004, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3843333333333336, Max: 3.4400000000000004, Min: 3.2800000000000002
No Samples!!
Exceeding max probability of failure: 1.0
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: 12
Running with params: {'batchsize': 16, 'learning_rate': 0.1807058378303891, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_16_0.1807058378303891_4
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Timings: Avg: 3.3756666666666666, Max: 3.44, Min: 3.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3756666666666666, Max: 3.44, Min: 3.25
No Samples!!
Exceeding max probability of failure: 1.0
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: 13
Running with params: {'batchsize': 32, 'learning_rate': 0.001372767474300496, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.001372767474300496_4
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Optimization Iteration: 14
Running with params: {'batchsize': 128, 'learning_rate': 0.0016474903840868462, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_0.0016474903840868462_None
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Optimization Iteration: 15
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.00028780205107945613_3
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Optimization Iteration: 16
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_2.425063807077933e-05_1
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Optimization Iteration: 17
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_8_2.2650443030616694e-05_None
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 18
Running with params: {'batchsize': 16, 'learning_rate': 0.0002807957555700137, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_16_0.0002807957555700137_3
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Converged: True
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'batchsize': 8, 'learning_rate': 0.031553126415391694, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_8_0.031553126415391694_None
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Converged: True
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 20
Running with params: {'batchsize': 128, 'learning_rate': 0.002738414680877766, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_0.002738414680877766_None
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Timings: Avg: 3.3920000000000003, Max: 3.4400000000000004, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 21
Running with params: {'batchsize': 64, 'learning_rate': 0.027581059078947676, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.027581059078947676_1
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 22
Running with params: {'batchsize': 2, 'learning_rate': 0.00889866399163498, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.00889866399163498_None
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3966666666666665, Max: 3.44, Min: 3.3
No Samples!!
Exceeding max probability of failure: 1.0
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: 23
Running with params: {'batchsize': 2, 'learning_rate': 0.00011299630926001254, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.00011299630926001254_2
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Timings: Avg: 3.3819999999999997, Max: 3.42, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3819999999999997, Max: 3.42, Min: 3.2800000000000002
No Samples!!
Exceeding max probability of failure: 1.0
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: 24
Running with params: {'batchsize': 64, 'learning_rate': 0.18502032596988666, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.18502032596988666_1
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Timings: Avg: 3.3963333333333328, Max: 3.45, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3963333333333328, Max: 3.45, Min: 3.3
No Samples!!
Exceeding max probability of failure: 1.0
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: 25
Running with params: {'batchsize': 2, 'learning_rate': 0.008424719454558402, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.008424719454558402_2
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Timings: Avg: 3.403333333333333, Max: 3.44, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.403333333333333, Max: 3.44, Min: 3.3
No Samples!!
Exceeding max probability of failure: 1.0
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: 26
Running with params: {'batchsize': 2, 'learning_rate': 7.513608920056482e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_7.513608920056482e-05_2
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Optimization Iteration: 27
Running with params: {'batchsize': 64, 'learning_rate': 0.5951303624568867, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.5951303624568867_1
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Optimization Iteration: 28
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.009207687154717403_2
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Optimization Iteration: 29
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_6.856859759364061e-05_2
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Optimization Iteration: 30
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.555125640926811_1
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Optimization Iteration: 31
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.014636012285872383_2
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Best-param: None
Optimization Iteration: 32
Running with params: {'batchsize': 2, 'learning_rate': 1.0722550242381657e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_1.0722550242381657e-05_2
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 33
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.09724807383741377_1
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Timings: Avg: 3.392333333333333, Max: 3.45, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 34
Running with params: {'batchsize': 2, 'learning_rate': 0.054636973691484104, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.054636973691484104_4
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 35
Running with params: {'batchsize': 2, 'learning_rate': 1.0694165252731783e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_1.0694165252731783e-05_2
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Timings: Avg: 3.3909999999999996, Max: 3.45, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.3909999999999996, Max: 3.45, Min: 3.29
No Samples!!
Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 36
Running with params: {'batchsize': 32, 'learning_rate': 0.09751645894661908, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.09751645894661908_1
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Timings: Avg: 3.383666666666666, Max: 3.44, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.383666666666666, Max: 3.44, Min: 3.24
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 37
Running with params: {'batchsize': 64, 'learning_rate': 0.0005393351096803672, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.0005393351096803672_1
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Timings: Avg: 3.394333333333334, Max: 3.4400000000000004, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.394333333333334, Max: 3.4400000000000004, Min: 3.3
No Samples!!
Exceeding max probability of failure: 1.0
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: 38
Running with params: {'batchsize': 8, 'learning_rate': 0.00571680015509072, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_8_0.00571680015509072_None
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Optimization Iteration: 39
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.002619146865938425_None
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_16_0.00012338801093870745_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.0001426761586149213_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.2951843451613815_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.0008080636816867925_1
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Optimization Iteration: 44
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_0.0054649153918960485_2
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Best-param: None
Optimization Iteration: 45
Running with params: {'batchsize': 16, 'learning_rate': 0.016021194496938576, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_16_0.016021194496938576_2
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 46
Running with params: {'batchsize': 2, 'learning_rate': 4.008532930425401e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_4.008532930425401e-05_3
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Passed tests : 30
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Converged: True
Convergence score: 0.0
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Runtime: 10000.0
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Best-param: None
Optimization Iteration: 47
Running with params: {'batchsize': 8, 'learning_rate': 6.0550213853511744e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_8_6.0550213853511744e-05_4
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Passed tests : 30
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Converged: True
Convergence score: 0.0
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Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 48
Running with params: {'batchsize': 64, 'learning_rate': 0.6855113915008519, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_64_0.6855113915008519_1
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
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No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 49
Running with params: {'batchsize': 32, 'learning_rate': 0.000454006530095141, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_32_0.000454006530095141_3
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
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No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 50
Running with params: {'batchsize': 128, 'learning_rate': 0.0010169627560704878, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_128_0.0010169627560704878_2
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Timings: Avg: 3.3859999999999997, Max: 3.45, Min: 3.2199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
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No Samples!!
Exceeding max probability of failure: 1.0
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: 51
Running with params: {'batchsize': 2, 'learning_rate': 0.0016758746257144756, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645076/assert_79095293_2_0.0016758746257144756_2
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Timings: Avg: 3.401333333333333, Max: 3.45, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.401333333333333, Max: 3.45, Min: 3.3
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 143, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 187.92080950737
