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_batch_all
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: 2.8560000000000003
>>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_1597645268/assert_41371276_0.007_4_16
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Timings: Avg: 3.397666666666667, Max: 3.44, Min: 3.3099999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.397666666666667, Max: 3.44, Min: 3.3099999999999996
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': 64, 'learning_rate': 0.007103654836039532, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.007103654836039532_3
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Timings: Avg: 3.393666666666667, Max: 3.43, Min: 3.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.393666666666667, Max: 3.43, Min: 3.27
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': 16, 'learning_rate': 0.23777512361944467, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_16_0.23777512361944467_2
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Timings: Avg: 3.3983333333333334, Max: 3.45, Min: 3.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3983333333333334, Max: 3.45, 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: 4
Running with params: {'batchsize': 32, 'learning_rate': 1.3218284426608757e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_1.3218284426608757e-05_4
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Timings: Avg: 3.399, Max: 3.4400000000000004, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.399, Max: 3.4400000000000004, 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: 5
Running with params: {'batchsize': 8, 'learning_rate': 0.06629323299071913, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_0.06629323299071913_None
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Timings: Avg: 3.413666666666667, Max: 3.4800000000000004, Min: 3.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.413666666666667, Max: 3.4800000000000004, Min: 3.31
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': 64, 'learning_rate': 0.1203855504999914, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.1203855504999914_1
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Timings: Avg: 3.385, Max: 3.4299999999999997, Min: 3.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.385, Max: 3.4299999999999997, Min: 3.34
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': 8, 'learning_rate': 0.009087247673956404, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_0.009087247673956404_1
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Timings: Avg: 3.378, Max: 3.42, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.378, Max: 3.42, Min: 3.24
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: 8
Running with params: {'batchsize': 32, 'learning_rate': 0.6004611030498157, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_0.6004611030498157_1
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Timings: Avg: 3.397, Max: 3.46, Min: 3.3099999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.397, Max: 3.46, Min: 3.3099999999999996
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': 16, 'learning_rate': 0.021710974639134746, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_16_0.021710974639134746_2
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Timings: Avg: 3.3930000000000002, Max: 3.45, Min: 3.2699999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3930000000000002, Max: 3.45, Min: 3.2699999999999996
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': 2, 'learning_rate': 0.0003866413709661259, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_2_0.0003866413709661259_2
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Timings: Avg: 3.3993333333333333, Max: 3.44, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3993333333333333, Max: 3.44, 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: 11
Running with params: {'batchsize': 64, 'learning_rate': 0.00010655054469357392, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.00010655054469357392_None
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Timings: Avg: 3.379333333333333, Max: 3.43, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.379333333333333, Max: 3.43, Min: 3.26
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': 2, 'learning_rate': 0.021020347618556458, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_2_0.021020347618556458_None
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Timings: Avg: 3.367666666666666, Max: 3.41, Min: 3.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.367666666666666, Max: 3.41, Min: 3.22
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': 0.05842466077878942, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_0.05842466077878942_2
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Optimization Iteration: 14
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_3.311761933638574e-05_3
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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_1597645268/assert_41371276_2_0.0005344018685865336_1
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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_1597645268/assert_41371276_128_2.1180153902480147e-05_None
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Optimization Iteration: 17
Running with params: {'batchsize': 32, 'learning_rate': 0.0005167882494355201, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_0.0005167882494355201_3
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Best-param: None
Optimization Iteration: 18
Running with params: {'batchsize': 32, 'learning_rate': 0.05736862338355211, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_0.05736862338355211_1
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'batchsize': 32, 'learning_rate': 0.03483263453918726, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_0.03483263453918726_None
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Passed tests : 30
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Converged: True
Convergence score: 0.0
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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': 32, 'learning_rate': 5.743245403047156e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_32_5.743245403047156e-05_1
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Timings: Avg: 3.391666666666667, Max: 3.44, Min: 3.26
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: 21
Running with params: {'batchsize': 8, 'learning_rate': 1.5338197000386637e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_1.5338197000386637e-05_4
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Timings: Avg: 3.428, Max: 3.4800000000000004, Min: 3.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.428, Max: 3.4800000000000004, Min: 3.32
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: 22
Running with params: {'batchsize': 64, 'learning_rate': 0.0027183433410053917, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.0027183433410053917_3
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Timings: Avg: 3.385333333333333, Max: 3.44, Min: 3.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.385333333333333, Max: 3.44, Min: 3.22
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: 23
Running with params: {'batchsize': 128, 'learning_rate': 0.0028410974668709984, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_128_0.0028410974668709984_3
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Timings: Avg: 3.3876666666666666, Max: 3.43, Min: 3.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3876666666666666, Max: 3.43, Min: 3.27
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': 0.006920924174870901, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.006920924174870901_4
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Timings: Avg: 3.4006666666666665, Max: 3.45, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4006666666666665, Max: 3.45, 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: 25
Running with params: {'batchsize': 64, 'learning_rate': 0.0028125422204830905, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.0028125422204830905_3
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Timings: Avg: 3.404333333333334, Max: 3.46, Min: 3.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.404333333333334, Max: 3.46, Min: 3.33
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': 128, 'learning_rate': 0.001055137145111594, 'num_epochs': 3}
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Optimization Iteration: 27
Running with params: {'batchsize': 64, 'learning_rate': 0.005887903407005236, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.005887903407005236_4
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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_1597645268/assert_41371276_64_0.0016489605384223604_3
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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_1597645268/assert_41371276_128_0.0002228835124621595_3
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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_1597645268/assert_41371276_16_0.29483479295585024_4
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Optimization Iteration: 31
Running with params: {'batchsize': 64, 'learning_rate': 0.0011978421349792057, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.0011978421349792057_3
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Best-param: None
Optimization Iteration: 32
Running with params: {'batchsize': 128, 'learning_rate': 0.00022704413427682743, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_128_0.00022704413427682743_3
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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_1597645268/assert_41371276_16_0.6444981803183137_4
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Timings: Avg: 3.394, Max: 3.45, Min: 3.2800000000000002
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': 64, 'learning_rate': 0.012719481258022067, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.012719481258022067_3
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Timings: Avg: 3.3873333333333338, Max: 3.45, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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': 128, 'learning_rate': 0.00017816512253671484, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_128_0.00017816512253671484_3
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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': 16, 'learning_rate': 0.2007137844416335, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_16_0.2007137844416335_4
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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: 37
Running with params: {'batchsize': 8, 'learning_rate': 1.7742108857623118e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_1.7742108857623118e-05_4
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Timings: Avg: 3.4116666666666666, Max: 3.46, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4116666666666666, Max: 3.46, 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': 64, 'learning_rate': 0.003760942466611529, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.003760942466611529_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.018983884826111935_3
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_2_0.010562946790449196_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.0064983528128504785_4
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Optimization Iteration: 43
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.03516452615303963_4
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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_1597645268/assert_41371276_64_0.0010490485522090015_None
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Best-param: None
Optimization Iteration: 45
Running with params: {'batchsize': 2, 'learning_rate': 7.20103864934573e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_2_7.20103864934573e-05_3
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 46
Running with params: {'batchsize': 128, 'learning_rate': 0.0007308557969342352, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_128_0.0007308557969342352_2
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 47
Running with params: {'batchsize': 128, 'learning_rate': 0.0013525121060644519, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_128_0.0013525121060644519_1
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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': 8, 'learning_rate': 0.3054859262174788, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_8_0.3054859262174788_4
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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: 49
Running with params: {'batchsize': 64, 'learning_rate': 0.08587657614316496, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_64_0.08587657614316496_None
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Timings: Avg: 3.373333333333334, Max: 3.44, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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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': 16, 'learning_rate': 0.001806273199731803, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_16_0.001806273199731803_3
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Timings: Avg: 3.385666666666667, 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: 3.385666666666667, 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: 51
Running with params: {'batchsize': 2, 'learning_rate': 0.0003427118032338768, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645268/assert_41371276_2_0.0003427118032338768_1
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Timings: Avg: 3.395333333333333, 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: 3.395333333333333, 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
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: 188.55477952957153
