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_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: 2.841
>>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_1597644695/assert_37926948_0.007_4_16
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Timings: Avg: 3.4070000000000005, Max: 3.47, Min: 3.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4070000000000005, Max: 3.47, 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
Something failed
Optimization Iteration: 2
Running with params: {'batchsize': 64, 'learning_rate': 0.2707984963524901, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.2707984963524901_4
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Timings: Avg: 3.4479999999999995, Max: 3.5, Min: 3.3200000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4479999999999995, Max: 3.5, Min: 3.3200000000000003
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': 8, 'learning_rate': 0.0023240900280797026, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_0.0023240900280797026_2
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Timings: Avg: 3.4346666666666668, Max: 3.47, Min: 3.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4346666666666668, Max: 3.47, Min: 3.37
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': 2, 'learning_rate': 9.62034900664536e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_9.62034900664536e-05_4
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Timings: Avg: 3.4033333333333333, Max: 3.45, Min: 3.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4033333333333333, Max: 3.45, 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: 5
Running with params: {'batchsize': 128, 'learning_rate': 0.0410464338964461, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.0410464338964461_4
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Timings: Avg: 3.426333333333334, Max: 3.46, Min: 3.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.426333333333334, Max: 3.46, Min: 3.32
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': 0.00015702765684556892, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.00015702765684556892_1
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Timings: Avg: 3.4170000000000003, Max: 3.47, Min: 3.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4170000000000003, Max: 3.47, Min: 3.35
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': 2, 'learning_rate': 7.40009820902315e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_7.40009820902315e-05_2
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Timings: Avg: 3.415666666666666, Max: 3.45, Min: 3.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.415666666666666, Max: 3.45, 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: 8
Running with params: {'batchsize': 64, 'learning_rate': 0.08477738055946406, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.08477738055946406_4
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Timings: Avg: 3.421666666666667, Max: 3.48, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.421666666666667, Max: 3.48, 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: 9
Running with params: {'batchsize': 64, 'learning_rate': 0.10950543385229893, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.10950543385229893_3
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Timings: Avg: 3.410666666666667, Max: 3.46, Min: 3.2600000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.410666666666667, Max: 3.46, Min: 3.2600000000000002
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': 8, 'learning_rate': 0.33028162302587394, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_0.33028162302587394_3
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Timings: Avg: 3.3603333333333336, 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: 3.3603333333333336, 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: 11
Running with params: {'batchsize': 2, 'learning_rate': 0.0012495856415559643, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_0.0012495856415559643_1
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Timings: Avg: 3.3400000000000003, Max: 3.4000000000000004, Min: 3.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3400000000000003, Max: 3.4000000000000004, Min: 3.18
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': 0.0006787597880209488, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_0.0006787597880209488_4
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Timings: Avg: 3.352333333333333, Max: 3.39, Min: 3.2600000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.352333333333333, Max: 3.39, Min: 3.2600000000000002
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': 8, 'learning_rate': 6.334005227028855e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_6.334005227028855e-05_1
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Optimization Iteration: 14
Running with params: {'batchsize': 8, 'learning_rate': 2.8856506562379045e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_2.8856506562379045e-05_2
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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_1597644695/assert_37926948_32_0.0024338430551205737_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_1597644695/assert_37926948_16_0.06316910272363108_None
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Optimization Iteration: 17
Running with params: {'batchsize': 64, 'learning_rate': 9.946304161725982e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_9.946304161725982e-05_1
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Best-param: None
Optimization Iteration: 18
Running with params: {'batchsize': 128, 'learning_rate': 0.002192387220416519, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.002192387220416519_None
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'batchsize': 64, 'learning_rate': 5.166076448863064e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_5.166076448863064e-05_None
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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: 20
Running with params: {'batchsize': 64, 'learning_rate': 8.091405744084439e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_8.091405744084439e-05_1
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Timings: Avg: 3.383666666666666, Max: 3.43, Min: 3.3099999999999996
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': 128, 'learning_rate': 0.025444850055814434, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.025444850055814434_None
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Timings: Avg: 3.3823333333333334, Max: 3.43, Min: 3.27
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: 22
Running with params: {'batchsize': 32, 'learning_rate': 1.1465367936825418e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_1.1465367936825418e-05_None
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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: 23
Running with params: {'batchsize': 16, 'learning_rate': 0.016485802816166892, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.016485802816166892_4
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Timings: Avg: 3.402666666666667, Max: 3.45, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.402666666666667, Max: 3.45, Min: 3.28
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': 128, 'learning_rate': 0.7859796083971065, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.7859796083971065_None
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Timings: Avg: 3.398, Max: 3.45, Min: 3.31
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: 25
Running with params: {'batchsize': 32, 'learning_rate': 1.2654918584938345e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_1.2654918584938345e-05_None
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Timings: Avg: 3.414666666666667, 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: 3.414666666666667, 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': 16, 'learning_rate': 0.014518613470874102, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.014518613470874102_4
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Optimization Iteration: 27
Running with params: {'batchsize': 128, 'learning_rate': 0.7879548960264944, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.7879548960264944_None
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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_1597644695/assert_37926948_32_0.0003470076325070315_4
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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_1597644695/assert_37926948_16_0.3162560957921316_4
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Optimization Iteration: 30
Running with params: {'batchsize': 128, 'learning_rate': 0.7801880271817369, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.7801880271817369_2
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Optimization Iteration: 31
Running with params: {'batchsize': 32, 'learning_rate': 0.006784462789904878, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_0.006784462789904878_4
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Best-param: None
Optimization Iteration: 32
Running with params: {'batchsize': 16, 'learning_rate': 0.1996791417644283, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.1996791417644283_4
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Passed tests : 30
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Converged: True
Convergence score: 0.0
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 33
Running with params: {'batchsize': 128, 'learning_rate': 0.8544588143206374, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.8544588143206374_2
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Timings: Avg: 3.220333333333333, Max: 3.27, Min: 3.09
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': 32, 'learning_rate': 0.006751640447851491, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_0.006751640447851491_4
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.3080000000000003, Max: 3.37, Min: 3.17
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: 35
Running with params: {'batchsize': 16, 'learning_rate': 0.19844935712057085, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.19844935712057085_4
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Timings: Avg: 3.4023333333333334, Max: 3.47, Min: 3.29
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: 36
Running with params: {'batchsize': 128, 'learning_rate': 0.5064911732925408, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.5064911732925408_2
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Timings: Avg: 3.387666666666667, Max: 3.44, Min: 3.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.387666666666667, Max: 3.44, 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: 37
Running with params: {'batchsize': 64, 'learning_rate': 0.03537383235612163, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.03537383235612163_3
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Timings: Avg: 3.381333333333333, Max: 3.4299999999999997, Min: 3.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.381333333333333, Max: 3.4299999999999997, 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: 38
Running with params: {'batchsize': 32, 'learning_rate': 1.0563247568834936e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_1.0563247568834936e-05_None
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Timings: Avg: 3.378, Max: 3.43, Min: 3.21
Passed tests : 30
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Optimization Iteration: 39
Running with params: {'batchsize': 64, 'learning_rate': 0.00036562734756238777, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.00036562734756238777_3
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.009140213405166558_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_0.019384945761345394_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_0.11811529383954711_None
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Optimization Iteration: 43
Running with params: {'batchsize': 64, 'learning_rate': 0.05228117953471433, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.05228117953471433_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_1597644695/assert_37926948_32_1.8634629128547874e-05_3
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Optimization Iteration: 45
Running with params: {'batchsize': 2, 'learning_rate': 0.0011341319609113635, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_2_0.0011341319609113635_None
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 46
Running with params: {'batchsize': 16, 'learning_rate': 0.003972208761304757, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_16_0.003972208761304757_4
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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: 47
Running with params: {'batchsize': 8, 'learning_rate': 0.011534224083390615, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_8_0.011534224083390615_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: 48
Running with params: {'batchsize': 128, 'learning_rate': 0.4448798626285456, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_128_0.4448798626285456_2
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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': 64, 'learning_rate': 0.09813312568384845, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.09813312568384845_1
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Timings: Avg: 3.3666666666666667, Max: 3.4, 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': 32, 'learning_rate': 0.00018933929297232287, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_32_0.00018933929297232287_4
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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
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': 64, 'learning_rate': 0.0003400614250722563, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597644695/assert_37926948_64_0.0003400614250722563_4
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Timings: Avg: 3.3983333333333334, Max: 3.43, Min: 3.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3983333333333334, Max: 3.43, 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
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: 188.45230436325073
