Repo: parlai
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/projects/parlai/tests/test_tra.py
ClassName: _AbstractTRATest
Testname: test_eval_vocab
Params: learning_rate,35,25,ParamType.LR,0.007
num_epochs,38,23,ParamType.CHAINS,4
batchsize,36,22,ParamType.CHAINS,16
Assertion: self.assertEqual(valid['hits@100'], 0)
Original runtime: 2.922
>>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_1597646036/assert_14790785_0.007_4_16
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Timings: Avg: 3.3956666666666666, 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: 3.3956666666666666, 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
Something failed
Optimization Iteration: 2
Running with params: {'batchsize': 8, 'learning_rate': 0.0021367212384414453, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.0021367212384414453_2
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Timings: Avg: 3.3699999999999997, Max: 3.41, Min: 3.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3699999999999997, Max: 3.41, 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': 8, 'learning_rate': 0.0008274786784291899, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.0008274786784291899_None
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Timings: Avg: 3.355666666666667, Max: 3.41, Min: 3.2700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.355666666666667, Max: 3.41, Min: 3.2700000000000005
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': 0.025596201147708834, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.025596201147708834_4
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Timings: Avg: 3.352333333333333, Max: 3.4, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.352333333333333, Max: 3.4, 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: 5
Running with params: {'batchsize': 8, 'learning_rate': 0.03079063767715925, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.03079063767715925_4
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Timings: Avg: 3.366, Max: 3.4299999999999997, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.366, Max: 3.4299999999999997, 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: 6
Running with params: {'batchsize': 16, 'learning_rate': 1.1303974673179336e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_1.1303974673179336e-05_4
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Timings: Avg: 3.376333333333333, Max: 3.41, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.376333333333333, Max: 3.41, 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: 7
Running with params: {'batchsize': 16, 'learning_rate': 0.003816953052011169, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_0.003816953052011169_4
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Timings: Avg: 3.3510000000000004, Max: 3.3899999999999997, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3510000000000004, Max: 3.3899999999999997, 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: 8
Running with params: {'batchsize': 128, 'learning_rate': 0.0045104395589964305, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_128_0.0045104395589964305_None
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Timings: Avg: 3.3999999999999995, Max: 3.46, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3999999999999995, Max: 3.46, 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': 2, 'learning_rate': 0.008747175232141314, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_0.008747175232141314_1
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Timings: Avg: 3.3553333333333333, Max: 3.4299999999999997, Min: 3.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3553333333333333, Max: 3.4299999999999997, 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: 10
Running with params: {'batchsize': 8, 'learning_rate': 1.4446297963242338e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_1.4446297963242338e-05_2
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Timings: Avg: 3.358, Max: 3.4099999999999997, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.358, Max: 3.4099999999999997, 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: 11
Running with params: {'batchsize': 8, 'learning_rate': 0.027317027895936128, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.027317027895936128_4
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Timings: Avg: 3.353, 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: 3.353, 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: 12
Running with params: {'batchsize': 8, 'learning_rate': 0.1388415951492829, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.1388415951492829_4
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Timings: Avg: 3.3646666666666665, Max: 3.41, Min: 3.1900000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3646666666666665, Max: 3.41, Min: 3.1900000000000004
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': 16, 'learning_rate': 1.7648327277689685e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_1.7648327277689685e-05_None
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Optimization Iteration: 14
Running with params: {'batchsize': 8, 'learning_rate': 0.000994071927872803, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.000994071927872803_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_1597646036/assert_14790785_64_0.5192704521149323_None
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Optimization Iteration: 16
Running with params: {'batchsize': 8, 'learning_rate': 0.6143859142541961, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.6143859142541961_3
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Optimization Iteration: 17
Running with params: {'batchsize': 8, 'learning_rate': 0.0004120773813345485, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.0004120773813345485_1
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 18
Running with params: {'batchsize': 128, 'learning_rate': 0.012276067499532735, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_128_0.012276067499532735_3
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'batchsize': 16, 'learning_rate': 2.9985058370393102e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_2.9985058370393102e-05_None
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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': 16, 'learning_rate': 8.65258688244554e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_8.65258688244554e-05_None
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Timings: Avg: 3.37, Max: 3.42, Min: 3.2700000000000005
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': 2, 'learning_rate': 7.041499889496613e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_7.041499889496613e-05_3
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Timings: Avg: 3.3673333333333337, Max: 3.4299999999999997, Min: 3.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3673333333333337, Max: 3.4299999999999997, Min: 3.22
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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: 22
Running with params: {'batchsize': 64, 'learning_rate': 0.0001357525716681151, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.0001357525716681151_2
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Timings: Avg: 3.3600000000000003, Max: 3.41, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3600000000000003, Max: 3.41, 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: 23
Running with params: {'batchsize': 32, 'learning_rate': 0.00022276521791607186, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.00022276521791607186_2
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Timings: Avg: 3.3649999999999998, Max: 3.41, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3649999999999998, Max: 3.41, 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: 24
Running with params: {'batchsize': 2, 'learning_rate': 4.288787575279357e-05, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_4.288787575279357e-05_2
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Timings: Avg: 3.4053333333333327, Max: 3.45, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4053333333333327, Max: 3.45, 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: 25
Running with params: {'batchsize': 64, 'learning_rate': 0.0014652161682603478, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.0014652161682603478_2
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Timings: Avg: 3.364, 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: 3.364, 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: 26
Running with params: {'batchsize': 32, 'learning_rate': 0.00018840730517638292, 'num_epochs': 2}
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Optimization Iteration: 27
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_0.11646664499086452_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.0013392202046805285_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_1597646036/assert_14790785_32_0.00032218734033966035_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_1597646036/assert_14790785_2_0.1003859521954491_2
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Optimization Iteration: 31
Running with params: {'batchsize': 64, 'learning_rate': 0.001610760139648634, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.001610760139648634_1
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Best-param: None
Optimization Iteration: 32
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.000453215911884468_2
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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_1597646036/assert_14790785_2_0.08569970192347377_2
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 34
Running with params: {'batchsize': 64, 'learning_rate': 0.002356727228472476, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.002356727228472476_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
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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': 32, 'learning_rate': 0.006345862602472471, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.006345862602472471_2
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Timings: Avg: 3.404333333333333, Max: 3.46, Min: 3.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.404333333333333, Max: 3.46, 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': 128, 'learning_rate': 0.041745790797620724, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_128_0.041745790797620724_2
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Timings: Avg: 3.411666666666667, Max: 3.4699999999999998, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.411666666666667, Max: 3.4699999999999998, 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: 37
Running with params: {'batchsize': 2, 'learning_rate': 6.17810774883502e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_6.17810774883502e-05_3
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Timings: Avg: 3.4200000000000004, Max: 3.48, Min: 3.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4200000000000004, Max: 3.48, 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': 64, 'learning_rate': 0.0006883413497045291, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.0006883413497045291_4
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Optimization Iteration: 39
Running with params: {'batchsize': 8, 'learning_rate': 0.00013408938484603343, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.00013408938484603343_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.012035377365280412_1
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.00024989583038716764_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_2.947504184871245e-05_2
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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_1597646036/assert_14790785_128_0.2625469342657011_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_1597646036/assert_14790785_8_0.005161257997490469_None
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Best-param: None
Optimization Iteration: 45
Running with params: {'batchsize': 64, 'learning_rate': 0.0027443709767528014, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.0027443709767528014_2
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 46
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_32_0.0007185013709322426_1
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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': 0.020579392641912036, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.020579392641912036_3
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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': 2, 'learning_rate': 0.9368363120959967, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_2_0.9368363120959967_None
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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: 49
Running with params: {'batchsize': 16, 'learning_rate': 0.2207441712664442, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_16_0.2207441712664442_2
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Timings: Avg: 3.3700000000000006, Max: 3.42, Min: 3.25
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: 50
Running with params: {'batchsize': 8, 'learning_rate': 0.04537663863372745, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_8_0.04537663863372745_4
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Timings: Avg: 3.390666666666667, Max: 3.44, Min: 3.3299999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.390666666666667, Max: 3.44, Min: 3.3299999999999996
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': 0.003544289957902698, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597646036/assert_14790785_64_0.003544289957902698_2
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Timings: Avg: 3.368666666666667, Max: 3.42, Min: 3.2699999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.368666666666667, Max: 3.42, 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
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: 192.78831100463867
