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_batch
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: 2.843
>>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_1597645652/assert_23537376_0.007_4_16
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Timings: Avg: 3.3860000000000006, Max: 3.42, Min: 3.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3860000000000006, Max: 3.42, 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
Something failed
Optimization Iteration: 2
Running with params: {'batchsize': 16, 'learning_rate': 0.00022040642546555559, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_0.00022040642546555559_2
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Timings: Avg: 3.406, 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: 3.406, 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: 3
Running with params: {'batchsize': 128, 'learning_rate': 0.00020214308094324232, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_0.00020214308094324232_1
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Timings: Avg: 3.394333333333334, Max: 3.4400000000000004, Min: 3.2300000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.394333333333334, Max: 3.4400000000000004, 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: 4
Running with params: {'batchsize': 16, 'learning_rate': 0.0015076614673118988, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_0.0015076614673118988_4
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Timings: Avg: 3.380666666666667, 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: 3.380666666666667, 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: 5
Running with params: {'batchsize': 64, 'learning_rate': 0.0004000887738315453, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.0004000887738315453_2
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Timings: Avg: 3.396000000000001, Max: 3.4400000000000004, Min: 3.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 3.396000000000001, Max: 3.4400000000000004, 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: 6
Running with params: {'batchsize': 32, 'learning_rate': 0.00017007109429410596, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_0.00017007109429410596_3
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Timings: Avg: 3.382666666666666, 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: 3.382666666666666, 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: 7
Running with params: {'batchsize': 64, 'learning_rate': 0.011693881971054462, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.011693881971054462_1
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Timings: Avg: 3.397666666666667, 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: 3.397666666666667, 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: 8
Running with params: {'batchsize': 8, 'learning_rate': 0.2765370133862297, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.2765370133862297_None
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Timings: Avg: 3.4123333333333337, Max: 3.46, Min: 3.2700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.4123333333333337, Max: 3.46, 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: 9
Running with params: {'batchsize': 32, 'learning_rate': 1.680151908394887e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_1.680151908394887e-05_3
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Timings: Avg: 3.3793333333333337, 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: 3.3793333333333337, 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: 10
Running with params: {'batchsize': 2, 'learning_rate': 0.00012386931345899905, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_2_0.00012386931345899905_3
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Timings: Avg: 3.3930000000000007, Max: 3.4600000000000004, Min: 3.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3930000000000007, Max: 3.4600000000000004, 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: 11
Running with params: {'batchsize': 32, 'learning_rate': 0.003479656198985411, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_0.003479656198985411_1
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Timings: Avg: 3.3986666666666667, Max: 3.46, Min: 3.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3986666666666667, Max: 3.46, Min: 3.21
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': 6.0798975096772664e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_2_6.0798975096772664e-05_3
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Timings: Avg: 3.392333333333334, Max: 3.43, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.392333333333334, Max: 3.43, 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: 13
Running with params: {'batchsize': 64, 'learning_rate': 0.059132989771287725, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.059132989771287725_None
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_2_0.27324844311168_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_1597645652/assert_23537376_8_0.0007566611698700435_2
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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_1597645652/assert_23537376_2_0.0039824174607053535_2
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Best-param: None
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_1597645652/assert_23537376_16_0.4737416949162646_1
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Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 18
Running with params: {'batchsize': 64, 'learning_rate': 0.00020808888025223478, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.00020808888025223478_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': 2, 'learning_rate': 0.00019785853080499672, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_2_0.00019785853080499672_4
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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': 8, 'learning_rate': 0.0751887565608138, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.0751887565608138_3
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Timings: Avg: 3.3926666666666665, Max: 3.43, Min: 3.2600000000000002
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: 21
Running with params: {'batchsize': 64, 'learning_rate': 0.06273853017562783, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.06273853017562783_None
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Timings: Avg: 3.3876666666666666, 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: 22
Running with params: {'batchsize': 16, 'learning_rate': 1.6339497373724814e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_1.6339497373724814e-05_4
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Timings: Avg: 3.396, Max: 3.4400000000000004, Min: 3.2699999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.396, Max: 3.4400000000000004, 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: 23
Running with params: {'batchsize': 8, 'learning_rate': 0.027371283904224664, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.027371283904224664_2
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Timings: Avg: 3.3920000000000003, Max: 3.45, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3920000000000003, Max: 3.45, 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: 24
Running with params: {'batchsize': 128, 'learning_rate': 4.032553051994296e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_4.032553051994296e-05_None
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Timings: Avg: 3.416, 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: 3.416, 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: 25
Running with params: {'batchsize': 16, 'learning_rate': 1.2742371080694558e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_1.2742371080694558e-05_4
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Timings: Avg: 3.3946666666666676, Max: 3.44, Min: 3.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.3946666666666676, Max: 3.44, 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: 26
Running with params: {'batchsize': 8, 'learning_rate': 0.01368140443917471, 'num_epochs': 2}
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Optimization Iteration: 27
Running with params: {'batchsize': 128, 'learning_rate': 4.6032584869256686e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_4.6032584869256686e-05_None
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_1.0467840537293078e-05_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_1597645652/assert_23537376_8_0.00837517593496402_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_1597645652/assert_23537376_128_3.285632709928148e-05_None
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Optimization Iteration: 31
Running with params: {'batchsize': 16, 'learning_rate': 0.0006459456974552717, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_0.0006459456974552717_4
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Optimization Iteration: 32
Running with params: {'batchsize': 8, 'learning_rate': 0.0016222118020618834, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.0016222118020618834_2
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 33
Running with params: {'batchsize': 128, 'learning_rate': 7.882604861429387e-05, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_7.882604861429387e-05_None
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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: 34
Running with params: {'batchsize': 16, 'learning_rate': 0.000523886208874892, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_0.000523886208874892_4
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Timings: Avg: 3.3843333333333327, Max: 3.44, Min: 3.2199999999999998
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': 8, 'learning_rate': 0.0014857578314694218, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.0014857578314694218_2
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Timings: Avg: 3.362333333333334, Max: 3.41, Min: 3.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.362333333333334, Max: 3.41, 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: 36
Running with params: {'batchsize': 128, 'learning_rate': 0.00010520069101820209, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_0.00010520069101820209_1
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Timings: Avg: 3.372333333333333, Max: 3.42, Min: 3.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.372333333333333, Max: 3.42, Min: 3.26
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': 0.0868573709135833, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_64_0.0868573709135833_None
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Timings: Avg: 3.373333333333333, 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: 3.373333333333333, 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: 38
Running with params: {'batchsize': 16, 'learning_rate': 2.346110312736954e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_2.346110312736954e-05_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_0.0002589388864066962_4
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_0.028882998758349578_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_0.007508716174458727_2
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_0.0003846272927545301_1
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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_1597645652/assert_23537376_128_4.074368529191479e-05_None
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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_1597645652/assert_23537376_16_0.0011777847861067147_4
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Best-param: None
Optimization Iteration: 45
Running with params: {'batchsize': 16, 'learning_rate': 1.0578016930384233e-05, 'num_epochs': 4}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_1.0578016930384233e-05_4
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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_1597645652/assert_23537376_8_0.02499926374359701_2
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Converged: True
Convergence score: 0.0
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Best-param: None
Optimization Iteration: 47
Running with params: {'batchsize': 8, 'learning_rate': 0.16899183195281473, 'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_8_0.16899183195281473_2
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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': 128, 'learning_rate': 0.0025282482427786248, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_128_0.0025282482427786248_3
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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No Samples!!
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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: 49
Running with params: {'batchsize': 32, 'learning_rate': 0.00011484900035760687, 'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_32_0.00011484900035760687_None
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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: 50
Running with params: {'batchsize': 16, 'learning_rate': 1.0124236280172311e-05, 'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_1.0124236280172311e-05_1
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Timings: Avg: 3.3773333333333335, Max: 3.44, Min: 3.2800000000000002
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': 16, 'learning_rate': 2.7553565184501348e-05, 'num_epochs': 3}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_parlai/wd/borntobeflaky/tool/logs/optim_1597619505_parlai/run_1597645652/assert_23537376_16_2.7553565184501348e-05_3
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Timings: Avg: 3.386333333333333, Max: 3.43, Min: 3.2800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 3.386333333333333, Max: 3.43, 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
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: 188.4180872440338
