Repo: ml-agents
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/projects/ml-agents/ml-agents/mlagents/trainers/tests/test_simple_rl.py
ClassName: none
Testname: test_simple_ghost_fails
Params: ppo_config_LR,47,22,ParamType.LR,0.005
max_steps,349,77,ParamType.ITER,2500
batch_size,49,19,ParamType.CHAINS,16
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 25.535
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.005, 'max_steps': 2500, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_0.005_2500_16
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Timings: Avg: 25.829, Max: 26.16, Min: 25.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 25.829, Max: 26.16, Min: 25.5
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: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.0001962569472391691}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_100_0.0001962569472391691
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Timings: Avg: 9.502666666666668, Max: 9.629999999999999, Min: 9.32
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 2, 'max_steps': 1800, 'ppo_config_LR': 0.012284054741605531}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_1800_0.012284054741605531
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Timings: Avg: 27.56566666666667, Max: 27.89, Min: 27.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 27.56566666666667, Max: 27.89, Min: 27.08
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: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.00805812446061043}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_16_200_0.00805812446061043
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Timings: Avg: 10.945666666666662, Max: 11.07, Min: 10.7
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.0009376247220693964}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_100_0.0009376247220693964
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Timings: Avg: 9.535333333333332, Max: 9.63, Min: 9.25
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.054849218266003454}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_100_0.054849218266003454
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Timings: Avg: 9.522, Max: 9.610000000000001, Min: 9.35
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 2, 'max_steps': 1200, 'ppo_config_LR': 0.0001456004919580044}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_1200_0.0001456004919580044
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.53466666666667, Max: 21.849999999999998, Min: 21.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 21.53466666666667, Max: 21.849999999999998, Min: 21.21
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: 8
Running with params: {'batch_size': 4, 'max_steps': 300, 'ppo_config_LR': 0.3050081474899501}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_300_0.3050081474899501
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Timings: Avg: 11.540333333333335, Max: 11.79, Min: 11.24
Passed tests : 17
Failed tests : 13
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 11.540333333333335, Max: 11.79, Min: 11.24
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: 9
Running with params: {'batch_size': 64, 'max_steps': 700, 'ppo_config_LR': 1.902508991570769e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_64_700_1.902508991570769e-05
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Timings: Avg: 13.609000000000002, Max: 13.74, Min: 13.33
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 0.01890311546422956}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_64_200_0.01890311546422956
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Timings: Avg: 10.718333333333334, Max: 10.83, Min: 10.469999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 128, 'max_steps': 600, 'ppo_config_LR': 6.289322253547504e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_600_6.289322253547504e-05
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Timings: Avg: 13.052333333333335, Max: 13.170000000000002, Min: 12.76
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 64, 'max_steps': 1700, 'ppo_config_LR': 0.02388550586304319}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_64_1700_0.02388550586304319
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Timings: Avg: 19.732333333333333, Max: 20.01, Min: 19.470000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 19.732333333333333, Max: 20.01, Min: 19.470000000000002
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: {'batch_size': 4, 'max_steps': 600, 'ppo_config_LR': 0.00013142695750039134}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_600_0.00013142695750039134
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Timings: Avg: 14.404, Max: 14.55, Min: 14.01
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 14
Running with params: {'batch_size': 256, 'max_steps': 1100, 'ppo_config_LR': 7.665536603025293e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_1100_7.665536603025293e-05
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Timings: Avg: 15.179666666666668, Max: 15.309999999999999, Min: 14.92
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 15
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.005450689553174154}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_300_0.005450689553174154
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Timings: Avg: 10.803999999999998, Max: 10.9, Min: 10.620000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 16
Running with params: {'batch_size': 64, 'max_steps': 2000, 'ppo_config_LR': 0.001002283320576786}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_64_2000_0.001002283320576786
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Timings: Avg: 21.065, Max: 21.21, Min: 20.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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No Samples!!
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 17
Running with params: {'batch_size': 4, 'max_steps': 900, 'ppo_config_LR': 0.000257528245210016}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_900_0.000257528245210016
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Timings: Avg: 16.557, Max: 16.89, Min: 16.18
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: 18
Running with params: {'batch_size': 4, 'max_steps': 600, 'ppo_config_LR': 0.011292140296579673}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_600_0.011292140296579673
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Timings: Avg: 14.068666666666667, Max: 14.329999999999998, Min: 13.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 14.068666666666667, Max: 14.329999999999998, Min: 13.65
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: 19
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.00020066328651493565}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_200_0.00020066328651493565
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Timings: Avg: 10.996666666666666, Max: 11.12, Min: 10.870000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 20
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 1.2713126420636145e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_400_1.2713126420636145e-05
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Timings: Avg: 11.193, Max: 11.33, Min: 10.92
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 21
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.006899183735136506}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_4_200_0.006899183735136506
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Timings: Avg: 11.066333333333331, Max: 11.2, Min: 10.84
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.000732115503578345}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_100_0.000732115503578345
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Timings: Avg: 9.518666666666665, Max: 9.62, Min: 9.370000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 1.6037361697088017e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_400_1.6037361697088017e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.191333333333334, Max: 11.3, Min: 10.889999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.20519325345464798}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_100_0.20519325345464798
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.515000000000002, Max: 9.6, Min: 9.32
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.0010224621399758638}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_100_0.0010224621399758638
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.497000000000002, Max: 9.6, Min: 9.340000000000002
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 32, 'max_steps': 400, 'ppo_config_LR': 3.363260138767311e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_400_3.363260138767311e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.955333333333332, Max: 12.04, Min: 11.86
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 27
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.39832230649734107}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_100_0.39832230649734107
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.532999999999998, Max: 9.6, Min: 9.4
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 28
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.0021884939971378364}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_100_0.0021884939971378364
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Timings: Avg: 9.537, Max: 9.610000000000001, Min: 9.32
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 29
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 3.4274731664753385e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_300_3.4274731664753385e-05
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Timings: Avg: 11.409333333333333, Max: 11.559999999999999, Min: 11.100000000000001
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 30
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.8468376893482343}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_100_0.8468376893482343
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Timings: Avg: 9.493666666666668, Max: 9.62, Min: 9.31
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 31
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.002592935975086675}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_200_0.002592935975086675
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Timings: Avg: 10.729333333333335, Max: 10.860000000000001, Min: 10.41
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 32
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.0003386901371424603}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_300_0.0003386901371424603
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Timings: Avg: 11.445666666666671, Max: 11.540000000000001, Min: 11.27
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 33
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.11346541918991591}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_100_0.11346541918991591
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Timings: Avg: 9.513333333333334, Max: 9.620000000000001, Min: 9.31
Passed tests : 0
Failed tests : 30
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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: 34
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.002327584806539127}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_16_200_0.002327584806539127
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Timings: Avg: 10.701333333333332, Max: 10.84, Min: 10.49
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 35
Running with params: {'batch_size': 2, 'max_steps': 2400, 'ppo_config_LR': 0.0003704005771497067}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_2400_0.0003704005771497067
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Timings: Avg: 33.88766666666667, Max: 34.26, Min: 33.309999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 33.88766666666667, Max: 34.26, Min: 33.309999999999995
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: 36
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.07907004623858846}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_100_0.07907004623858846
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.529000000000002, Max: 9.64, Min: 9.379999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.03320564195170014}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_16_200_0.03320564195170014
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.80166666666667, Max: 10.9, Min: 10.66
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.0005573579373773846}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_100_0.0005573579373773846
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.485666666666667, Max: 9.6, Min: 9.35
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 39
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 8.345980525140489e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_100_8.345980525140489e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.522999999999998, Max: 9.629999999999999, Min: 9.4
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 40
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 1.0933414403904992e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_400_1.0933414403904992e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.207999999999997, Max: 11.35, Min: 10.799999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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: 41
Running with params: {'batch_size': 256, 'max_steps': 1600, 'ppo_config_LR': 2.511681675158631e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_256_1600_2.511681675158631e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.01533333333333, Max: 18.17, Min: 17.84
Passed tests : 0
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Best-param: None
Optimization Iteration: 42
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.9333565031684607}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_100_0.9333565031684607
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Optimization Iteration: 43
Running with params: {'batch_size': 128, 'max_steps': 200, 'ppo_config_LR': 0.2841127506282681}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_200_0.2841127506282681
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Optimization Iteration: 44
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.0013192159006579953}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_100_0.0013192159006579953
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Timings: Avg: 9.551666666666664, Max: 9.65, Min: 9.4
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Score: 3.4028234663852886e+38
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Best-param: None
Optimization Iteration: 45
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.00418755637342239}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_2_200_0.00418755637342239
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Timings: Avg: 11.436000000000002, Max: 11.62, Min: 11.1
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Score: 3.4028234663852886e+38
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Best-param: None
Optimization Iteration: 46
Running with params: {'batch_size': 32, 'max_steps': 800, 'ppo_config_LR': 4.457754240902113e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_800_4.457754240902113e-05
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Timings: Avg: 14.38233333333333, Max: 14.530000000000001, Min: 14.139999999999999
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 47
Running with params: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 9.990312802979169e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_32_1300_9.990312802979169e-05
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 48
Running with params: {'batch_size': 128, 'max_steps': 500, 'ppo_config_LR': 0.012167918839950075}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_128_500_0.012167918839950075
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Failed tests : 30
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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: {'batch_size': 64, 'max_steps': 100, 'ppo_config_LR': 0.04017832943652861}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_64_100_0.04017832943652861
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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: {'batch_size': 8, 'max_steps': 300, 'ppo_config_LR': 0.0017876504723686396}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_8_300_0.0017876504723686396
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Failed tests : 30
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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: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.0005438769454589557}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597812503/assert_25152563_16_100_0.0005438769454589557
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Timings: Avg: 9.454333333333333, Max: 9.55, Min: 9.33
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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_ml-agents/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: 680.0113880634308
