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_asymm_ghost
Params: ppo_config_LR,47,22,ParamType.LR,0.005
max_steps,373,77,ParamType.ITER,4000
batch_size,49,19,ParamType.CHAINS,16
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 69.53
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_0.005_4000_16
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Timings: Avg: 69.42566666666667, Max: 71.26, Min: 68.19
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713917024
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 69.27516666666665, Max: 71.26, Min: 68.14
Passed tests : 60
Failed tests : 0
Converged: True
Convergence score: 0.7745966692415179
Evaluating 60 values out of 60
Overall-timings: Avg: 69.27516666666665, Max: 71.26, Min: 68.14
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: lognorm
Choosing distribution: gamma
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 69.27516666666665
Score: 69.27516666666665
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
>>Setting original runtime to 69.27516666666665
Optimization Iteration: 1
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.3938716210003566}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.3938716210003566
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Timings: Avg: 17.142333333333333, Max: 17.3, Min: 16.87
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: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 2
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.02021196974500205}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_100_0.02021196974500205
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Timings: Avg: 16.01766666666667, Max: 16.21, Min: 15.790000000000001
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: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 3
Running with params: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 0.16190270202234616}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_64_200_0.16190270202234616
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Timings: Avg: 17.84266666666667, Max: 18.01, Min: 17.59
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: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 4
Running with params: {'batch_size': 2, 'max_steps': 3700, 'ppo_config_LR': 0.018712038080684553}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_2_3700_0.018712038080684553
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Timings: Avg: 92.61966666666667, Max: 94.13, Min: 91.0
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730958
Exceeding current best timeout: 92.61966666666667 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 5
Running with params: {'batch_size': 128, 'max_steps': 600, 'ppo_config_LR': 0.00011383269544947709}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_128_600_0.00011383269544947709
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.71866666666666, Max: 94.04, Min: 91.19
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730951
Exceeding current best timeout: 92.71866666666666 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 6
Running with params: {'batch_size': 128, 'max_steps': 400, 'ppo_config_LR': 1.437997130306948e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_128_400_1.437997130306948e-05
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Timings: Avg: 92.93733333333331, Max: 94.41000000000001, Min: 91.22
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915883
Exceeding current best timeout: 92.93733333333331 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 7
Running with params: {'batch_size': 128, 'max_steps': 700, 'ppo_config_LR': 0.6725362996683606}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_128_700_0.6725362996683606
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.55999999999999, Max: 93.89, Min: 90.94
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2909944487358054
Exceeding current best timeout: 92.55999999999999 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 8
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.00014415895162651817}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_400_0.00014415895162651817
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.71833333333333, Max: 94.13, Min: 91.22999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730958
Exceeding current best timeout: 92.71833333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 9
Running with params: {'batch_size': 2, 'max_steps': 1200, 'ppo_config_LR': 3.145458397435476e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_2_1200_3.145458397435476e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.88733333333333, Max: 93.66, Min: 90.88
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3228756555322958
Exceeding current best timeout: 92.88733333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 10
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.0194975273535709}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_16_600_0.0194975273535709
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.598, Max: 93.46, Min: 90.91
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915883
Exceeding current best timeout: 92.598 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 11
Running with params: {'batch_size': 2, 'max_steps': 700, 'ppo_config_LR': 0.00034162690861154455}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_2_700_0.00034162690861154455
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Timings: Avg: 92.79666666666665, Max: 94.02999999999999, Min: 90.74000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915898
Exceeding current best timeout: 92.79666666666665 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 12
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 1.2161689594673864e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_100_1.2161689594673864e-05
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Timings: Avg: 92.60166666666667, Max: 93.77999999999999, Min: 91.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8708286933869709
Exceeding current best timeout: 92.60166666666667 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 13
Running with params: {'batch_size': 64, 'max_steps': 3400, 'ppo_config_LR': 4.984694570629948e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_64_3400_4.984694570629948e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.00800000000001, Max: 94.39, Min: 91.16
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.341640786499874
Exceeding current best timeout: 93.00800000000001 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 14
Running with params: {'batch_size': 128, 'max_steps': 2500, 'ppo_config_LR': 0.004769981929060861}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_128_2500_0.004769981929060861
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.23133333333332, Max: 94.37, Min: 91.95
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0690449676496967
Exceeding current best timeout: 93.23133333333332 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 15
Running with params: {'batch_size': 8, 'max_steps': 3200, 'ppo_config_LR': 0.004964550429932216}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_3200_0.004964550429932216
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Timings: Avg: 93.19166666666665, Max: 94.59, Min: 91.38000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915892
Exceeding current best timeout: 93.19166666666665 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 16
Running with params: {'batch_size': 32, 'max_steps': 1700, 'ppo_config_LR': 0.9554821506765785}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_1700_0.9554821506765785
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Timings: Avg: 92.79366666666667, Max: 94.15, Min: 91.07
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.828427124746191
Exceeding current best timeout: 92.79366666666667 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 17
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_64_100_0.07791303595694501
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Timings: Avg: 92.76366666666668, Max: 94.17, Min: 91.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8708286933869709
Exceeding current best timeout: 92.76366666666668 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 18
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.37352878100125114}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_16_600_0.37352878100125114
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Timings: Avg: 92.80633333333336, Max: 94.13000000000001, Min: 91.28999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3416407864998747
Exceeding current best timeout: 92.80633333333336 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 19
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.00026582544336132435}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_100_0.00026582544336132435
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Timings: Avg: 92.70133333333334, Max: 94.00999999999999, Min: 90.85
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730958
Exceeding current best timeout: 92.70133333333334 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 20
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.022548481630349764}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_2_100_0.022548481630349764
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Timings: Avg: 94.244, Max: 95.59, Min: 92.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6329931618554532
Exceeding current best timeout: 94.244 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 21
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.22747341380142533}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_200_0.22747341380142533
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Timings: Avg: 93.10333333333334, Max: 95.73, Min: 91.3
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9999999999999998
Exceeding current best timeout: 93.10333333333334 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 22
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 0.0006952258811651888}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_200_0.0006952258811651888
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Timings: Avg: 92.90733333333333, Max: 94.53, Min: 91.08999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1547005383792521
Exceeding current best timeout: 92.90733333333333 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 23
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.05024335165792563}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.05024335165792563
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.00233333333333, Max: 94.52000000000001, Min: 91.29
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5811388300841889
Exceeding current best timeout: 93.00233333333333 > 69.27516666666665
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 24
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.3032962514954053}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_200_0.3032962514954053
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Timings: Avg: 93.05033333333336, Max: 94.25999999999999, Min: 91.38
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1180339887498947
Exceeding current best timeout: 93.05033333333336 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 25
Running with params: {'batch_size': 8, 'max_steps': 300, 'ppo_config_LR': 0.0010329854174782637}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_300_0.0010329854174782637
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.14433333333334, Max: 94.02, Min: 91.92
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5000000000000009
Exceeding current best timeout: 93.14433333333334 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 26
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.06519704382130624}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.06519704382130624
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.21233333333335, Max: 94.39999999999999, Min: 91.74000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915892
Exceeding current best timeout: 93.21233333333335 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 27
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.599354204192211}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_200_0.599354204192211
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.73066666666665, Max: 93.89, Min: 91.28
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2247448713915892
Exceeding current best timeout: 92.73066666666665 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 28
Running with params: {'batch_size': 8, 'max_steps': 1000, 'ppo_config_LR': 0.0018107851517939456}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_1000_0.0018107851517939456
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.84633333333333, Max: 94.14, Min: 91.5
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1180339887498947
Exceeding current best timeout: 92.84633333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 29
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.10080455096443337}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.10080455096443337
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.93499999999997, Max: 94.4, Min: 91.63
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3228756555322958
Exceeding current best timeout: 92.93499999999997 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 30
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 0.8094024060953032}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_100_0.8094024060953032
Launching 30 jobs, 30 in parallel
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Timings: Avg: 93.69600000000001, Max: 95.38000000000001, Min: 92.01
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.6457513110645907
Exceeding current best timeout: 93.69600000000001 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 31
Running with params: {'batch_size': 8, 'max_steps': 1100, 'ppo_config_LR': 0.002488601662369021}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_1100_0.002488601662369021
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.60233333333332, Max: 93.72999999999999, Min: 90.97999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9148542155126766
Exceeding current best timeout: 92.60233333333332 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 32
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.12067533142070162}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_400_0.12067533142070162
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.94566666666668, Max: 94.44, Min: 91.4
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5
Exceeding current best timeout: 92.94566666666668 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 33
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 0.011187438318059552}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_100_0.011187438318059552
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.95133333333334, Max: 94.19999999999999, Min: 91.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730951
Exceeding current best timeout: 92.95133333333334 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 34
Running with params: {'batch_size': 8, 'max_steps': 1000, 'ppo_config_LR': 0.0023983589309435924}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_1000_0.0023983589309435924
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.93433333333331, Max: 93.82000000000001, Min: 91.17999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.8708286933869709
Exceeding current best timeout: 92.93433333333331 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 35
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.12969136397115597}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_400_0.12969136397115597
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Timings: Avg: 92.67699999999999, Max: 93.56, Min: 91.7
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.8284271247461894
Exceeding current best timeout: 92.67699999999999 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 36
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.03904033168917987}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_2_100_0.03904033168917987
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Timings: Avg: 92.95699999999998, Max: 94.23, Min: 91.16
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.8284271247461894
Exceeding current best timeout: 92.95699999999998 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 37
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.24927906953290457}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_200_0.24927906953290457
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9999999999999998
Exceeding current best timeout: 93.00933333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 38
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.007859260702230475}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_16_200_0.007859260702230475
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Timings: Avg: 92.467, Max: 93.68, Min: 91.2
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730951
Exceeding current best timeout: 92.467 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 39
Running with params: {'batch_size': 32, 'max_steps': 500, 'ppo_config_LR': 0.0007809995980232143}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_500_0.0007809995980232143
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Passed tests : 30
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Converged: False
Convergence score: 2.000000000000002
Exceeding current best timeout: 93.24133333333334 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 40
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 4.1358390235372593e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_32_200_4.1358390235372593e-05
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Timings: Avg: 92.59899999999999, Max: 94.05, Min: 90.65
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0954451150103321
Exceeding current best timeout: 92.59899999999999 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 41
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.03916170722896391}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.03916170722896391
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Timings: Avg: 92.79533333333333, Max: 94.03, Min: 91.18
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1180339887498947
Exceeding current best timeout: 92.79533333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 42
Running with params: {'batch_size': 256, 'max_steps': 800, 'ppo_config_LR': 0.050246460118415076}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_800_0.050246460118415076
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Timings: Avg: 92.63066666666667, Max: 93.9, Min: 91.17
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.5
Exceeding current best timeout: 92.63066666666667 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 43
Running with params: {'batch_size': 128, 'max_steps': 500, 'ppo_config_LR': 0.3924865782687272}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_128_500_0.3924865782687272
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Timings: Avg: 92.81366666666666, Max: 93.8, Min: 91.22000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0690449676496983
Exceeding current best timeout: 92.81366666666666 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 44
Running with params: {'batch_size': 64, 'max_steps': 1500, 'ppo_config_LR': 0.20391192073050754}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_64_1500_0.20391192073050754
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Timings: Avg: 92.98933333333333, Max: 94.56, Min: 90.75
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730951
Exceeding current best timeout: 92.98933333333333 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 45
Running with params: {'batch_size': 8, 'max_steps': 800, 'ppo_config_LR': 0.00011680833767297136}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_800_0.00011680833767297136
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.1832159566199236
Exceeding current best timeout: 93.65433333333334 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 46
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 0.0009554613493530086}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_8_500_0.0009554613493530086
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730958
Exceeding current best timeout: 92.92966666666666 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 47
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.013353171309106238}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_300_0.013353171309106238
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Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.9999999999999998
Exceeding current best timeout: 92.63533333333334 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 48
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.5150185727888482}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_256_400_0.5150185727888482
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Timings: Avg: 92.93366666666667, Max: 94.13999999999999, Min: 91.24000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4142135623730951
Exceeding current best timeout: 92.93366666666667 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 49
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 0.9555308500245314}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_4_100_0.9555308500245314
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Passed tests : 30
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Converged: False
Convergence score: 1.527525231651946
Exceeding current best timeout: 92.88200000000002 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Optimization Iteration: 50
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.024948803282943063}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597813253/assert_80851334_16_200_0.024948803282943063
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Timings: Avg: 92.74499999999999, Max: 94.11999999999999, Min: 90.94
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.2909944487358054
Exceeding current best timeout: 92.74499999999999 > 69.27516666666665
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 69.27516666666665
Best-param: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
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: 4634.561758041382
