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_gail_visual_ppo
Params: ppo_config_LR,468,72,ParamType.LR,0.0003
max_steps,474,18,ParamType.ITER,1000
batch_size,49,19,ParamType.CHAINS,16
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 20.035
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_0.0003_1000_16
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.339333333333336, Max: 20.52, Min: 20.009999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 20.339333333333336, Max: 20.52, Min: 20.009999999999998
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.339333333333336
Score: 20.339333333333336
Best-score: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
>>Setting original runtime to 20.339333333333336
Optimization Iteration: 1
Running with params: {'batch_size': 4, 'max_steps': 280, 'ppo_config_LR': 1.380144799188746e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_280_1.380144799188746e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.819, Max: 16.96, Min: 16.51
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: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Optimization Iteration: 2
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 0.00014028942730692748}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_200_0.00014028942730692748
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Timings: Avg: 12.619999999999997, Max: 12.81, Min: 12.41
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: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Optimization Iteration: 3
Running with params: {'batch_size': 4, 'max_steps': 790, 'ppo_config_LR': 9.253387232281454e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_790_9.253387232281454e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.052999999999997, Max: 24.330000000000002, Min: 23.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 24.052999999999997, Max: 24.330000000000002, Min: 23.44
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.052999999999997
Score: 24.052999999999997
Best-score: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Optimization Iteration: 4
Running with params: {'batch_size': 8, 'max_steps': 130, 'ppo_config_LR': 0.44476931183367435}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_130_0.44476931183367435
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Timings: Avg: 14.526999999999997, Max: 14.66, Min: 14.33
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: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Optimization Iteration: 5
Running with params: {'batch_size': 2, 'max_steps': 460, 'ppo_config_LR': 0.0010941291031943844}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_460_0.0010941291031943844
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.33933333333333, Max: 23.56, Min: 22.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 23.33933333333333, Max: 23.56, Min: 22.93
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.33933333333333
Score: 23.33933333333333
Best-score: 20.339333333333336
Best-param: {'ppo_config_LR': 0.0003, 'max_steps': 1000, 'batch_size': 16}
Optimization Iteration: 6
Running with params: {'batch_size': 4, 'max_steps': 340, 'ppo_config_LR': 5.201932664182076e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_340_5.201932664182076e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.482666666666667, Max: 17.64, Min: 17.240000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 17.482666666666667, Max: 17.64, Min: 17.240000000000002
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.482666666666667
Score: 17.482666666666667
Best-score: 17.482666666666667
Best-param: {'batch_size': 4, 'max_steps': 340, 'ppo_config_LR': 5.201932664182076e-05}
Optimization Iteration: 7
Running with params: {'batch_size': 4, 'max_steps': 230, 'ppo_config_LR': 9.059192203136856e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_230_9.059192203136856e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.355333333333338, Max: 16.520000000000003, Min: 15.969999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.355333333333338, Max: 16.520000000000003, Min: 15.969999999999999
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.355333333333338
Score: 16.355333333333338
Best-score: 16.355333333333338
Best-param: {'batch_size': 4, 'max_steps': 230, 'ppo_config_LR': 9.059192203136856e-05}
Optimization Iteration: 8
Running with params: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_150_0.005031538160032499
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.014333333333335, Max: 14.16, Min: 13.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.014333333333335, Max: 14.16, Min: 13.59
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.014333333333335
Score: 14.014333333333335
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 9
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 1.5057187059520385e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_100_1.5057187059520385e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.180666666666669, Max: 14.290000000000001, Min: 13.92
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 10
Running with params: {'batch_size': 2, 'max_steps': 630, 'ppo_config_LR': 0.01285254738998664}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_630_0.01285254738998664
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.829666666666665, Max: 28.04, Min: 27.25
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 11
Running with params: {'batch_size': 64, 'max_steps': 130, 'ppo_config_LR': 0.00014161557219652719}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_130_0.00014161557219652719
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.197333333333331, Max: 14.38, Min: 13.94
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 12
Running with params: {'batch_size': 2, 'max_steps': 830, 'ppo_config_LR': 1.495094545685343e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_830_1.495094545685343e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 30.89033333333333, Max: 31.270000000000003, Min: 30.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 30.89033333333333, Max: 31.270000000000003, Min: 30.27
Variance (0.0) too small, using delta distribution
Variance (1.232595164407831e-32) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.89033333333333
Score: 30.89033333333333
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 13
Running with params: {'batch_size': 16, 'max_steps': 260, 'ppo_config_LR': 0.09161802075249692}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_260_0.09161802075249692
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.46666666666667, Max: 15.639999999999999, Min: 15.129999999999999
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 14
Running with params: {'batch_size': 16, 'max_steps': 450, 'ppo_config_LR': 0.00142427534929604}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_450_0.00142427534929604
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.527666666666665, Max: 16.630000000000003, Min: 16.330000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.527666666666665, Max: 16.630000000000003, Min: 16.330000000000002
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.527666666666665
Score: 16.527666666666665
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 15
Running with params: {'batch_size': 4, 'max_steps': 620, 'ppo_config_LR': 0.0173504076917347}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_620_0.0173504076917347
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Timings: Avg: 22.372999999999998, Max: 22.61, Min: 21.84
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 16
Running with params: {'batch_size': 64, 'max_steps': 700, 'ppo_config_LR': 0.6848004362467194}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_700_0.6848004362467194
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Timings: Avg: 17.815333333333335, Max: 17.990000000000002, Min: 17.48
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: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 17
Running with params: {'batch_size': 2, 'max_steps': 350, 'ppo_config_LR': 0.05327330671851328}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_350_0.05327330671851328
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Timings: Avg: 21.579000000000004, Max: 21.75, Min: 21.3
Passed tests : 0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 18
Running with params: {'batch_size': 64, 'max_steps': 120, 'ppo_config_LR': 0.0015295358776707814}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_120_0.0015295358776707814
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Score: 3.4028234663852886e+38
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 19
Running with params: {'batch_size': 128, 'max_steps': 210, 'ppo_config_LR': 0.00010333034240714097}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_210_0.00010333034240714097
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Score: 3.4028234663852886e+38
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 20
Running with params: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 0.00018561055466604655}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_200_0.00018561055466604655
Launching 30 jobs, 30 in parallel
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.014333333333335
Best-param: {'batch_size': 64, 'max_steps': 150, 'ppo_config_LR': 0.005031538160032499}
Optimization Iteration: 21
Running with params: {'batch_size': 128, 'max_steps': 150, 'ppo_config_LR': 0.00594860586146724}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_150_0.00594860586146724
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.096666666666666, Max: 12.200000000000001, Min: 11.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.096666666666666, Max: 12.200000000000001, Min: 11.93
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.096666666666666
Score: 12.096666666666666
Best-score: 12.096666666666666
Best-param: {'batch_size': 128, 'max_steps': 150, 'ppo_config_LR': 0.00594860586146724}
Optimization Iteration: 22
Running with params: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_160_0.005393560704318981
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.043666666666667, Max: 12.209999999999999, Min: 11.629999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.043666666666667, Max: 12.209999999999999, Min: 11.629999999999999
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.043666666666667
Score: 12.043666666666667
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 23
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.0005256390849718917}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_100_0.0005256390849718917
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.269333333333332, Max: 12.41, Min: 11.89
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 24
Running with params: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005108020604743095}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_160_0.005108020604743095
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.088000000000003, Max: 12.24, Min: 11.799999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.088000000000003, Max: 12.24, Min: 11.799999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.088000000000003
Score: 12.088000000000003
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 25
Running with params: {'batch_size': 128, 'max_steps': 170, 'ppo_config_LR': 0.03539644568182576}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_170_0.03539644568182576
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.206333333333335, Max: 12.32, Min: 11.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.206333333333335, Max: 12.32, Min: 11.99
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.206333333333335
Score: 12.206333333333335
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 26
Running with params: {'batch_size': 128, 'max_steps': 110, 'ppo_config_LR': 0.19436026836434825}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_110_0.19436026836434825
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.267666666666665, Max: 12.38, Min: 11.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.267666666666665, Max: 12.38, Min: 11.99
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 27
Running with params: {'batch_size': 32, 'max_steps': 160, 'ppo_config_LR': 0.0005113981103368061}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_160_0.0005113981103368061
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.52133333333333, Max: 14.65, Min: 14.19
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 28
Running with params: {'batch_size': 8, 'max_steps': 180, 'ppo_config_LR': 0.01544569151215985}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_180_0.01544569151215985
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.997333333333335, Max: 15.17, Min: 14.530000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.997333333333335, Max: 15.17, Min: 14.530000000000001
Variance (0.0) too small, using delta distribution
Variance (1.232595164407831e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 29
Running with params: {'batch_size': 256, 'max_steps': 270, 'ppo_config_LR': 0.003737129007580317}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_270_0.003737129007580317
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.493666666666668, Max: 12.63, Min: 12.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.493666666666668, Max: 12.63, Min: 12.11
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.493666666666668
Score: 12.493666666666668
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 30
Running with params: {'batch_size': 128, 'max_steps': 410, 'ppo_config_LR': 0.19066314883080626}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_410_0.19066314883080626
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.690999999999999, Max: 13.809999999999999, Min: 13.37
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 31
Running with params: {'batch_size': 128, 'max_steps': 1000, 'ppo_config_LR': 0.008056065020100773}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_1000_0.008056065020100773
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.767666666666665, Max: 15.899999999999999, Min: 15.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.767666666666665, Max: 15.899999999999999, Min: 15.5
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.767666666666665
Score: 15.767666666666665
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 32
Running with params: {'batch_size': 256, 'max_steps': 230, 'ppo_config_LR': 0.0024901534662235937}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_230_0.0024901534662235937
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.294999999999996, Max: 12.42, Min: 11.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.294999999999996, Max: 12.42, Min: 11.92
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.294999999999996
Score: 12.294999999999996
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 33
Running with params: {'batch_size': 128, 'max_steps': 310, 'ppo_config_LR': 0.0004622091190995925}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_310_0.0004622091190995925
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.871333333333334, Max: 13.01, Min: 12.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.871333333333334, Max: 13.01, Min: 12.59
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 34
Running with params: {'batch_size': 8, 'max_steps': 120, 'ppo_config_LR': 0.030110173482724722}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_120_0.030110173482724722
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 35
Running with params: {'batch_size': 32, 'max_steps': 180, 'ppo_config_LR': 0.10565617136006364}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_180_0.10565617136006364
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Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 36
Running with params: {'batch_size': 16, 'max_steps': 130, 'ppo_config_LR': 3.519575542754629e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_130_3.519575542754629e-05
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 37
Running with params: {'batch_size': 128, 'max_steps': 240, 'ppo_config_LR': 0.0003091180951902182}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_240_0.0003091180951902182
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 38
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.0027088379136319075}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_300_0.0027088379136319075
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.662666666666665, Max: 12.780000000000001, Min: 12.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.662666666666665, Max: 12.780000000000001, Min: 12.34
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.662666666666665
Score: 12.662666666666665
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 39
Running with params: {'batch_size': 8, 'max_steps': 140, 'ppo_config_LR': 0.0007945089962868554}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_140_0.0007945089962868554
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.37866666666667, Max: 14.55, Min: 13.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.37866666666667, Max: 14.55, Min: 13.98
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.37866666666667
Score: 14.37866666666667
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 40
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.011668348861110364}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_200_0.011668348861110364
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.150333333333332, Max: 16.310000000000002, Min: 15.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.150333333333332, Max: 16.310000000000002, Min: 15.78
Variance (0.0) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 41
Running with params: {'batch_size': 128, 'max_steps': 390, 'ppo_config_LR': 0.027936693275542986}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_390_0.027936693275542986
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.073000000000002, Max: 13.17, Min: 12.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.073000000000002, Max: 13.17, Min: 12.91
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.073000000000002
Score: 13.073000000000002
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 42
Running with params: {'batch_size': 32, 'max_steps': 110, 'ppo_config_LR': 4.462810421590846e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_110_4.462810421590846e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.195333333333336, Max: 14.340000000000002, Min: 13.98
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 43
Running with params: {'batch_size': 128, 'max_steps': 540, 'ppo_config_LR': 0.42160908180720813}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_540_0.42160908180720813
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.322, Max: 14.44, Min: 14.08
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 44
Running with params: {'batch_size': 16, 'max_steps': 150, 'ppo_config_LR': 0.057590242584682}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_150_0.057590242584682
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.734000000000002, Max: 14.860000000000001, Min: 14.549999999999999
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 45
Running with params: {'batch_size': 2, 'max_steps': 250, 'ppo_config_LR': 0.0017093026414254666}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_250_0.0017093026414254666
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.103666666666665, Max: 18.25, Min: 17.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 18.103666666666665, Max: 18.25, Min: 17.71
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.103666666666665
Score: 18.103666666666665
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 46
Running with params: {'batch_size': 4, 'max_steps': 290, 'ppo_config_LR': 0.007327921733772001}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_290_0.007327921733772001
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.69, Max: 17.88, Min: 17.340000000000003
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 47
Running with params: {'batch_size': 128, 'max_steps': 220, 'ppo_config_LR': 0.003778976206916731}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_220_0.003778976206916731
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.298333333333334, Max: 12.48, Min: 12.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.298333333333334, Max: 12.48, Min: 12.0
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.298333333333334
Score: 12.298333333333334
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 48
Running with params: {'batch_size': 256, 'max_steps': 340, 'ppo_config_LR': 1.002796232706816e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_340_1.002796232706816e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.176666666666666, Max: 13.309999999999999, Min: 12.84
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 49
Running with params: {'batch_size': 2, 'max_steps': 180, 'ppo_config_LR': 0.0009186352394767181}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_180_0.0009186352394767181
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.578, Max: 16.73, Min: 16.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.578, Max: 16.73, Min: 16.3
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.578
Score: 16.578
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 50
Running with params: {'batch_size': 8, 'max_steps': 110, 'ppo_config_LR': 0.000285833140187571}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_110_0.000285833140187571
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.367333333333333, Max: 14.49, Min: 13.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.367333333333333, Max: 14.49, Min: 13.99
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Upto iteration 50: {'batch_size': 6, 'max_steps': 160.0, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 51
Running with params: {'batch_size': 64, 'max_steps': 140, 'ppo_config_LR': 0.9072855348619104}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_140_0.9072855348619104
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Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 52
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.022890433534733072}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_200_0.022890433534733072
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Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 53
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_100_2.8856292573095074e-05
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Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 54
Running with params: {'batch_size': 32, 'max_steps': 490, 'ppo_config_LR': 0.28027097378725635}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_490_0.28027097378725635
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 55
Running with params: {'batch_size': 4, 'max_steps': 160, 'ppo_config_LR': 0.05958520777040628}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_160_0.05958520777040628
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 56
Running with params: {'batch_size': 128, 'max_steps': 370, 'ppo_config_LR': 0.010378232624414}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_370_0.010378232624414
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Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.043000000000001, Max: 13.17, Min: 12.72
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Runtime: 13.043000000000001
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Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 57
Running with params: {'batch_size': 64, 'max_steps': 120, 'ppo_config_LR': 0.10370174892453649}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_120_0.10370174892453649
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 58
Running with params: {'batch_size': 2, 'max_steps': 270, 'ppo_config_LR': 0.004627599972956176}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_270_0.004627599972956176
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Timings: Avg: 19.20133333333333, Max: 19.39, Min: 18.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.20133333333333, Max: 19.39, Min: 18.8
Variance (0.0) too small, using delta distribution
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Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 59
Running with params: {'batch_size': 128, 'max_steps': 950, 'ppo_config_LR': 0.0019109257408518319}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_950_0.0019109257408518319
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Timings: Avg: 15.411999999999997, Max: 15.54, Min: 15.1
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.411999999999997, Max: 15.54, Min: 15.1
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Runtime: 15.411999999999997
Score: 15.411999999999997
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 60
Running with params: {'batch_size': 128, 'max_steps': 140, 'ppo_config_LR': 7.160579298613745e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_140_7.160579298613745e-05
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 61
Running with params: {'batch_size': 256, 'max_steps': 220, 'ppo_config_LR': 0.0001682135256801477}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_220_0.0001682135256801477
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 62
Running with params: {'batch_size': 16, 'max_steps': 190, 'ppo_config_LR': 0.019703975173598214}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_190_0.019703975173598214
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.860333333333331, Max: 15.0, Min: 14.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.860333333333331, Max: 15.0, Min: 14.21
Variance (0.0) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 63
Running with params: {'batch_size': 8, 'max_steps': 160, 'ppo_config_LR': 0.0007838593561350738}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_160_0.0007838593561350738
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Timings: Avg: 14.865333333333332, Max: 15.110000000000001, Min: 14.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.865333333333332, Max: 15.110000000000001, Min: 14.44
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.865333333333332
Score: 14.865333333333332
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 64
Running with params: {'batch_size': 128, 'max_steps': 320, 'ppo_config_LR': 0.005930061735382759}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_320_0.005930061735382759
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.859666666666666, Max: 12.99, Min: 12.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.859666666666666, Max: 12.99, Min: 12.6
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.859666666666666
Score: 12.859666666666666
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 65
Running with params: {'batch_size': 32, 'max_steps': 430, 'ppo_config_LR': 0.04039739637208035}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_430_0.04039739637208035
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.386333333333333, Max: 16.6, Min: 15.969999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.386333333333333, Max: 16.6, Min: 15.969999999999999
Variance (0.0) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 66
Running with params: {'batch_size': 128, 'max_steps': 170, 'ppo_config_LR': 0.0013214217236945651}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_170_0.0013214217236945651
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.541999999999996, Max: 12.68, Min: 12.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.541999999999996, Max: 12.68, Min: 12.36
Variance (0.0) too small, using delta distribution
Variance (1.232595164407831e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 67
Running with params: {'batch_size': 128, 'max_steps': 130, 'ppo_config_LR': 0.0023773951519639276}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_130_0.0023773951519639276
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.415666666666668, Max: 12.57, Min: 12.07
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 68
Running with params: {'batch_size': 128, 'max_steps': 150, 'ppo_config_LR': 0.008071629458758387}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_150_0.008071629458758387
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Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.115999999999996, Max: 12.27, Min: 11.83
Variance (0.0) too small, using delta distribution
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Runtime: 12.115999999999996
Score: 12.115999999999996
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 69
Running with params: {'batch_size': 128, 'max_steps': 120, 'ppo_config_LR': 0.005344828901383693}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_120_0.005344828901383693
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.286000000000001, Max: 12.39, Min: 12.1
Variance (2.7733391199176196e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 70
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.00031536753754959744}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_100_0.00031536753754959744
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 71
Running with params: {'batch_size': 4, 'max_steps': 110, 'ppo_config_LR': 0.014420297947919228}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_110_0.014420297947919228
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 72
Running with params: {'batch_size': 128, 'max_steps': 130, 'ppo_config_LR': 0.001164559856254984}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_130_0.001164559856254984
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 73
Running with params: {'batch_size': 64, 'max_steps': 170, 'ppo_config_LR': 0.07331930614448633}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_170_0.07331930614448633
Launching 30 jobs, 30 in parallel
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 74
Running with params: {'batch_size': 128, 'max_steps': 240, 'ppo_config_LR': 0.15192275261992902}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_240_0.15192275261992902
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 75
Running with params: {'batch_size': 2, 'max_steps': 190, 'ppo_config_LR': 0.0035262836261632925}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_190_0.0035262836261632925
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Timings: Avg: 16.617, Max: 16.78, Min: 16.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.617, Max: 16.78, Min: 16.27
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.617
Score: 16.617
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 76
Running with params: {'batch_size': 128, 'max_steps': 150, 'ppo_config_LR': 0.009829837544010615}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_150_0.009829837544010615
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.079666666666668, Max: 12.200000000000001, Min: 11.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.079666666666668, Max: 12.200000000000001, Min: 11.82
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.079666666666668
Score: 12.079666666666668
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 77
Running with params: {'batch_size': 256, 'max_steps': 210, 'ppo_config_LR': 0.010389396222606396}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_210_0.010389396222606396
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.324000000000002, Max: 12.46, Min: 12.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.324000000000002, Max: 12.46, Min: 12.04
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.324000000000002
Score: 12.324000000000002
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 78
Running with params: {'batch_size': 8, 'max_steps': 150, 'ppo_config_LR': 0.04692966011015684}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_150_0.04692966011015684
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.108000000000004, Max: 15.270000000000001, Min: 14.809999999999999
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 79
Running with params: {'batch_size': 128, 'max_steps': 260, 'ppo_config_LR': 0.024698099637357175}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_260_0.024698099637357175
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.488333333333333, Max: 12.610000000000001, Min: 12.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.488333333333333, Max: 12.610000000000001, Min: 12.12
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.488333333333333
Score: 12.488333333333333
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 80
Running with params: {'batch_size': 16, 'max_steps': 660, 'ppo_config_LR': 0.0019584957692530837}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_660_0.0019584957692530837
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.294666666666668, Max: 18.459999999999997, Min: 18.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 18.294666666666668, Max: 18.459999999999997, Min: 18.0
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.294666666666668
Score: 18.294666666666668
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 81
Running with params: {'batch_size': 32, 'max_steps': 110, 'ppo_config_LR': 0.017078064681917665}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_110_0.017078064681917665
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.181666666666667, Max: 14.31, Min: 13.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.181666666666667, Max: 14.31, Min: 13.89
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 82
Running with params: {'batch_size': 4, 'max_steps': 140, 'ppo_config_LR': 0.0006430910184136866}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_140_0.0006430910184136866
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.839, Max: 14.96, Min: 14.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.839, Max: 14.96, Min: 14.52
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.839
Score: 14.839
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 83
Running with params: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.008082505520319442}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_160_0.008082505520319442
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.118333333333332, Max: 12.25, Min: 11.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.118333333333332, Max: 12.25, Min: 11.87
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.118333333333332
Score: 12.118333333333332
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 84
Running with params: {'batch_size': 64, 'max_steps': 190, 'ppo_config_LR': 0.00040467630893148844}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_190_0.00040467630893148844
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.656333333333333, Max: 14.76, Min: 14.440000000000001
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 85
Running with params: {'batch_size': 128, 'max_steps': 220, 'ppo_config_LR': 0.00023366668131809116}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_220_0.00023366668131809116
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Timings: Avg: 12.716666666666665, Max: 12.83, Min: 12.4
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 86
Running with params: {'batch_size': 2, 'max_steps': 790, 'ppo_config_LR': 0.035732828264555455}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_790_0.035732828264555455
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 87
Running with params: {'batch_size': 256, 'max_steps': 290, 'ppo_config_LR': 0.00010622031317423631}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_290_0.00010622031317423631
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Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 88
Running with params: {'batch_size': 128, 'max_steps': 550, 'ppo_config_LR': 0.3780759850644435}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_550_0.3780759850644435
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 89
Running with params: {'batch_size': 8, 'max_steps': 240, 'ppo_config_LR': 0.08477804159931418}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_240_0.08477804159931418
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 90
Running with params: {'batch_size': 16, 'max_steps': 120, 'ppo_config_LR': 0.0046646949409643755}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_16_120_0.0046646949409643755
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Timings: Avg: 13.829333333333334, Max: 13.97, Min: 13.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.829333333333334, Max: 13.97, Min: 13.59
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.829333333333334
Score: 13.829333333333334
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 91
Running with params: {'batch_size': 32, 'max_steps': 330, 'ppo_config_LR': 0.14384402606315289}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_32_330_0.14384402606315289
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.297333333333333, Max: 15.44, Min: 15.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.297333333333333, Max: 15.44, Min: 15.0
Variance (0.0) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.297333333333333
Score: 15.297333333333333
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 92
Running with params: {'batch_size': 128, 'max_steps': 130, 'ppo_config_LR': 0.0029785920293114946}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_130_0.0029785920293114946
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Timings: Avg: 12.330666666666666, Max: 12.49, Min: 12.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.330666666666666, Max: 12.49, Min: 12.04
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 93
Running with params: {'batch_size': 4, 'max_steps': 370, 'ppo_config_LR': 0.5433113161703439}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_4_370_0.5433113161703439
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Timings: Avg: 18.67733333333333, Max: 18.86, Min: 18.35
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 94
Running with params: {'batch_size': 128, 'max_steps': 170, 'ppo_config_LR': 0.013051624674859328}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_170_0.013051624674859328
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.211333333333336, Max: 12.35, Min: 11.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.211333333333336, Max: 12.35, Min: 11.98
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.211333333333336
Score: 12.211333333333336
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 95
Running with params: {'batch_size': 64, 'max_steps': 100, 'ppo_config_LR': 0.020298126885808634}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_64_100_0.020298126885808634
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.088333333333333, Max: 14.24, Min: 13.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.088333333333333, Max: 14.24, Min: 13.76
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 96
Running with params: {'batch_size': 128, 'max_steps': 180, 'ppo_config_LR': 0.002159586239028894}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_180_0.002159586239028894
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.132666666666667, Max: 12.23, Min: 11.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.132666666666667, Max: 12.23, Min: 11.9
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.132666666666667
Score: 12.132666666666667
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 97
Running with params: {'batch_size': 256, 'max_steps': 150, 'ppo_config_LR': 0.0010565243900992538}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_256_150_0.0010565243900992538
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.548666666666664, Max: 12.7, Min: 12.219999999999999
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 98
Running with params: {'batch_size': 8, 'max_steps': 210, 'ppo_config_LR': 0.0014001756300817383}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_8_210_0.0014001756300817383
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.051666666666668, Max: 15.19, Min: 14.729999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.051666666666668, Max: 15.19, Min: 14.729999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.051666666666668
Score: 15.051666666666668
Best-score: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 99
Running with params: {'batch_size': 2, 'max_steps': 280, 'ppo_config_LR': 0.029628046582028306}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_2_280_0.029628046582028306
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.013666666666666, Max: 20.18, Min: 19.709999999999997
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Optimization Iteration: 100
Running with params: {'batch_size': 128, 'max_steps': 140, 'ppo_config_LR': 0.2452152393933858}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597819816/assert_77727083_128_140_0.2452152393933858
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.469333333333331, Max: 12.59, Min: 12.18
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: 12.043666666666667
Best-param: {'batch_size': 128, 'max_steps': 160, 'ppo_config_LR': 0.005393560704318981}
Upto iteration 100: {'batch_size': 6, 'max_steps': 160.0, 'ppo_config_LR': 0.005393560704318981}
Breaking...
{'batch_size': 6, 'max_steps': 160.0, 'ppo_config_LR': 0.005393560704318981}
Best score: 12.043666666666667
Repeated params: 0
Trials: 101
Best param {'batch_size': 6, 'max_steps': 160.0, 'ppo_config_LR': 0.005393560704318981}
Reduction: 40.78632534661904%
Speedup: 1.6887990921923004x
Optimizer time: 1563.7581815719604
