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_ppo
Params: ppo_config_LR,47,22,ParamType.LR,0.005
batch_size,49,19,ParamType.CHAINS,16
max_steps,54,14,ParamType.ITER,3000
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 14.88
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_0.005_16_3000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.089999999999998, Max: 15.24, Min: 14.790000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.089999999999998, Max: 15.24, Min: 14.790000000000001
Variance (1.9721522630525295e-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: 15.089999999999998
Score: 15.089999999999998
Best-score: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
>>Setting original runtime to 15.089999999999998
Optimization Iteration: 1
Running with params: {'batch_size': 64, 'max_steps': 1800, 'ppo_config_LR': 0.8338789533824784}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1800_0.8338789533824784
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.397333333333334, Max: 11.55, Min: 11.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.397333333333334, Max: 11.55, Min: 11.19
Variance (1.9721522630525295e-31) 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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 2
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.02220194380001769}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.02220194380001769
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.337000000000001, Max: 7.4399999999999995, Min: 7.25
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 3
Running with params: {'batch_size': 8, 'max_steps': 800, 'ppo_config_LR': 0.00012632077893160948}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_800_0.00012632077893160948
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Timings: Avg: 9.480666666666668, Max: 9.6, Min: 9.370000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 4
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 8.88887484162581e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_8.88887484162581e-05
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Timings: Avg: 7.721666666666668, Max: 7.83, Min: 7.6
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 5
Running with params: {'batch_size': 128, 'max_steps': 1300, 'ppo_config_LR': 0.09369272302976901}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_1300_0.09369272302976901
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.732333333333333, Max: 9.86, Min: 9.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.732333333333333, Max: 9.86, Min: 9.61
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 6
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.0001773264952223465}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.0001773264952223465
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.327000000000002, Max: 7.42, Min: 7.24
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 7
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.19535155995230577}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.19535155995230577
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.331, Max: 7.41, Min: 7.22
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 8
Running with params: {'batch_size': 64, 'max_steps': 900, 'ppo_config_LR': 0.0002574535164248657}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_900_0.0002574535164248657
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.99633333333333, Max: 9.06, Min: 8.91
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 9
Running with params: {'batch_size': 32, 'max_steps': 800, 'ppo_config_LR': 0.0007319793832061851}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_800_0.0007319793832061851
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.958666666666666, Max: 9.05, Min: 8.8
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: 15.089999999999998
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 16, 'max_steps': 3000}
Optimization Iteration: 10
Running with params: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_2400_0.008304740307119167
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.752666666666666, Max: 12.91, Min: 12.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.752666666666666, Max: 12.91, Min: 12.58
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: 12.752666666666666
Score: 12.752666666666666
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 11
Running with params: {'batch_size': 128, 'max_steps': 800, 'ppo_config_LR': 0.0013299775070427318}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_800_0.0013299775070427318
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.704666666666666, Max: 8.790000000000001, Min: 8.57
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 12
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.22734217932803152}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.22734217932803152
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.318999999999999, Max: 7.41, Min: 7.17
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 13
Running with params: {'batch_size': 2, 'max_steps': 1000, 'ppo_config_LR': 8.421364592964297e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_1000_8.421364592964297e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.046333333333335, Max: 13.43, Min: 12.84
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 14
Running with params: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 0.00014630413378145717}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_200_0.00014630413378145717
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.483666666666666, Max: 7.569999999999999, Min: 7.36
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 15
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.0011022029585132755}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_0.0011022029585132755
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Timings: Avg: 7.798666666666667, Max: 7.89, Min: 7.6899999999999995
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 16
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.10572496500590264}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_0.10572496500590264
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.718000000000001, Max: 7.859999999999999, Min: 7.61
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 17
Running with params: {'batch_size': 8, 'max_steps': 2100, 'ppo_config_LR': 0.843053188596055}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_2100_0.843053188596055
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.658666666666665, Max: 14.020000000000001, Min: 13.479999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.658666666666665, Max: 14.020000000000001, Min: 13.479999999999999
Variance (1.9721522630525295e-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: 13.658666666666665
Score: 13.658666666666665
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 18
Running with params: {'batch_size': 4, 'max_steps': 2300, 'ppo_config_LR': 0.0037548778973735377}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_2300_0.0037548778973735377
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.516333333333336, Max: 17.05, Min: 16.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.516333333333336, Max: 17.05, Min: 16.27
Variance (1.9721522630525295e-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: 16.516333333333336
Score: 16.516333333333336
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 19
Running with params: {'batch_size': 64, 'max_steps': 1700, 'ppo_config_LR': 2.2972012994906867e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1700_2.2972012994906867e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.783999999999999, Max: 11.08, Min: 10.620000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 20
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.0019309766781083076}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_900_0.0019309766781083076
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.307666666666666, Max: 8.55, Min: 8.17
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: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 21
Running with params: {'batch_size': 16, 'max_steps': 2900, 'ppo_config_LR': 0.008455494805275009}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_2900_0.008455494805275009
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.767000000000001, Max: 15.01, Min: 14.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.767000000000001, Max: 15.01, Min: 14.58
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.767000000000001
Score: 14.767000000000001
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 22
Running with params: {'batch_size': 8, 'max_steps': 2700, 'ppo_config_LR': 0.9246373053436762}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_2700_0.9246373053436762
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.834000000000001, Max: 15.99, Min: 15.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.834000000000001, Max: 15.99, Min: 15.59
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.834000000000001
Score: 15.834000000000001
Best-score: 12.752666666666666
Best-param: {'batch_size': 32, 'max_steps': 2400, 'ppo_config_LR': 0.008304740307119167}
Optimization Iteration: 23
Running with params: {'batch_size': 32, 'max_steps': 1900, 'ppo_config_LR': 0.026998564622632275}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1900_0.026998564622632275
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.426333333333334, Max: 11.56, Min: 11.219999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.426333333333334, Max: 11.56, Min: 11.219999999999999
Variance (1.9721522630525295e-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: 11.426333333333334
Score: 11.426333333333334
Best-score: 11.426333333333334
Best-param: {'batch_size': 32, 'max_steps': 1900, 'ppo_config_LR': 0.026998564622632275}
Optimization Iteration: 24
Running with params: {'batch_size': 32, 'max_steps': 1500, 'ppo_config_LR': 0.02791417275223023}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1500_0.02791417275223023
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.384666666666666, Max: 10.56, Min: 10.209999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.384666666666666, Max: 10.56, Min: 10.209999999999999
Variance (1.9721522630525295e-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: 10.384666666666666
Score: 10.384666666666666
Best-score: 10.384666666666666
Best-param: {'batch_size': 32, 'max_steps': 1500, 'ppo_config_LR': 0.02791417275223023}
Optimization Iteration: 25
Running with params: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.02543258002761099}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1300_0.02543258002761099
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.884333333333334, Max: 10.07, Min: 9.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.884333333333334, Max: 10.07, Min: 9.75
Variance (1.9721522630525295e-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: 9.884333333333334
Score: 9.884333333333334
Best-score: 9.884333333333334
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.02543258002761099}
Optimization Iteration: 26
Running with params: {'batch_size': 32, 'max_steps': 600, 'ppo_config_LR': 0.033341462127329705}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_600_0.033341462127329705
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.415666666666668, Max: 8.55, Min: 8.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.415666666666668, Max: 8.55, Min: 8.22
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (7.703719777548943e-34) 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: 9.884333333333334
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.02543258002761099}
Optimization Iteration: 27
Running with params: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1300_0.007889948904054735
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.853, Max: 10.03, Min: 9.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.853, Max: 10.03, Min: 9.66
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: 9.853
Score: 9.853
Best-score: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 28
Running with params: {'batch_size': 2, 'max_steps': 1200, 'ppo_config_LR': 0.007396921931434391}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_1200_0.007396921931434391
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.986333333333333, Max: 14.22, Min: 13.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.986333333333333, Max: 14.22, Min: 13.76
Variance (1.9721522630525295e-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: 13.986333333333333
Score: 13.986333333333333
Best-score: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 29
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.0005740994865336129}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_600_0.0005740994865336129
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.590666666666666, Max: 8.68, Min: 8.51
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: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 30
Running with params: {'batch_size': 32, 'max_steps': 1200, 'ppo_config_LR': 0.33741343113289723}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1200_0.33741343113289723
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.138, Max: 10.23, Min: 9.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.138, Max: 10.23, Min: 9.96
Variance (1.9721522630525295e-31) 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: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 31
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.06392734380027416}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_300_0.06392734380027416
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.670666666666667, Max: 7.77, Min: 7.56
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: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 32
Running with params: {'batch_size': 32, 'max_steps': 1500, 'ppo_config_LR': 0.004567281301727794}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1500_0.004567281301727794
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.379999999999997, Max: 10.46, Min: 10.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.379999999999997, Max: 10.46, Min: 10.24
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.379999999999997
Score: 10.379999999999997
Best-score: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 33
Running with params: {'batch_size': 16, 'max_steps': 500, 'ppo_config_LR': 0.014864213487922278}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_500_0.014864213487922278
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.336333333333332, Max: 8.45, Min: 7.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.336333333333332, Max: 8.45, Min: 7.99
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: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 34
Running with params: {'batch_size': 128, 'max_steps': 700, 'ppo_config_LR': 0.4509157679100725}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_700_0.4509157679100725
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.609666666666666, Max: 8.69, Min: 8.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.609666666666666, Max: 8.69, Min: 8.41
Variance (1.9721522630525295e-31) 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: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 35
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.04541487122028563}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_100_0.04541487122028563
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.727666666666667, Max: 6.8100000000000005, Min: 6.63
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.853
Best-param: {'batch_size': 32, 'max_steps': 1300, 'ppo_config_LR': 0.007889948904054735}
Optimization Iteration: 36
Running with params: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1100_0.0167009944952009
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.434999999999999, Max: 9.620000000000001, Min: 9.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.434999999999999, Max: 9.620000000000001, Min: 9.18
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: 9.434999999999999
Score: 9.434999999999999
Best-score: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 37
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.0020826663610008017}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_300_0.0020826663610008017
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.798333333333334, Max: 7.92, Min: 7.6899999999999995
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 38
Running with params: {'batch_size': 8, 'max_steps': 1000, 'ppo_config_LR': 0.0003955869112862749}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_1000_0.0003955869112862749
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.259000000000002, Max: 10.43, Min: 10.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.259000000000002, Max: 10.43, Min: 10.01
Variance (1.232595164407831e-32) 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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 39
Running with params: {'batch_size': 128, 'max_steps': 500, 'ppo_config_LR': 0.01322717873791339}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_500_0.01322717873791339
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.136999999999999, Max: 8.27, Min: 7.87
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 40
Running with params: {'batch_size': 32, 'max_steps': 1500, 'ppo_config_LR': 5.7413603047768007e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_1500_5.7413603047768007e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.623333333333333, Max: 10.84, Min: 10.4
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 41
Running with params: {'batch_size': 64, 'max_steps': 1800, 'ppo_config_LR': 0.12711882565242907}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1800_0.12711882565242907
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.882, Max: 11.03, Min: 10.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.882, Max: 11.03, Min: 10.73
Variance (1.9721522630525295e-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: 10.882
Score: 10.882
Best-score: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 42
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.05826497757269839}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_300_0.05826497757269839
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.712000000000001, Max: 7.8, Min: 7.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.712000000000001, Max: 7.8, Min: 7.63
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 43
Running with params: {'batch_size': 2, 'max_steps': 700, 'ppo_config_LR': 1.1044019461927654e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_700_1.1044019461927654e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.377999999999998, Max: 11.620000000000001, Min: 11.13
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 44
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.012745762834383905}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_100_0.012745762834383905
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.717, Max: 6.79, Min: 6.6
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 45
Running with params: {'batch_size': 128, 'max_steps': 1100, 'ppo_config_LR': 0.0024652354920995556}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_1100_0.0024652354920995556
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.329, Max: 9.46, Min: 9.16
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 46
Running with params: {'batch_size': 4, 'max_steps': 2700, 'ppo_config_LR': 0.0009338088220678615}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_2700_0.0009338088220678615
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.31166666666667, Max: 18.650000000000002, Min: 18.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 18.31166666666667, Max: 18.650000000000002, Min: 18.04
Variance (1.9721522630525295e-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: 18.31166666666667
Score: 18.31166666666667
Best-score: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 47
Running with params: {'batch_size': 32, 'max_steps': 800, 'ppo_config_LR': 0.00026790927227854356}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_800_0.00026790927227854356
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.928333333333335, Max: 9.1, Min: 8.85
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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 48
Running with params: {'batch_size': 8, 'max_steps': 2300, 'ppo_config_LR': 0.4747789935999595}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_2300_0.4747789935999595
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.77, Max: 14.97, Min: 14.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.77, Max: 14.97, Min: 14.58
Variance (1.9721522630525295e-31) 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: 9.434999999999999
Best-param: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.0167009944952009}
Optimization Iteration: 49
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1000_0.005146237470515862
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.868666666666666, Max: 9.0, Min: 8.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.868666666666666, Max: 9.0, Min: 8.58
Variance (4.930380657631324e-32) 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: 8.868666666666666
Score: 8.868666666666666
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 50
Running with params: {'batch_size': 64, 'max_steps': 400, 'ppo_config_LR': 0.17072251913290343}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_400_0.17072251913290343
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.904, Max: 7.9799999999999995, Min: 7.79
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
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Upto iteration 50: {'batch_size': 5, 'max_steps': 1000.0, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 51
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005030102564426593}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1000_0.005030102564426593
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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: 8.894333333333334, Max: 9.1, Min: 8.61
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.894333333333334
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Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 52
Running with params: {'batch_size': 64, 'max_steps': 900, 'ppo_config_LR': 0.0048225780864483555}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_900_0.0048225780864483555
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.011333333333333, Max: 9.129999999999999, Min: 8.88
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.1093356479670479e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 53
Running with params: {'batch_size': 64, 'max_steps': 500, 'ppo_config_LR': 0.0014805263203183838}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_500_0.0014805263203183838
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Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 54
Running with params: {'batch_size': 64, 'max_steps': 700, 'ppo_config_LR': 0.0001085965669688326}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_700_0.0001085965669688326
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Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 55
Running with params: {'batch_size': 64, 'max_steps': 2000, 'ppo_config_LR': 0.0006645533407259}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_2000_0.0006645533407259
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Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 56
Running with params: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 4.6137231924762966e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_200_4.6137231924762966e-05
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Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 57
Running with params: {'batch_size': 64, 'max_steps': 300, 'ppo_config_LR': 0.00022388594256349617}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_300_0.00022388594256349617
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Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 58
Running with params: {'batch_size': 64, 'max_steps': 400, 'ppo_config_LR': 0.0035187144313842083}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_400_0.0035187144313842083
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 59
Running with params: {'batch_size': 256, 'max_steps': 1600, 'ppo_config_LR': 0.0005005869553711888}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_1600_0.0005005869553711888
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Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 60
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.0013628515405765104}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_600_0.0013628515405765104
Launching 30 jobs, 30 in parallel
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Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 61
Running with params: {'batch_size': 4, 'max_steps': 800, 'ppo_config_LR': 0.005415873740299599}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_800_0.005415873740299599
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.300333333333331, Max: 10.39, Min: 10.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.300333333333331, Max: 10.39, Min: 10.15
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
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 62
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.0025709991637554814}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1000_0.0025709991637554814
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Timings: Avg: 9.219000000000001, Max: 9.34, Min: 8.930000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.219000000000001, Max: 9.34, Min: 8.930000000000001
Variance (4.930380657631324e-32) 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: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 63
Running with params: {'batch_size': 64, 'max_steps': 2100, 'ppo_config_LR': 0.07318360663342875}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_2100_0.07318360663342875
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.666, Max: 11.82, Min: 11.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.666, Max: 11.82, Min: 11.5
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.666
Score: 11.666
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 64
Running with params: {'batch_size': 2, 'max_steps': 1400, 'ppo_config_LR': 0.039657849657009844}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_1400_0.039657849657009844
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Timings: Avg: 15.148666666666669, Max: 15.52, Min: 15.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.148666666666669, Max: 15.52, Min: 15.04
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: 15.148666666666669
Score: 15.148666666666669
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 65
Running with params: {'batch_size': 8, 'max_steps': 2600, 'ppo_config_LR': 3.4673732932721864e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_2600_3.4673732932721864e-05
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Timings: Avg: 15.273333333333333, Max: 15.58, Min: 15.03
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 66
Running with params: {'batch_size': 256, 'max_steps': 1100, 'ppo_config_LR': 0.01578165356210741}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_1100_0.01578165356210741
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.747666666666667, Max: 8.889999999999999, Min: 8.65
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.868666666666666
Best-param: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.005146237470515862}
Optimization Iteration: 67
Running with params: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_800_0.018968082303700784
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.768666666666665, Max: 8.91, Min: 8.540000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.768666666666665, Max: 8.91, Min: 8.540000000000001
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: 8.768666666666665
Score: 8.768666666666665
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 68
Running with params: {'batch_size': 16, 'max_steps': 900, 'ppo_config_LR': 0.00974171034915897}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_900_0.00974171034915897
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.056666666666668, Max: 9.19, Min: 8.899999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.056666666666668, Max: 9.19, Min: 8.899999999999999
Variance (1.9721522630525295e-31) 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: 9.056666666666668
Score: 9.056666666666668
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 69
Running with params: {'batch_size': 16, 'max_steps': 700, 'ppo_config_LR': 0.02226559306721884}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_700_0.02226559306721884
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.876, Max: 8.95, Min: 8.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.876, Max: 8.95, Min: 8.79
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 70
Running with params: {'batch_size': 16, 'max_steps': 500, 'ppo_config_LR': 0.00591722078637862}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_500_0.00591722078637862
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.281666666666668, Max: 8.37, Min: 8.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.281666666666668, Max: 8.37, Min: 8.09
Variance (4.930380657631324e-32) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 71
Running with params: {'batch_size': 16, 'max_steps': 1300, 'ppo_config_LR': 0.0009276593944568654}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_1300_0.0009276593944568654
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.076666666666666, Max: 10.28, Min: 9.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.076666666666666, Max: 10.28, Min: 9.9
Variance (0.0) 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: 10.076666666666666
Score: 10.076666666666666
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 72
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.0100498110514934}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.0100498110514934
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.966, Max: 8.05, Min: 7.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.966, Max: 8.05, Min: 7.83
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 73
Running with params: {'batch_size': 128, 'max_steps': 600, 'ppo_config_LR': 0.0032148003569364976}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_600_0.0032148003569364976
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.318333333333332, Max: 8.41, Min: 8.19
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 74
Running with params: {'batch_size': 4, 'max_steps': 1700, 'ppo_config_LR': 0.0003834815761235562}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_1700_0.0003834815761235562
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.773666666666667, Max: 14.040000000000001, Min: 13.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.773666666666667, Max: 14.040000000000001, Min: 13.5
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.1093356479670479e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.773666666666667
Score: 13.773666666666667
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 75
Running with params: {'batch_size': 64, 'max_steps': 1200, 'ppo_config_LR': 0.09603862139942522}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1200_0.09603862139942522
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.419666666666666, Max: 9.6, Min: 9.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.419666666666666, Max: 9.6, Min: 9.24
Variance (1.9721522630525295e-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: 9.419666666666666
Score: 9.419666666666666
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 76
Running with params: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.2890173953781333}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_800_0.2890173953781333
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.271666666666668, Max: 9.48, Min: 9.14
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 77
Running with params: {'batch_size': 2, 'max_steps': 900, 'ppo_config_LR': 0.0018367566990939077}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_900_0.0018367566990939077
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.316333333333334, Max: 12.52, Min: 12.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.316333333333334, Max: 12.52, Min: 12.12
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 78
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.15709177171552144}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1000_0.15709177171552144
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.952333333333334, Max: 9.08, Min: 8.719999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.952333333333334, Max: 9.08, Min: 8.719999999999999
Variance (1.9721522630525295e-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: 8.952333333333334
Score: 8.952333333333334
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 79
Running with params: {'batch_size': 8, 'max_steps': 700, 'ppo_config_LR': 0.049719250049241194}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_700_0.049719250049241194
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.204333333333333, Max: 9.309999999999999, Min: 8.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.204333333333333, Max: 9.309999999999999, Min: 8.81
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (3.0814879110195774e-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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 80
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.019060809027051175}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.019060809027051175
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.312, Max: 7.43, Min: 7.2
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 81
Running with params: {'batch_size': 128, 'max_steps': 600, 'ppo_config_LR': 0.0065571715270442595}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_600_0.0065571715270442595
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.335666666666667, Max: 8.42, Min: 8.19
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 82
Running with params: {'batch_size': 16, 'max_steps': 3000, 'ppo_config_LR': 0.07406058896608769}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_3000_0.07406058896608769
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.495000000000001, Max: 15.67, Min: 15.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.495000000000001, Max: 15.67, Min: 15.35
Variance (1.9721522630525295e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 83
Running with params: {'batch_size': 64, 'max_steps': 1400, 'ppo_config_LR': 0.031411170403147205}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1400_0.031411170403147205
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.964333333333334, Max: 10.13, Min: 9.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.964333333333334, Max: 10.13, Min: 9.81
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.964333333333334
Score: 9.964333333333334
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 84
Running with params: {'batch_size': 4, 'max_steps': 1700, 'ppo_config_LR': 0.004288231914901889}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_1700_0.004288231914901889
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.857333333333333, Max: 14.08, Min: 13.700000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.857333333333333, Max: 14.08, Min: 13.700000000000001
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.1093356479670479e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.857333333333333
Score: 13.857333333333333
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 85
Running with params: {'batch_size': 64, 'max_steps': 500, 'ppo_config_LR': 0.7319496690905821}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_500_0.7319496690905821
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.209, Max: 8.41, Min: 8.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.209, Max: 8.41, Min: 8.07
Variance (1.9721522630525295e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 86
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.037494661902007564}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_200_0.037494661902007564
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.985333333333332, Max: 8.09, Min: 7.85
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 87
Running with params: {'batch_size': 8, 'max_steps': 300, 'ppo_config_LR': 0.01206388408053681}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_300_0.01206388408053681
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Timings: Avg: 7.994666666666666, Max: 8.11, Min: 7.83
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 88
Running with params: {'batch_size': 64, 'max_steps': 1100, 'ppo_config_LR': 0.0010752287166275896}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1100_0.0010752287166275896
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.489666666666666, Max: 9.58, Min: 9.32
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 89
Running with params: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.00017192832093644272}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_800_0.00017192832093644272
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.191333333333334, Max: 9.34, Min: 8.98
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 90
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.11821253764890736}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.11821253764890736
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.708666666666667, Max: 6.79, Min: 6.619999999999999
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 91
Running with params: {'batch_size': 64, 'max_steps': 1900, 'ppo_config_LR': 0.0028932233877762554}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1900_0.0028932233877762554
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.041, Max: 11.280000000000001, Min: 10.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.041, Max: 11.280000000000001, Min: 10.86
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: 11.041
Score: 11.041
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 92
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.0015569005164817447}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_900_0.0015569005164817447
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.32, Max: 8.42, Min: 8.1
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 93
Running with params: {'batch_size': 4, 'max_steps': 2400, 'ppo_config_LR': 0.020262820797181006}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_2400_0.020262820797181006
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.023666666666667, Max: 17.290000000000003, Min: 16.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 17.023666666666667, Max: 17.290000000000003, Min: 16.72
Variance (1.9721522630525295e-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: 17.023666666666667
Score: 17.023666666666667
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 94
Running with params: {'batch_size': 64, 'max_steps': 1200, 'ppo_config_LR': 0.008399289269749026}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1200_0.008399289269749026
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.452, Max: 9.55, Min: 9.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.452, Max: 9.55, Min: 9.28
Variance (1.9721522630525295e-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: 9.452
Score: 9.452
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 95
Running with params: {'batch_size': 16, 'max_steps': 1400, 'ppo_config_LR': 0.0003974007457362445}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_1400_0.0003974007457362445
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.716333333333331, Max: 10.799999999999999, Min: 10.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.716333333333331, Max: 10.799999999999999, Min: 10.53
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (2.7733391199176196e-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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 96
Running with params: {'batch_size': 2, 'max_steps': 700, 'ppo_config_LR': 0.2347965258048842}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_700_0.2347965258048842
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.296333333333335, Max: 11.43, Min: 11.069999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.296333333333335, Max: 11.43, Min: 11.069999999999999
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 97
Running with params: {'batch_size': 64, 'max_steps': 400, 'ppo_config_LR': 0.002152240267639937}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_400_0.002152240267639937
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.9449999999999985, Max: 8.02, Min: 7.84
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 98
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 0.02530455289309281}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_500_0.02530455289309281
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.595, Max: 8.73, Min: 8.42
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 99
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.004097737299371014}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_600_0.004097737299371014
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.613000000000001, Max: 8.690000000000001, Min: 8.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.613000000000001, Max: 8.690000000000001, Min: 8.5
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 100
Running with params: {'batch_size': 128, 'max_steps': 1000, 'ppo_config_LR': 1.788358006614254e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_1000_1.788358006614254e-05
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Upto iteration 100: {'batch_size': 3, 'max_steps': 800.0, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 101
Running with params: {'batch_size': 64, 'max_steps': 1600, 'ppo_config_LR': 0.0007243752970217838}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1600_0.0007243752970217838
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 102
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.00999299948351209}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_300_0.00999299948351209
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 103
Running with params: {'batch_size': 4, 'max_steps': 800, 'ppo_config_LR': 7.320392030002871e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_800_7.320392030002871e-05
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Timings: Avg: 10.427666666666665, Max: 10.540000000000001, Min: 10.290000000000001
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 104
Running with params: {'batch_size': 64, 'max_steps': 2100, 'ppo_config_LR': 0.00029463963431494673}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_2100_0.00029463963431494673
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 105
Running with params: {'batch_size': 16, 'max_steps': 1100, 'ppo_config_LR': 0.05441443661752956}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_1100_0.05441443661752956
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.919666666666664, Max: 10.059999999999999, Min: 9.79
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 106
Running with params: {'batch_size': 2, 'max_steps': 700, 'ppo_config_LR': 0.4982343481342392}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_700_0.4982343481342392
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.253333333333334, Max: 11.4, Min: 11.100000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.253333333333334, Max: 11.4, Min: 11.100000000000001
Variance (1.9721522630525295e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 107
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.000128695916702004}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1000_0.000128695916702004
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.316666666666666, Max: 9.45, Min: 9.15
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 108
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 0.0070231151741815484}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_500_0.0070231151741815484
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.591333333333333, Max: 8.67, Min: 8.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.591333333333333, Max: 8.67, Min: 8.49
Variance (4.930380657631324e-32) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 109
Running with params: {'batch_size': 16, 'max_steps': 1300, 'ppo_config_LR': 0.07024587726426552}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_1300_0.07024587726426552
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.534333333333333, Max: 10.77, Min: 10.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.534333333333333, Max: 10.77, Min: 10.33
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 110
Running with params: {'batch_size': 32, 'max_steps': 2300, 'ppo_config_LR': 0.0008903249034491768}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_2300_0.0008903249034491768
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.246666666666664, Max: 12.53, Min: 12.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.246666666666664, Max: 12.53, Min: 12.06
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: 12.246666666666664
Score: 12.246666666666664
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 111
Running with params: {'batch_size': 64, 'max_steps': 1900, 'ppo_config_LR': 0.015678383549790096}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_1900_0.015678383549790096
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.131, Max: 11.23, Min: 11.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.131, Max: 11.23, Min: 11.02
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.131
Score: 11.131
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 112
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.0005326928564056124}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.0005326928564056124
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.750333333333334, Max: 6.84, Min: 6.6499999999999995
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 113
Running with params: {'batch_size': 256, 'max_steps': 600, 'ppo_config_LR': 0.028644703015341593}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_600_0.028644703015341593
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.745666666666668, Max: 7.819999999999999, Min: 7.67
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 114
Running with params: {'batch_size': 4, 'max_steps': 1500, 'ppo_config_LR': 0.00537657231180394}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_1500_0.00537657231180394
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.024000000000001, Max: 13.22, Min: 12.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.024000000000001, Max: 13.22, Min: 12.879999999999999
Variance (0.0) 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: 13.024000000000001
Score: 13.024000000000001
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 115
Running with params: {'batch_size': 64, 'max_steps': 2700, 'ppo_config_LR': 0.0011992407959043117}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_2700_0.0011992407959043117
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.75866666666667, Max: 12.93, Min: 12.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.75866666666667, Max: 12.93, Min: 12.59
Variance (4.930380657631324e-32) 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: 12.75866666666667
Score: 12.75866666666667
Best-score: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 116
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.011810687995041404}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.011810687995041404
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Timings: Avg: 7.597666666666668, Max: 7.6899999999999995, Min: 7.47
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: 8.768666666666665
Best-param: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 0.018968082303700784}
Optimization Iteration: 117
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_300_0.14585403293185584
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.375666666666666, Max: 8.44, Min: 8.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.375666666666666, Max: 8.44, Min: 8.27
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Score: 8.375666666666666
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 118
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.6787944822722738}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_200_0.6787944822722738
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.108666666666668, Max: 8.25, Min: 7.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.108666666666668, Max: 8.25, Min: 7.99
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 119
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.1540320928804995}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_100_0.1540320928804995
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.786333333333333, Max: 6.9, Min: 6.67
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 120
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.34834495104551283}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_300_0.34834495104551283
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.698, Max: 8.81, Min: 8.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.698, Max: 8.81, Min: 8.41
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 121
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.09185663911832348}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_200_0.09185663911832348
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.007000000000003, Max: 8.07, Min: 7.88
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 122
Running with params: {'batch_size': 2, 'max_steps': 400, 'ppo_config_LR': 0.9549766357242465}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_400_0.9549766357242465
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.541333333333332, Max: 9.620000000000001, Min: 9.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.541333333333332, Max: 9.620000000000001, Min: 9.33
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 123
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.039894328059866584}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_300_0.039894328059866584
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.776, Max: 8.89, Min: 8.639999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.776, Max: 8.89, Min: 8.639999999999999
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (2.7733391199176196e-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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 124
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.1711154413411863}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_200_0.1711154413411863
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.065999999999999, Max: 8.17, Min: 7.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.065999999999999, Max: 8.17, Min: 7.81
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 125
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.244341718050019}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_0.244341718050019
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.722666666666668, Max: 6.79, Min: 6.59
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 126
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.09193161653765672}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_200_0.09193161653765672
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.579666666666668, Max: 7.67, Min: 7.4799999999999995
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 127
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.3410457454426471}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.3410457454426471
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.821, Max: 7.9399999999999995, Min: 7.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.821, Max: 7.9399999999999995, Min: 7.5
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 128
Running with params: {'batch_size': 2, 'max_steps': 400, 'ppo_config_LR': 0.13762082304638926}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_400_0.13762082304638926
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.587666666666669, Max: 9.68, Min: 9.47
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 129
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.04817844957203837}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.04817844957203837
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.752333333333334, Max: 6.85, Min: 6.659999999999999
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 130
Running with params: {'batch_size': 256, 'max_steps': 500, 'ppo_config_LR': 0.577034485942945}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_500_0.577034485942945
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.627999999999999, Max: 7.71, Min: 7.470000000000001
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 131
Running with params: {'batch_size': 4, 'max_steps': 400, 'ppo_config_LR': 0.43015740685540355}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_400_0.43015740685540355
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.781333333333334, Max: 8.85, Min: 8.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.781333333333334, Max: 8.85, Min: 8.65
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 132
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.023580563662637874}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.023580563662637874
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Score: 3.4028234663852886e+38
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 133
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.018609635598654254}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_100_0.018609635598654254
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Timings: Avg: 6.750333333333334, Max: 6.83, Min: 6.6
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 134
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 0.20641511933329207}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_200_0.20641511933329207
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Timings: Avg: 7.519, Max: 7.6, Min: 7.369999999999999
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 135
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.0017086809634126621}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_600_0.0017086809634126621
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Timings: Avg: 8.605999999999998, Max: 8.71, Min: 8.44
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 136
Running with params: {'batch_size': 8, 'max_steps': 800, 'ppo_config_LR': 0.002467083796317081}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_800_0.002467083796317081
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.533, Max: 9.639999999999999, Min: 9.229999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.533, Max: 9.639999999999999, Min: 9.229999999999999
Variance (4.930380657631324e-32) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 137
Running with params: {'batch_size': 128, 'max_steps': 500, 'ppo_config_LR': 0.11352082087691534}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_500_0.11352082087691534
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.104666666666668, Max: 8.2, Min: 7.989999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.104666666666668, Max: 8.2, Min: 7.989999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.437342591868191e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 138
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.00345343119430758}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_900_0.00345343119430758
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.310999999999998, Max: 8.42, Min: 8.12
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 139
Running with params: {'batch_size': 2, 'max_steps': 700, 'ppo_config_LR': 0.03388920507634688}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_700_0.03388920507634688
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.158333333333333, Max: 11.280000000000001, Min: 10.979999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.158333333333333, Max: 11.280000000000001, Min: 10.979999999999999
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 140
Running with params: {'batch_size': 4, 'max_steps': 1200, 'ppo_config_LR': 0.08150522872431078}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_1200_0.08150522872431078
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.047666666666666, Max: 12.34, Min: 11.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.047666666666666, Max: 12.34, Min: 11.87
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 141
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.0641142995986365}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.0641142995986365
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.5200000000000005, Max: 7.67, Min: 7.390000000000001
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 142
Running with params: {'batch_size': 32, 'max_steps': 400, 'ppo_config_LR': 0.013968003423240213}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_400_0.013968003423240213
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.874666666666666, Max: 7.96, Min: 7.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.874666666666666, Max: 7.96, Min: 7.62
Variance (0.0) too small, using delta distribution
Variance (1.9721522630525295e-31) 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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 143
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 1.0837180051953684e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_300_1.0837180051953684e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.879666666666667, Max: 8.95, Min: 8.76
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 144
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.007625246963248562}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_100_0.007625246963248562
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.729333333333334, Max: 6.79, Min: 6.65
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: 8.375666666666666
Best-param: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.14585403293185584}
Optimization Iteration: 145
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.277441734162174
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.715333333333334, Max: 7.91, Min: 7.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.715333333333334, Max: 7.91, Min: 7.55
Variance (1.9721522630525295e-31) 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: 7.715333333333334
Score: 7.715333333333334
Best-score: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 146
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.3032107236161036}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.3032107236161036
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.086333333333332, Max: 8.25, Min: 7.890000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.086333333333332, Max: 8.25, Min: 7.890000000000001
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: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 147
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.21253439925012363}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.21253439925012363
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.836333333333333, Max: 7.99, Min: 7.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.836333333333333, Max: 7.99, Min: 7.72
Variance (1.9721522630525295e-31) 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: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 148
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.7284173141894704}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_600_0.7284173141894704
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Timings: Avg: 8.705000000000002, Max: 8.770000000000001, Min: 8.610000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.705000000000002, Max: 8.770000000000001, Min: 8.610000000000001
Variance (1.9721522630525295e-31) 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
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 149
Running with params: {'batch_size': 16, 'max_steps': 500, 'ppo_config_LR': 0.05858892742387413}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_500_0.05858892742387413
Launching 30 jobs, 30 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.315333333333333, Max: 8.47, Min: 8.18
Variance (1.1093356479670479e-31) too small, using delta distribution
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Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 150
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.4172237115209872}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.4172237115209872
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.474333333333333, Max: 7.69, Min: 7.359999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.474333333333333, Max: 7.69, Min: 7.359999999999999
Variance (1.9721522630525295e-31) 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: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Upto iteration 150: {'batch_size': 3, 'max_steps': 400.0, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 151
Running with params: {'batch_size': 16, 'max_steps': 700, 'ppo_config_LR': 0.13679434658197068}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_700_0.13679434658197068
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Timings: Avg: 8.527333333333335, Max: 8.63, Min: 8.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.527333333333335, Max: 8.63, Min: 8.34
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.527333333333335
Score: 8.527333333333335
Best-score: 7.715333333333334
Best-param: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.277441734162174}
Optimization Iteration: 152
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.5815397920944015
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.446, Max: 7.54, Min: 7.289999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.446, Max: 7.54, Min: 7.289999999999999
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.446
Score: 7.446
Best-score: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 153
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5133308122713356}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.5133308122713356
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.807333333333333, Max: 7.88, Min: 7.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.807333333333333, Max: 7.88, Min: 7.7
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 154
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.9947219111408739}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.9947219111408739
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.499666666666666, Max: 7.6000000000000005, Min: 7.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.499666666666666, Max: 7.6000000000000005, Min: 7.29
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 155
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.8264445354731019}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.8264445354731019
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.76, Max: 7.8999999999999995, Min: 7.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.76, Max: 7.8999999999999995, Min: 7.4
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 156
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.5988143649397285}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.5988143649397285
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.514333333333332, Max: 7.6, Min: 7.369999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.514333333333332, Max: 7.6, Min: 7.369999999999999
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 157
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.2769828722211847}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.2769828722211847
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.110000000000001, Max: 8.19, Min: 7.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.110000000000001, Max: 8.19, Min: 7.8
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 158
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.4043007439717224}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.4043007439717224
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.792000000000001, Max: 7.86, Min: 7.619999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.792000000000001, Max: 7.86, Min: 7.619999999999999
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 159
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.1307334046597876}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.1307334046597876
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.52, Max: 7.6, Min: 7.42
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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 160
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.1923095717667705}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.1923095717667705
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.128666666666666, Max: 8.23, Min: 8.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.128666666666666, Max: 8.23, Min: 8.02
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 161
Running with params: {'batch_size': 16, 'max_steps': 500, 'ppo_config_LR': 0.11374439155249767}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_500_0.11374439155249767
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.139666666666667, Max: 8.290000000000001, Min: 7.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.139666666666667, Max: 8.290000000000001, Min: 7.88
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 162
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.9749878240200753}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.9749878240200753
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.462666666666667, Max: 7.53, Min: 7.3500000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.462666666666667, Max: 7.53, Min: 7.3500000000000005
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.462666666666667
Score: 7.462666666666667
Best-score: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 163
Running with params: {'batch_size': 128, 'max_steps': 200, 'ppo_config_LR': 0.6034711344835365}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_200_0.6034711344835365
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.433999999999999, Max: 7.5600000000000005, Min: 7.3100000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.433999999999999, Max: 7.5600000000000005, Min: 7.3100000000000005
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 164
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.9034924565702461}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_100_0.9034924565702461
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Timings: Avg: 6.730666666666668, Max: 6.79, Min: 6.67
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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 165
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.24963606973207694}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.24963606973207694
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Timings: Avg: 7.4766666666666675, Max: 7.569999999999999, Min: 7.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.4766666666666675, Max: 7.569999999999999, Min: 7.25
Variance (1.9721522630525295e-31) 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: 7.4766666666666675
Score: 7.4766666666666675
Best-score: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 166
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.9599791583478086}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.9599791583478086
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.488333333333332, Max: 7.6, Min: 7.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.488333333333332, Max: 7.6, Min: 7.22
Variance (1.9721522630525295e-31) 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: 7.446
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5815397920944015}
Optimization Iteration: 167
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.2385852584305304
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.434, Max: 7.5200000000000005, Min: 7.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.434, Max: 7.5200000000000005, Min: 7.18
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.434
Score: 7.434
Best-score: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 168
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.3867270800156932}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.3867270800156932
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.710666666666667, Max: 6.79, Min: 6.550000000000001
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 169
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.47594062292600686}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.47594062292600686
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Timings: Avg: 6.711999999999999, Max: 6.79, Min: 6.609999999999999
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 170
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.3378691467298522}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.3378691467298522
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.4556666666666676, Max: 7.53, Min: 7.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.4556666666666676, Max: 7.53, Min: 7.33
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.4556666666666676
Score: 7.4556666666666676
Best-score: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 171
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.7329094736023538}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.7329094736023538
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.496666666666665, Max: 7.58, Min: 7.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.496666666666665, Max: 7.58, Min: 7.12
Variance (1.9721522630525295e-31) 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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 172
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.9839464533871337}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.9839464533871337
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.706, Max: 6.8100000000000005, Min: 6.619999999999999
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 173
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.18667300648106244}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.18667300648106244
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.535333333333333, Max: 7.65, Min: 7.3999999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.535333333333333, Max: 7.65, Min: 7.3999999999999995
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) 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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 174
Running with params: {'batch_size': 4, 'max_steps': 300, 'ppo_config_LR': 0.6200911349306686}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_300_0.6200911349306686
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.861333333333333, Max: 7.96, Min: 7.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.861333333333333, Max: 7.96, Min: 7.75
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.861333333333333
Score: 7.861333333333333
Best-score: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 175
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.04388931603000999}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.04388931603000999
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.513, Max: 7.61, Min: 7.42
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 176
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.30310594447847206}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_0.30310594447847206
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.717999999999998, Max: 6.84, Min: 6.640000000000001
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 177
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.09282444839687673}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.09282444839687673
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.820666666666667, Max: 8.08, Min: 7.61
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 178
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.7675639161917613}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_200_0.7675639161917613
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.5953333333333335, Max: 7.68, Min: 7.4399999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.5953333333333335, Max: 7.68, Min: 7.4399999999999995
Variance (1.9721522630525295e-31) 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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 179
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.4725222189998957}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.4725222189998957
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.540666666666667, Max: 7.62, Min: 7.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.540666666666667, Max: 7.62, Min: 7.27
Variance (1.9721522630525295e-31) 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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 180
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.22016495295464206}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.22016495295464206
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.716333333333335, Max: 6.8100000000000005, Min: 6.640000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 181
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.0987528552458926}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_400_0.0987528552458926
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Timings: Avg: 7.303, Max: 7.390000000000001, Min: 7.11
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 182
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 3.2498148388433715e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_3.2498148388433715e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.837666666666666, Max: 7.92, Min: 7.72
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 183
Running with params: {'batch_size': 4, 'max_steps': 300, 'ppo_config_LR': 0.3470630432775061}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_300_0.3470630432775061
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.162666666666667, Max: 8.29, Min: 7.930000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.162666666666667, Max: 8.29, Min: 7.930000000000001
Variance (1.9721522630525295e-31) 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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 184
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.1605569127094028}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.1605569127094028
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.520333333333335, Max: 7.609999999999999, Min: 7.42
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 185
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.07669569593225016}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_0.07669569593225016
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.727333333333333, Max: 6.82, Min: 6.6
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 186
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.5649208720102489}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.5649208720102489
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.447666666666666, Max: 7.51, Min: 7.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.447666666666666, Max: 7.51, Min: 7.37
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: 7.447666666666666
Score: 7.447666666666666
Best-score: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 187
Running with params: {'batch_size': 8, 'max_steps': 400, 'ppo_config_LR': 0.05711591174640472}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_400_0.05711591174640472
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.277333333333333, Max: 8.370000000000001, Min: 8.13
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 188
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.030520628893234553}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.030520628893234553
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.6179999999999986, Max: 7.72, Min: 7.47
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 189
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.24377061498920838}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.24377061498920838
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.7716666666666665, Max: 6.86, Min: 6.630000000000001
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: 7.434
Best-param: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.2385852584305304}
Optimization Iteration: 190
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.33745537315420393
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.132000000000001, Max: 7.24, Min: 7.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.132000000000001, Max: 7.24, Min: 7.0
Variance (1.9721522630525295e-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: 7.132000000000001
Score: 7.132000000000001
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 191
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.5471739566236462}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.5471739566236462
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.730000000000001, Max: 6.83, Min: 6.63
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 192
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.191988105772495}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_100_0.191988105772495
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.726, Max: 6.79, Min: 6.64
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 193
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.7515966440868801}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_0.7515966440868801
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.754666666666667, Max: 7.88, Min: 7.609999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.754666666666667, Max: 7.88, Min: 7.609999999999999
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 194
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.11553617420920169}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.11553617420920169
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Timings: Avg: 6.750666666666667, Max: 6.8100000000000005, Min: 6.66
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 195
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.03878667767464696}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.03878667767464696
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Timings: Avg: 6.7443333333333335, Max: 6.8100000000000005, Min: 6.65
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 196
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 0.43727816965728866}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_200_0.43727816965728866
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Timings: Avg: 7.4416666666666655, Max: 7.52, Min: 7.3500000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.4416666666666655, Max: 7.52, Min: 7.3500000000000005
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 197
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.07044201709820681}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_200_0.07044201709820681
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Timings: Avg: 7.568333333333336, Max: 7.640000000000001, Min: 7.41
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 198
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.15847240151696076}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.15847240151696076
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Timings: Avg: 6.725, Max: 6.79, Min: 6.67
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 199
Running with params: {'batch_size': 128, 'max_steps': 500, 'ppo_config_LR': 0.024113562038387434}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_500_0.024113562038387434
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Timings: Avg: 8.069666666666667, Max: 8.18, Min: 7.95
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 200
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.6181007999946329}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.6181007999946329
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.512666666666666, Max: 7.63, Min: 7.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.512666666666666, Max: 7.63, Min: 7.34
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Upto iteration 200: {'batch_size': 3, 'max_steps': 200.0, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 201
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.05263859232670424}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_300_0.05263859232670424
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Timings: Avg: 7.151333333333331, Max: 7.28, Min: 7.04
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 202
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.3646367120734434}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.3646367120734434
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.165666666666667, Max: 7.23, Min: 7.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.165666666666667, Max: 7.23, Min: 7.06
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.165666666666667
Score: 7.165666666666667
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 203
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 1.9069452484890045e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_100_1.9069452484890045e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.730333333333333, Max: 6.8100000000000005, Min: 6.67
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 204
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.27778916140545024}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.27778916140545024
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.725, Max: 6.8100000000000005, Min: 6.63
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 205
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 9.920708873640985e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_9.920708873640985e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.728333333333334, Max: 6.91, Min: 6.6499999999999995
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 206
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.35692274851587863}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.35692274851587863
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.745333333333333, Max: 6.800000000000001, Min: 6.619999999999999
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 207
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.9976459259215199}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_200_0.9976459259215199
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.602333333333333, Max: 7.71, Min: 7.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.602333333333333, Max: 7.71, Min: 7.39
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 208
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.09122826231059834}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.09122826231059834
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.533, Max: 7.6000000000000005, Min: 7.39
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 209
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.21539030635153059}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.21539030635153059
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Timings: Avg: 6.711666666666665, Max: 6.83, Min: 6.47
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 210
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.13466808302916583}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.13466808302916583
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Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 211
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.06814016157185412}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.06814016157185412
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Timings: Avg: 7.493666666666666, Max: 7.57, Min: 7.3999999999999995
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Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 212
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.042542896149589726}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_100_0.042542896149589726
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Timings: Avg: 6.740666666666665, Max: 6.8, Min: 6.6000000000000005
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Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 213
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.9915060934279656}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_0.9915060934279656
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.776666666666667, Max: 7.859999999999999, Min: 7.6499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.776666666666667, Max: 7.859999999999999, Min: 7.6499999999999995
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 214
Running with params: {'batch_size': 16, 'max_steps': 400, 'ppo_config_LR': 0.030432197058350936}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_400_0.030432197058350936
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.036, Max: 8.24, Min: 7.88
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 215
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.010787458517582385}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_300_0.010787458517582385
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Timings: Avg: 7.848666666666667, Max: 7.99, Min: 7.67
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 216
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 0.7864658838767703}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_200_0.7864658838767703
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.446666666666667, Max: 7.5600000000000005, Min: 7.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.446666666666667, Max: 7.5600000000000005, Min: 7.21
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 217
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.4102148645515184}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_100_0.4102148645515184
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.715666666666667, Max: 6.83, Min: 6.55
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 218
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.11178125395727953}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.11178125395727953
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.553666666666667, Max: 7.66, Min: 7.409999999999999
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 219
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.00019350223955814634}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.00019350223955814634
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.730999999999998, Max: 6.8100000000000005, Min: 6.6499999999999995
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 220
Running with params: {'batch_size': 128, 'max_steps': 300, 'ppo_config_LR': 0.28323194745394453}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_300_0.28323194745394453
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.642333333333331, Max: 7.77, Min: 7.300000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.642333333333331, Max: 7.77, Min: 7.300000000000001
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 221
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 0.18103529790235226}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_200_0.18103529790235226
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.938666666666665, Max: 7.069999999999999, Min: 6.84
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 222
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.015805114120796663}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.015805114120796663
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.730333333333332, Max: 6.79, Min: 6.64
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 223
Running with params: {'batch_size': 4, 'max_steps': 400, 'ppo_config_LR': 0.49384226495090433}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_400_0.49384226495090433
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.647666666666664, Max: 8.73, Min: 8.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.647666666666664, Max: 8.73, Min: 8.51
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.1093356479670479e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 224
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.34187426890008}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.34187426890008
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.134666666666666, Max: 7.2, Min: 7.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.134666666666666, Max: 7.2, Min: 7.06
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.134666666666666
Score: 7.134666666666666
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 225
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.019499308170344818}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.019499308170344818
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Timings: Avg: 6.712666666666667, Max: 6.800000000000001, Min: 6.64
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 226
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.0766418327214286}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_0.0766418327214286
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Timings: Avg: 6.723000000000001, Max: 6.8, Min: 6.63
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 227
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.13814001892548033}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.13814001892548033
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Timings: Avg: 7.495, Max: 7.57, Min: 7.29
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 228
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.23345943496416424}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.23345943496416424
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Timings: Avg: 6.7556666666666665, Max: 6.82, Min: 6.640000000000001
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 229
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 0.035096778107871894}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_100_0.035096778107871894
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Timings: Avg: 6.737333333333334, Max: 6.83, Min: 6.64
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 230
Running with params: {'batch_size': 64, 'max_steps': 200, 'ppo_config_LR': 0.056434920398892634}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_200_0.056434920398892634
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Timings: Avg: 7.469666666666667, Max: 7.630000000000001, Min: 7.34
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Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 231
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.3449992068212026}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.3449992068212026
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.7139999999999995, Max: 6.800000000000001, Min: 6.64
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 232
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 0.10204829989732359}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_200_0.10204829989732359
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Timings: Avg: 6.944999999999999, Max: 7.01, Min: 6.82
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 233
Running with params: {'batch_size': 128, 'max_steps': 200, 'ppo_config_LR': 0.17554954573084097}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_200_0.17554954573084097
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.422333333333333, Max: 7.510000000000001, Min: 7.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.422333333333333, Max: 7.510000000000001, Min: 7.29
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 234
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.02587744212489941}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.02587744212489941
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.722333333333334, Max: 6.84, Min: 6.609999999999999
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 235
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.047832138248490676}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_200_0.047832138248490676
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Timings: Avg: 7.935666666666665, Max: 8.03, Min: 7.83
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 236
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 0.29218038165532956}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_100_0.29218038165532956
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.721666666666666, Max: 6.800000000000001, Min: 6.6
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 237
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.7532113527653842}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.7532113527653842
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.708333333333333, Max: 6.79, Min: 6.61
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 238
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.008971942573005579}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_300_0.008971942573005579
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.799333333333334, Max: 7.9, Min: 7.7
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 239
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.12135744303908598}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.12135744303908598
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.562999999999999, Max: 7.68, Min: 7.42
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 240
Running with params: {'batch_size': 8, 'max_steps': 100, 'ppo_config_LR': 5.352379792289604e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_8_100_5.352379792289604e-05
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Timings: Avg: 6.695666666666667, Max: 6.8, Min: 6.6
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 241
Running with params: {'batch_size': 64, 'max_steps': 300, 'ppo_config_LR': 0.00029545383499254217}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_64_300_0.00029545383499254217
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Timings: Avg: 7.715333333333334, Max: 7.8, Min: 7.58
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 242
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.2169290620092589}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.2169290620092589
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.179666666666666, Max: 7.26, Min: 7.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.179666666666666, Max: 7.26, Min: 7.11
Variance (1.9721522630525295e-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: 7.179666666666666
Score: 7.179666666666666
Best-score: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 243
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.006149904191338296}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_128_100_0.006149904191338296
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Timings: Avg: 6.700666666666667, Max: 6.79, Min: 6.63
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 244
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.4045464114379783}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.4045464114379783
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Timings: Avg: 6.724333333333334, Max: 6.79, Min: 6.63
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 245
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.08487431621015466}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_256_100_0.08487431621015466
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Timings: Avg: 6.712, Max: 6.819999999999999, Min: 6.6
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 246
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.012767847776601242}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_2_100_0.012767847776601242
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Timings: Avg: 6.731666666666667, Max: 6.84, Min: 6.6000000000000005
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 247
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.6456159082845792}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_200_0.6456159082845792
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Timings: Avg: 7.523333333333335, Max: 7.62, Min: 7.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.523333333333335, Max: 7.62, Min: 7.39
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 248
Running with params: {'batch_size': 4, 'max_steps': 200, 'ppo_config_LR': 0.17923775646328952}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_4_200_0.17923775646328952
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.770333333333334, Max: 7.8500000000000005, Min: 7.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 7.770333333333334, Max: 7.8500000000000005, Min: 7.6
Variance (1.9721522630525295e-31) 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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 249
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.9553349736906631}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_16_100_0.9553349736906631
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.742333333333334, Max: 6.83, Min: 6.62
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Optimization Iteration: 250
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.4743038760830869}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597771465/assert_95709944_32_100_0.4743038760830869
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.730666666666667, Max: 6.8, Min: 6.64
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: 7.132000000000001
Best-param: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.33745537315420393}
Upto iteration 250: {'batch_size': 3, 'max_steps': 200.0, 'ppo_config_LR': 0.33745537315420393}
Breaking...
{'batch_size': 3, 'max_steps': 200.0, 'ppo_config_LR': 0.33745537315420393}
Best score: 7.132000000000001
Repeated params: 0
Trials: 251
Best param {'batch_size': 3, 'max_steps': 200.0, 'ppo_config_LR': 0.33745537315420393}
Reduction: 52.73691186216036%
Speedup: 2.1158160403813793x
Optimizer time: 2252.16406083107
