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_2d_ppo
Params: ppo_config_LR,47,22,ParamType.LR,0.005
batch_size,171,47,ParamType.CHAINS,64
max_steps,173,80,ParamType.ITER,10000
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 39.156
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.005, 'batch_size': 64, 'max_steps': 10000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_0.005_64_10000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 39.02633333333333, Max: 39.720000000000006, Min: 38.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 39.02633333333333, Max: 39.720000000000006, Min: 38.42
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.02633333333333
Score: 39.02633333333333
Best-score: 39.02633333333333
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 64, 'max_steps': 10000}
>>Setting original runtime to 39.02633333333333
Optimization Iteration: 1
Running with params: {'batch_size': 512, 'max_steps': 2400, 'ppo_config_LR': 0.47900111418774505}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_2400_0.47900111418774505
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.648, Max: 15.84, Min: 15.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.648, Max: 15.84, Min: 15.45
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 39.02633333333333
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 64, 'max_steps': 10000}
Optimization Iteration: 2
Running with params: {'batch_size': 2, 'max_steps': 4900, 'ppo_config_LR': 0.0010746378388079311}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_4900_0.0010746378388079311
Launching 30 jobs, 30 in parallel
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Timings: Avg: 39.998666666666665, Max: 41.12, Min: 39.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 39.998666666666665, Max: 41.12, Min: 39.1
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.998666666666665
Score: 39.998666666666665
Best-score: 39.02633333333333
Best-param: {'ppo_config_LR': 0.005, 'batch_size': 64, 'max_steps': 10000}
Optimization Iteration: 3
Running with params: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_8000_0.007387639912044195
Launching 30 jobs, 30 in parallel
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Timings: Avg: 32.419666666666664, Max: 33.04, Min: 31.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 32.419666666666664, Max: 33.04, Min: 31.97
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: 32.419666666666664
Score: 32.419666666666664
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 4
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.0006162232933091824}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_200_0.0006162232933091824
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.494999999999999, Max: 7.63, Min: 7.38
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 5
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.02196628731197287}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_100_0.02196628731197287
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.255333333333334, Max: 7.340000000000001, Min: 7.1499999999999995
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 6
Running with params: {'batch_size': 2, 'max_steps': 1100, 'ppo_config_LR': 0.0222075127612064}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_1100_0.0222075127612064
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.172666666666665, Max: 13.38, Min: 12.91
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 7
Running with params: {'batch_size': 8, 'max_steps': 4900, 'ppo_config_LR': 0.5937852166940129}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_4900_0.5937852166940129
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.133666666666667, Max: 31.520000000000003, Min: 30.66
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 8
Running with params: {'batch_size': 512, 'max_steps': 1600, 'ppo_config_LR': 9.37455221817614e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_1600_9.37455221817614e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.488333333333333, Max: 11.58, Min: 11.34
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 9
Running with params: {'batch_size': 128, 'max_steps': 1200, 'ppo_config_LR': 0.24302810489700263}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_1200_0.24302810489700263
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.265666666666666, Max: 11.48, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.265666666666666, Max: 11.48, Min: 11.11
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 10
Running with params: {'batch_size': 1024, 'max_steps': 5400, 'ppo_config_LR': 0.19570567044567294}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_5400_0.19570567044567294
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.734999999999996, Max: 19.89, Min: 19.43
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 11
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.0002036795991418151}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_200_0.0002036795991418151
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.483666666666665, Max: 7.659999999999999, 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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 12
Running with params: {'batch_size': 256, 'max_steps': 1000, 'ppo_config_LR': 0.0001483722596518065}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1000_0.0001483722596518065
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.009333333333332, Max: 10.21, Min: 9.860000000000001
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 13
Running with params: {'batch_size': 8, 'max_steps': 1900, 'ppo_config_LR': 0.0002973336819834868}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_1900_0.0002973336819834868
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.711333333333334, Max: 13.88, Min: 13.540000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.711333333333334, Max: 13.88, Min: 13.540000000000001
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 14
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.0014519520409736419}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_100_0.0014519520409736419
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Timings: Avg: 7.258666666666667, Max: 7.34, Min: 7.18
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 15
Running with params: {'batch_size': 32, 'max_steps': 1600, 'ppo_config_LR': 0.7272466141279265}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_1600_0.7272466141279265
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Timings: Avg: 13.254666666666667, Max: 13.58, Min: 13.06
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 16
Running with params: {'batch_size': 2, 'max_steps': 5000, 'ppo_config_LR': 1.9729774344182566e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_5000_1.9729774344182566e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 39.99366666666666, Max: 40.699999999999996, Min: 39.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 39.99366666666666, Max: 40.699999999999996, Min: 39.26
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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 17
Running with params: {'batch_size': 16, 'max_steps': 5600, 'ppo_config_LR': 0.5356669224934608}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_5600_0.5356669224934608
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.482666666666663, Max: 32.11, Min: 31.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 31.482666666666663, Max: 32.11, Min: 31.0
Variance (4.930380657631324e-32) 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: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 18
Running with params: {'batch_size': 512, 'max_steps': 500, 'ppo_config_LR': 0.02943949379695848}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_500_0.02943949379695848
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Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 19
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.1653960520843873}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_200_0.1653960520843873
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Failed tests : 30
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Score: 3.4028234663852886e+38
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 20
Running with params: {'batch_size': 16, 'max_steps': 2300, 'ppo_config_LR': 0.0649397722763297}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_2300_0.0649397722763297
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 21
Running with params: {'batch_size': 256, 'max_steps': 9100, 'ppo_config_LR': 0.005214473082163258}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_9100_0.005214473082163258
Launching 30 jobs, 30 in parallel
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Timings: Avg: 36.48300000000001, Max: 36.85, Min: 35.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 36.48300000000001, Max: 36.85, Min: 35.73
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: 36.48300000000001
Score: 36.48300000000001
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 22
Running with params: {'batch_size': 256, 'max_steps': 9600, 'ppo_config_LR': 0.004888734446807386}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_9600_0.004888734446807386
Launching 30 jobs, 30 in parallel
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Timings: Avg: 38.062666666666665, Max: 38.4, Min: 37.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 38.062666666666665, Max: 38.4, Min: 37.44
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: 38.062666666666665
Score: 38.062666666666665
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 23
Running with params: {'batch_size': 4, 'max_steps': 8700, 'ppo_config_LR': 0.005702983416222913}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_8700_0.005702983416222913
Launching 30 jobs, 30 in parallel
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Timings: Avg: 52.172333333333334, Max: 53.02, Min: 51.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 52.172333333333334, Max: 53.02, Min: 51.23
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: 52.172333333333334
Score: 52.172333333333334
Best-score: 32.419666666666664
Best-param: {'batch_size': 256, 'max_steps': 8000, 'ppo_config_LR': 0.007387639912044195}
Optimization Iteration: 24
Running with params: {'batch_size': 256, 'max_steps': 3300, 'ppo_config_LR': 0.007970383755834563}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_3300_0.007970383755834563
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.762666666666668, Max: 15.94, Min: 15.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.762666666666668, Max: 15.94, Min: 15.58
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: 15.762666666666668
Score: 15.762666666666668
Best-score: 15.762666666666668
Best-param: {'batch_size': 256, 'max_steps': 3300, 'ppo_config_LR': 0.007970383755834563}
Optimization Iteration: 25
Running with params: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_3300_0.002347932495813191
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.754999999999999, Max: 15.99, Min: 15.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.754999999999999, Max: 15.99, Min: 15.49
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: 15.754999999999999
Score: 15.754999999999999
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 26
Running with params: {'batch_size': 64, 'max_steps': 3000, 'ppo_config_LR': 2.931996631901549e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_3000_2.931996631901549e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.236, Max: 15.45, Min: 14.97
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 27
Running with params: {'batch_size': 64, 'max_steps': 600, 'ppo_config_LR': 0.0016816911034235962}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_600_0.0016816911034235962
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.337666666666667, Max: 8.42, Min: 8.22
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 28
Running with params: {'batch_size': 64, 'max_steps': 3400, 'ppo_config_LR': 0.011060115397672415}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_3400_0.011060115397672415
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.226666666666667, Max: 16.37, Min: 16.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.226666666666667, Max: 16.37, Min: 16.0
Variance (0.0) 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: 16.226666666666667
Score: 16.226666666666667
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 29
Running with params: {'batch_size': 1024, 'max_steps': 3300, 'ppo_config_LR': 0.06936871844068718}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_3300_0.06936871844068718
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.764999999999999, Max: 14.96, Min: 14.57
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 30
Running with params: {'batch_size': 64, 'max_steps': 700, 'ppo_config_LR': 0.0023692106735824837}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_700_0.0023692106735824837
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.462666666666667, Max: 9.61, Min: 9.24
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 31
Running with params: {'batch_size': 4, 'max_steps': 2600, 'ppo_config_LR': 0.0005759581097092297}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_2600_0.0005759581097092297
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.307333333333336, Max: 19.68, Min: 18.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.307333333333336, Max: 19.68, Min: 18.94
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 32
Running with params: {'batch_size': 32, 'max_steps': 6900, 'ppo_config_LR': 5.1103954941677954e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_6900_5.1103954941677954e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.362000000000005, Max: 26.84, Min: 25.97
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 33
Running with params: {'batch_size': 128, 'max_steps': 400, 'ppo_config_LR': 0.0007714153292972901}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_400_0.0007714153292972901
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.798666666666667, Max: 7.92, Min: 7.5600000000000005
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 34
Running with params: {'batch_size': 256, 'max_steps': 3900, 'ppo_config_LR': 0.011279929359875427}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_3900_0.011279929359875427
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Timings: Avg: 17.640333333333334, Max: 18.009999999999998, Min: 17.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 17.640333333333334, Max: 18.009999999999998, Min: 17.22
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Runtime: 17.640333333333334
Score: 17.640333333333334
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 35
Running with params: {'batch_size': 64, 'max_steps': 6700, 'ppo_config_LR': 0.05045485195974144}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_6700_0.05045485195974144
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Timings: Avg: 26.906333333333336, Max: 27.39, Min: 26.439999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 26.906333333333336, Max: 27.39, Min: 26.439999999999998
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Probabilty of failure: 0.0
Runtime: 26.906333333333336
Score: 26.906333333333336
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 36
Running with params: {'batch_size': 256, 'max_steps': 4100, 'ppo_config_LR': 0.00041818504844414405}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_4100_0.00041818504844414405
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 37
Running with params: {'batch_size': 512, 'max_steps': 2300, 'ppo_config_LR': 0.003289161586454533}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_2300_0.003289161586454533
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.256, Max: 13.49, Min: 13.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.256, Max: 13.49, Min: 13.01
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: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 38
Running with params: {'batch_size': 128, 'max_steps': 1400, 'ppo_config_LR': 0.011565494661171932}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_1400_0.011565494661171932
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Timings: Avg: 11.143666666666666, Max: 11.34, Min: 11.0
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 39
Running with params: {'batch_size': 1024, 'max_steps': 800, 'ppo_config_LR': 0.001081285884461077}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_800_0.001081285884461077
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 40
Running with params: {'batch_size': 8, 'max_steps': 1900, 'ppo_config_LR': 0.11263207801525285}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_1900_0.11263207801525285
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.708333333333332, Max: 14.88, Min: 14.56
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 41
Running with params: {'batch_size': 4, 'max_steps': 300, 'ppo_config_LR': 0.03061504546889673}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_300_0.03061504546889673
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.701333333333335, Max: 7.8100000000000005, Min: 7.59
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 42
Running with params: {'batch_size': 64, 'max_steps': 1100, 'ppo_config_LR': 0.00010314005099257227}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_1100_0.00010314005099257227
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.315333333333333, Max: 10.540000000000001, Min: 10.159999999999998
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 15.754999999999999
Best-param: {'batch_size': 64, 'max_steps': 3300, 'ppo_config_LR': 0.002347932495813191}
Optimization Iteration: 43
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_900_0.30972264239694824
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.607999999999999, Max: 9.7, Min: 9.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.607999999999999, Max: 9.7, Min: 9.44
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: 9.607999999999999
Score: 9.607999999999999
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 44
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.41767440490069513}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_300_0.41767440490069513
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.672999999999999, Max: 7.74, Min: 7.57
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 45
Running with params: {'batch_size': 8, 'max_steps': 900, 'ppo_config_LR': 0.9221933195899874}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_900_0.9221933195899874
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.005333333333331, Max: 11.129999999999999, Min: 10.82
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 46
Running with params: {'batch_size': 256, 'max_steps': 1400, 'ppo_config_LR': 0.3013172701045016}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1400_0.3013172701045016
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.608666666666668, Max: 11.82, Min: 11.469999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.608666666666668, Max: 11.82, Min: 11.469999999999999
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: 11.608666666666668
Score: 11.608666666666668
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 47
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.34821961940709467}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_100_0.34821961940709467
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.243333333333333, Max: 7.34, Min: 7.16
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: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 48
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.11274059654371436}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_400_0.11274059654371436
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.883333333333335, Max: 8.0, Min: 7.739999999999999
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 49
Running with params: {'batch_size': 256, 'max_steps': 1300, 'ppo_config_LR': 0.28876559173996613}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1300_0.28876559173996613
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.182, Max: 11.280000000000001, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.182, Max: 11.280000000000001, Min: 11.06
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: 11.182
Score: 11.182
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 50
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.9139133062875283}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_600_0.9139133062875283
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.179, Max: 8.43, Min: 7.859999999999999
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: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Upto iteration 50: {'batch_size': 7, 'max_steps': 900.0, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 51
Running with params: {'batch_size': 512, 'max_steps': 300, 'ppo_config_LR': 1.1034513126722398e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_300_1.1034513126722398e-05
Launching 30 jobs, 30 in parallel
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Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 52
Running with params: {'batch_size': 256, 'max_steps': 1900, 'ppo_config_LR': 0.16979852640901127}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1900_0.16979852640901127
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.637333333333336, Max: 12.790000000000001, Min: 12.47
Variance (4.930380657631324e-32) 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
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Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 53
Running with params: {'batch_size': 128, 'max_steps': 900, 'ppo_config_LR': 0.041615825366976465}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_900_0.041615825366976465
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Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 54
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.020286501162859703}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_200_0.020286501162859703
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Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 55
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.11047056633405179}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_400_0.11047056633405179
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Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 56
Running with params: {'batch_size': 1024, 'max_steps': 1400, 'ppo_config_LR': 0.6062891727613949}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_1400_0.6062891727613949
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Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 57
Running with params: {'batch_size': 32, 'max_steps': 1200, 'ppo_config_LR': 0.06901638539288771}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_1200_0.06901638539288771
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.729333333333331, Max: 10.96, Min: 10.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.729333333333331, Max: 10.96, Min: 10.53
Variance (1.232595164407831e-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: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 58
Running with params: {'batch_size': 256, 'max_steps': 100, 'ppo_config_LR': 0.23649495417415908}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_100_0.23649495417415908
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.261666666666667, Max: 7.37, Min: 7.109999999999999
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Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 59
Running with params: {'batch_size': 16, 'max_steps': 500, 'ppo_config_LR': 0.016567539736890378}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_500_0.016567539736890378
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Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 60
Running with params: {'batch_size': 4, 'max_steps': 1700, 'ppo_config_LR': 0.46685195761371606}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_1700_0.46685195761371606
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.20033333333333, Max: 16.650000000000002, Min: 15.93
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 61
Running with params: {'batch_size': 8, 'max_steps': 200, 'ppo_config_LR': 0.9986397185474795}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_200_0.9986397185474795
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.481666666666666, Max: 7.57, Min: 7.38
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Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 62
Running with params: {'batch_size': 512, 'max_steps': 700, 'ppo_config_LR': 0.032075326302614046}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_700_0.032075326302614046
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.39433333333333, Max: 9.52, Min: 9.28
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 63
Running with params: {'batch_size': 2, 'max_steps': 500, 'ppo_config_LR': 0.10763566104130554}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_500_0.10763566104130554
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.092666666666668, Max: 8.21, Min: 7.9799999999999995
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 64
Running with params: {'batch_size': 256, 'max_steps': 2800, 'ppo_config_LR': 0.22310027790856615}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_2800_0.22310027790856615
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.26233333333333, Max: 17.63, Min: 17.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 17.26233333333333, Max: 17.63, Min: 17.06
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: 9.607999999999999
Best-param: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30972264239694824}
Optimization Iteration: 65
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.6638906903255332
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.877666666666666, Max: 9.01, Min: 8.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.877666666666666, Max: 9.01, Min: 8.63
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: 8.877666666666666
Score: 8.877666666666666
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 66
Running with params: {'batch_size': 256, 'max_steps': 1000, 'ppo_config_LR': 0.720836424426188}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1000_0.720836424426188
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.063666666666668, Max: 10.18, Min: 9.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.063666666666668, Max: 10.18, Min: 9.85
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: 10.063666666666668
Score: 10.063666666666668
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 67
Running with params: {'batch_size': 256, 'max_steps': 1000, 'ppo_config_LR': 0.6897254322912034}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1000_0.6897254322912034
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.059333333333335, Max: 10.23, Min: 9.889999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.059333333333335, Max: 10.23, Min: 9.889999999999999
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: 10.059333333333335
Score: 10.059333333333335
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 68
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.48680634458320526}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.48680634458320526
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.929666666666668, Max: 9.049999999999999, Min: 8.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.929666666666668, Max: 9.049999999999999, Min: 8.78
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: 8.929666666666668
Score: 8.929666666666668
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 69
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_600_0.13669156043725875
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_300_0.44251048608434407
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Optimization Iteration: 72
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_400_0.9885571394336552
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Optimization Iteration: 73
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_700_0.05082700527363223
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Optimization Iteration: 74
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_2100_0.1637817100222282
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Optimization Iteration: 75
Running with params: {'batch_size': 4, 'max_steps': 500, 'ppo_config_LR': 0.003592343438423582}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_500_0.003592343438423582
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Optimization Iteration: 76
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_200_0.3460996555857317
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Optimization Iteration: 77
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_800_0.5595537532648451
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.299, Max: 9.370000000000001, Min: 9.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.299, Max: 9.370000000000001, Min: 9.18
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: 9.299
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Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 78
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_600_0.0002528177568276518
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Timings: Avg: 8.325333333333333, Max: 8.42, Min: 8.23
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 79
Running with params: {'batch_size': 8, 'max_steps': 1600, 'ppo_config_LR': 0.008628002881110538}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_1600_0.008628002881110538
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 80
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.5830271061460142}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_300_0.5830271061460142
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 81
Running with params: {'batch_size': 512, 'max_steps': 800, 'ppo_config_LR': 0.2009016028241605}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_800_0.2009016028241605
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.669666666666666, Max: 9.799999999999999, Min: 9.379999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.669666666666666, Max: 9.799999999999999, Min: 9.379999999999999
Variance (4.930380657631324e-32) 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
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 82
Running with params: {'batch_size': 1024, 'max_steps': 200, 'ppo_config_LR': 0.09091608216091064}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_200_0.09091608216091064
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Runtime: 10000.0
Score: 3.4028234663852886e+38
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Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 83
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.046733555257733685}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_100_0.046733555257733685
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Timings: Avg: 7.250000000000001, Max: 7.33, Min: 7.09
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 84
Running with params: {'batch_size': 256, 'max_steps': 1200, 'ppo_config_LR': 0.15487687652652676}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1200_0.15487687652652676
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.580333333333336, Max: 10.67, Min: 10.47
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 85
Running with params: {'batch_size': 32, 'max_steps': 400, 'ppo_config_LR': 5.407550368506745e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_400_5.407550368506745e-05
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Timings: Avg: 7.897666666666667, Max: 8.07, Min: 7.79
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 86
Running with params: {'batch_size': 256, 'max_steps': 4000, 'ppo_config_LR': 0.01733126793024932}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_4000_0.01733126793024932
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.01266666666667, Max: 18.35, Min: 17.650000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 18.01266666666667, Max: 18.35, Min: 17.650000000000002
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: 18.01266666666667
Score: 18.01266666666667
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 87
Running with params: {'batch_size': 4, 'max_steps': 1100, 'ppo_config_LR': 0.026869272147867378}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_1100_0.026869272147867378
Launching 30 jobs, 30 in parallel
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 88
Running with params: {'batch_size': 64, 'max_steps': 300, 'ppo_config_LR': 0.8030510602937216}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_300_0.8030510602937216
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Optimization Iteration: 89
Running with params: {'batch_size': 16, 'max_steps': 600, 'ppo_config_LR': 0.0016410116226683005}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_600_0.0016410116226683005
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Best-score: 8.877666666666666
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Optimization Iteration: 90
Running with params: {'batch_size': 256, 'max_steps': 1800, 'ppo_config_LR': 0.3967478095582737}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1800_0.3967478095582737
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Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.085666666666667, Max: 13.23, Min: 12.89
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
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Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 91
Running with params: {'batch_size': 8, 'max_steps': 2400, 'ppo_config_LR': 1.0588601551586742e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_2400_1.0588601551586742e-05
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 92
Running with params: {'batch_size': 512, 'max_steps': 500, 'ppo_config_LR': 0.25965975178879663}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_500_0.25965975178879663
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 93
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.06071983207403539}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_200_0.06071983207403539
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 94
Running with params: {'batch_size': 256, 'max_steps': 1500, 'ppo_config_LR': 0.04082801062713732}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1500_0.04082801062713732
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 95
Running with params: {'batch_size': 128, 'max_steps': 700, 'ppo_config_LR': 0.006330778247350867}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_700_0.006330778247350867
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Score: 3.4028234663852886e+38
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Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 96
Running with params: {'batch_size': 1024, 'max_steps': 2100, 'ppo_config_LR': 0.014237116151361634}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_2100_0.014237116151361634
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 97
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.5237452791485129}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_900_0.5237452791485129
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.606666666666664, Max: 9.73, Min: 9.319999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.606666666666664, Max: 9.73, Min: 9.319999999999999
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: 9.606666666666664
Score: 9.606666666666664
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 98
Running with params: {'batch_size': 64, 'max_steps': 1300, 'ppo_config_LR': 0.09390768203412966}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_1300_0.09390768203412966
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.918000000000001, Max: 11.040000000000001, Min: 10.73
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 99
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.0004238512308746763}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_100_0.0004238512308746763
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Timings: Avg: 7.240666666666666, Max: 7.33, Min: 7.13
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 100
Running with params: {'batch_size': 256, 'max_steps': 800, 'ppo_config_LR': 0.004189224801959574}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_800_0.004189224801959574
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Timings: Avg: 9.633000000000003, Max: 9.75, Min: 9.4
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Upto iteration 100: {'batch_size': 7, 'max_steps': 700.0, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 101
Running with params: {'batch_size': 4, 'max_steps': 400, 'ppo_config_LR': 0.0022755609089601804}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_400_0.0022755609089601804
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Timings: Avg: 7.909, Max: 7.99, Min: 7.74
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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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 102
Running with params: {'batch_size': 16, 'max_steps': 300, 'ppo_config_LR': 0.0008006098495119471}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_300_0.0008006098495119471
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Timings: Avg: 7.676666666666665, Max: 7.75, Min: 7.58
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 103
Running with params: {'batch_size': 256, 'max_steps': 1000, 'ppo_config_LR': 0.1273125995800291}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1000_0.1273125995800291
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.041333333333332, Max: 10.17, Min: 9.879999999999999
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 104
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 1.9683104650366255e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_500_1.9683104650366255e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.105333333333332, Max: 8.18, Min: 8.01
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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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 105
Running with params: {'batch_size': 512, 'max_steps': 2100, 'ppo_config_LR': 0.023980602193246586}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_2100_0.023980602193246586
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.387666666666666, Max: 12.53, Min: 12.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.387666666666666, Max: 12.53, Min: 12.15
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: 12.387666666666666
Score: 12.387666666666666
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 106
Running with params: {'batch_size': 2, 'max_steps': 4800, 'ppo_config_LR': 0.75397080970749}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_4800_0.75397080970749
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Timings: Avg: 45.04133333333332, Max: 46.510000000000005, Min: 44.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 45.04133333333332, Max: 46.510000000000005, Min: 44.1
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (3.009265538105056e-36) 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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 107
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.2003654794409118}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.2003654794409118
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Timings: Avg: 9.421333333333333, Max: 9.52, Min: 9.3
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 108
Running with params: {'batch_size': 256, 'max_steps': 1100, 'ppo_config_LR': 0.00884642033098889}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1100_0.00884642033098889
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Timings: Avg: 10.278666666666664, Max: 10.440000000000001, Min: 10.16
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 109
Running with params: {'batch_size': 1024, 'max_steps': 400, 'ppo_config_LR': 0.3797861008783475}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_400_0.3797861008783475
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Timings: Avg: 7.901999999999999, Max: 8.049999999999999, Min: 7.8
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 110
Running with params: {'batch_size': 128, 'max_steps': 600, 'ppo_config_LR': 0.038070260904028194}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_600_0.038070260904028194
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Timings: Avg: 8.312999999999999, Max: 8.42, Min: 8.21
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 111
Running with params: {'batch_size': 64, 'max_steps': 2700, 'ppo_config_LR': 0.27108320410733255}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_2700_0.27108320410733255
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Timings: Avg: 16.319, Max: 16.56, Min: 16.09
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 112
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 0.000133760475457335}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_200_0.000133760475457335
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.498333333333334, Max: 7.66, Min: 7.39
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 113
Running with params: {'batch_size': 32, 'max_steps': 100, 'ppo_config_LR': 0.08229140228771269}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_100_0.08229140228771269
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Timings: Avg: 7.257000000000001, Max: 7.35, Min: 7.13
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 114
Running with params: {'batch_size': 4, 'max_steps': 3600, 'ppo_config_LR': 0.06213319713083283}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_3600_0.06213319713083283
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.918666666666663, Max: 25.279999999999998, Min: 24.46
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 115
Running with params: {'batch_size': 16, 'max_steps': 1500, 'ppo_config_LR': 0.5352675561496372}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_1500_0.5352675561496372
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.182, Max: 13.360000000000001, Min: 12.959999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.182, Max: 13.360000000000001, Min: 12.959999999999999
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 116
Running with params: {'batch_size': 256, 'max_steps': 300, 'ppo_config_LR': 0.13794453052969763}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_300_0.13794453052969763
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.672, Max: 7.7700000000000005, Min: 7.53
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 117
Running with params: {'batch_size': 8, 'max_steps': 900, 'ppo_config_LR': 0.6129450273969039}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_900_0.6129450273969039
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.966000000000001, Max: 11.08, Min: 10.88
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 118
Running with params: {'batch_size': 2, 'max_steps': 500, 'ppo_config_LR': 0.8158364411545619}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_500_0.8158364411545619
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.101666666666667, Max: 8.2, Min: 7.96
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 119
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.21386764252644921}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_400_0.21386764252644921
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.893333333333333, Max: 7.96, Min: 7.78
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 120
Running with params: {'batch_size': 512, 'max_steps': 3000, 'ppo_config_LR': 0.9945624732009681}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_3000_0.9945624732009681
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.18266666666667, Max: 18.51, Min: 17.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 18.18266666666667, Max: 18.51, Min: 17.86
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 121
Running with params: {'batch_size': 256, 'max_steps': 6200, 'ppo_config_LR': 0.001261194432722541}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_6200_0.001261194432722541
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.175333333333334, Max: 23.560000000000002, Min: 22.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 23.175333333333334, Max: 23.560000000000002, Min: 22.77
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: 23.175333333333334
Score: 23.175333333333334
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 122
Running with params: {'batch_size': 128, 'max_steps': 200, 'ppo_config_LR': 0.03269854227556708}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_200_0.03269854227556708
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.477666666666668, Max: 7.5600000000000005, Min: 7.33
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 123
Running with params: {'batch_size': 1024, 'max_steps': 800, 'ppo_config_LR': 0.3107404834664593}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_800_0.3107404834664593
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 124
Running with params: {'batch_size': 256, 'max_steps': 1300, 'ppo_config_LR': 0.014231150253736431}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_1300_0.014231150253736431
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Optimization Iteration: 125
Running with params: {'batch_size': 32, 'max_steps': 1100, 'ppo_config_LR': 0.020160899456792957}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_1100_0.020160899456792957
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Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 126
Running with params: {'batch_size': 64, 'max_steps': 4500, 'ppo_config_LR': 0.0027154561128476295}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_4500_0.0027154561128476295
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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: 19.226999999999997, Max: 19.509999999999998, Min: 18.880000000000003
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: 19.226999999999997
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Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 127
Running with params: {'batch_size': 4, 'max_steps': 100, 'ppo_config_LR': 0.44456966809288556}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_100_0.44456966809288556
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 128
Running with params: {'batch_size': 16, 'max_steps': 1700, 'ppo_config_LR': 0.1815020479292557}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_1700_0.1815020479292557
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Timings: Avg: 13.598333333333333, Max: 13.71, Min: 13.36
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.598333333333333, Max: 13.71, Min: 13.36
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 129
Running with params: {'batch_size': 256, 'max_steps': 8300, 'ppo_config_LR': 0.057677808098839475}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_8300_0.057677808098839475
Launching 30 jobs, 30 in parallel
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Timings: Avg: 32.53, Max: 32.9, Min: 32.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 32.53, Max: 32.9, Min: 32.14
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.53
Score: 32.53
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 130
Running with params: {'batch_size': 8, 'max_steps': 600, 'ppo_config_LR': 0.0063250036704571464}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_600_0.0063250036704571464
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 131
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.1053360678373992}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.1053360678373992
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 132
Running with params: {'batch_size': 512, 'max_steps': 300, 'ppo_config_LR': 6.570499288910932e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_512_300_6.570499288910932e-05
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Timings: Avg: 7.6676666666666655, Max: 7.73, Min: 7.57
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 133
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.01021358884810066}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_200_0.01021358884810066
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Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 134
Running with params: {'batch_size': 256, 'max_steps': 500, 'ppo_config_LR': 0.00021268191214108943}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_500_0.00021268191214108943
Launching 30 jobs, 30 in parallel
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 135
Running with params: {'batch_size': 1024, 'max_steps': 300, 'ppo_config_LR': 0.24475519825213862}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_1024_300_0.24475519825213862
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.682333333333333, Max: 7.92, Min: 7.55
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 136
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 1.8277672950720323e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_128_100_1.8277672950720323e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.2283333333333335, Max: 7.33, Min: 7.09
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 137
Running with params: {'batch_size': 256, 'max_steps': 400, 'ppo_config_LR': 0.6077723566438388}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_400_0.6077723566438388
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.896666666666666, Max: 8.02, Min: 7.8
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 138
Running with params: {'batch_size': 64, 'max_steps': 1900, 'ppo_config_LR': 0.07684719761210099}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_64_1900_0.07684719761210099
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.487333333333332, Max: 12.66, Min: 12.280000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.487333333333332, Max: 12.66, Min: 12.280000000000001
Variance (3.0814879110195774e-33) 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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 139
Running with params: {'batch_size': 32, 'max_steps': 1000, 'ppo_config_LR': 0.3851817347701473}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_32_1000_0.3851817347701473
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.641, Max: 10.81, Min: 10.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.641, Max: 10.81, Min: 10.5
Variance (3.009265538105056e-36) 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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 140
Running with params: {'batch_size': 4, 'max_steps': 2400, 'ppo_config_LR': 0.15676415452403403}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_4_2400_0.15676415452403403
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.873, Max: 20.16, Min: 19.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.873, Max: 20.16, Min: 19.44
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 141
Running with params: {'batch_size': 256, 'max_steps': 600, 'ppo_config_LR': 0.004977808690960975}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_600_0.004977808690960975
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Timings: Avg: 8.353333333333333, Max: 8.51, Min: 8.24
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: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 142
Running with params: {'batch_size': 16, 'max_steps': 800, 'ppo_config_LR': 3.413430608426498e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_16_800_3.413430608426498e-05
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Timings: Avg: 10.013333333333334, Max: 10.110000000000001, Min: 9.86
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 143
Running with params: {'batch_size': 8, 'max_steps': 1200, 'ppo_config_LR': 0.00045978050767291805}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_8_1200_0.00045978050767291805
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Timings: Avg: 11.245666666666665, Max: 11.36, Min: 11.040000000000001
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 144
Running with params: {'batch_size': 256, 'max_steps': 500, 'ppo_config_LR': 0.9052344057265785}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_500_0.9052344057265785
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Timings: Avg: 8.079333333333333, Max: 8.21, Min: 7.91
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 145
Running with params: {'batch_size': 2, 'max_steps': 1400, 'ppo_config_LR': 0.9814735489364916}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_2_1400_0.9814735489364916
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Timings: Avg: 17.863999999999997, Max: 18.509999999999998, Min: 17.57
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 146
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.30374843572547566}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_900_0.30374843572547566
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.637, Max: 9.8, Min: 9.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.637, Max: 9.8, Min: 9.54
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: 9.637
Score: 9.637
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 147
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.5498656769072282}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_900_0.5498656769072282
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Timings: Avg: 9.619666666666665, Max: 9.71, Min: 9.459999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.619666666666665, Max: 9.71, Min: 9.459999999999999
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: 9.619666666666665
Score: 9.619666666666665
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 148
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.4660527404108993}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.4660527404108993
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Timings: Avg: 8.915333333333333, Max: 9.04, Min: 8.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.915333333333333, Max: 9.04, Min: 8.76
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: 8.915333333333333
Score: 8.915333333333333
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 149
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.787402917164725}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.787402917164725
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.930000000000001, Max: 9.03, Min: 8.770000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.930000000000001, Max: 9.03, Min: 8.770000000000001
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: 8.930000000000001
Score: 8.930000000000001
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Optimization Iteration: 150
Running with params: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.4294628632241893}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597773757/assert_80266082_256_700_0.4294628632241893
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.924666666666667, Max: 9.0, Min: 8.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.924666666666667, Max: 9.0, Min: 8.75
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: 8.924666666666667
Score: 8.924666666666667
Best-score: 8.877666666666666
Best-param: {'batch_size': 256, 'max_steps': 700, 'ppo_config_LR': 0.6638906903255332}
Upto iteration 150: {'batch_size': 7, 'max_steps': 700.0, 'ppo_config_LR': 0.6638906903255332}
Breaking...
{'batch_size': 7, 'max_steps': 700.0, 'ppo_config_LR': 0.6638906903255332}
Best score: 8.877666666666666
Repeated params: 0
Trials: 151
Best param {'batch_size': 7, 'max_steps': 700.0, 'ppo_config_LR': 0.6638906903255332}
Reduction: 77.2521118219322%
Speedup: 4.396012465737995x
Optimizer time: 2001.764416694641
