Repo: ml-agents
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/projects/ml-agents/ml-agents/mlagents/trainers/tests/test_simple_rl.py
ClassName: none
Testname: test_gail_visual_sac
Params: sac_config_LR,494,50,ParamType.LR,0.0003
max_steps,501,18,ParamType.ITER,500
batch_size,494,67,ParamType.CHAINS,16
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 56.754999999999995
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'sac_config_LR': 0.0003, 'max_steps': 500, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_0.0003_500_16
Launching 30 jobs, 30 in parallel
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Timings: Avg: 56.678000000000004, Max: 57.29, Min: 55.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 56.678000000000004, Max: 57.29, Min: 55.83
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: 56.678000000000004
Score: 56.678000000000004
Best-score: 56.678000000000004
Best-param: {'sac_config_LR': 0.0003, 'max_steps': 500, 'batch_size': 16}
>>Setting original runtime to 56.678000000000004
Optimization Iteration: 1
Running with params: {'batch_size': 128, 'max_steps': 170, 'sac_config_LR': 0.002404885189289659}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_170_0.002404885189289659
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.799000000000003, Max: 26.16, Min: 25.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 25.799000000000003, Max: 26.16, Min: 25.4
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: 25.799000000000003
Score: 25.799000000000003
Best-score: 25.799000000000003
Best-param: {'batch_size': 128, 'max_steps': 170, 'sac_config_LR': 0.002404885189289659}
Optimization Iteration: 2
Running with params: {'batch_size': 32, 'max_steps': 410, 'sac_config_LR': 0.0001651014958859434}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_410_0.0001651014958859434
Launching 30 jobs, 30 in parallel
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Timings: Avg: 45.670666666666655, Max: 46.23, Min: 44.849999999999994
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 45.670666666666655, Max: 46.23, Min: 44.849999999999994
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: 45.670666666666655
Score: 45.670666666666655
Best-score: 25.799000000000003
Best-param: {'batch_size': 128, 'max_steps': 170, 'sac_config_LR': 0.002404885189289659}
Optimization Iteration: 3
Running with params: {'batch_size': 2, 'max_steps': 120, 'sac_config_LR': 0.001690552873908775}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_120_0.001690552873908775
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.835, Max: 17.04, Min: 16.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.835, Max: 17.04, Min: 16.32
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 25.799000000000003
Best-param: {'batch_size': 128, 'max_steps': 170, 'sac_config_LR': 0.002404885189289659}
Optimization Iteration: 4
Running with params: {'batch_size': 128, 'max_steps': 350, 'sac_config_LR': 4.634565137403466e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_350_4.634565137403466e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 57.33433333333333, Max: 58.1, Min: 56.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 57.33433333333333, Max: 58.1, Min: 56.61
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: 57.33433333333333
Score: 57.33433333333333
Best-score: 25.799000000000003
Best-param: {'batch_size': 128, 'max_steps': 170, 'sac_config_LR': 0.002404885189289659}
Optimization Iteration: 5
Running with params: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_180_5.485509964424412e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.196666666666665, Max: 24.36, Min: 23.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 24.196666666666665, Max: 24.36, Min: 23.8
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: 24.196666666666665
Score: 24.196666666666665
Best-score: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 6
Running with params: {'batch_size': 4, 'max_steps': 160, 'sac_config_LR': 7.677902840330371e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_160_7.677902840330371e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.034333333333333, Max: 26.220000000000002, Min: 25.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 26.034333333333333, Max: 26.220000000000002, Min: 25.68
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: 26.034333333333333
Score: 26.034333333333333
Best-score: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 7
Running with params: {'batch_size': 256, 'max_steps': 310, 'sac_config_LR': 0.008455375079609527}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_310_0.008455375079609527
Launching 30 jobs, 30 in parallel
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Timings: Avg: 73.63899999999998, Max: 74.39, Min: 72.78
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: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 8
Running with params: {'batch_size': 64, 'max_steps': 110, 'sac_config_LR': 0.003158720444458046}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_110_0.003158720444458046
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.119000000000002, Max: 14.25, Min: 13.91
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 9
Running with params: {'batch_size': 256, 'max_steps': 140, 'sac_config_LR': 0.000251203889561759}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_140_0.000251203889561759
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.585666666666667, Max: 12.690000000000001, Min: 12.49
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: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 10
Running with params: {'batch_size': 64, 'max_steps': 270, 'sac_config_LR': 0.026330153038944096}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_270_0.026330153038944096
Launching 30 jobs, 30 in parallel
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Timings: Avg: 32.82833333333333, Max: 33.29, Min: 32.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 32.82833333333333, Max: 33.29, Min: 32.2
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: 32.82833333333333
Score: 32.82833333333333
Best-score: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 11
Running with params: {'batch_size': 128, 'max_steps': 120, 'sac_config_LR': 0.10547590991951618}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_120_0.10547590991951618
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.505333333333335, Max: 12.65, Min: 12.190000000000001
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: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 12
Running with params: {'batch_size': 256, 'max_steps': 420, 'sac_config_LR': 0.0038922642432214936}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_420_0.0038922642432214936
Launching 30 jobs, 30 in parallel
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Timings: Avg: 104.83733333333335, Max: 107.08999999999999, Min: 103.13000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 104.83733333333335, Max: 107.08999999999999, Min: 103.13000000000001
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: 104.83733333333335
Score: 104.83733333333335
Best-score: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 13
Running with params: {'batch_size': 128, 'max_steps': 330, 'sac_config_LR': 0.07174975239267328}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_330_0.07174975239267328
Launching 30 jobs, 30 in parallel
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Timings: Avg: 54.55799999999999, Max: 55.42, Min: 53.739999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 54.55799999999999, Max: 55.42, Min: 53.739999999999995
Variance (7.703719777548943e-34) 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: 24.196666666666665
Best-param: {'batch_size': 8, 'max_steps': 180, 'sac_config_LR': 5.485509964424412e-05}
Optimization Iteration: 14
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.0013734202002832882
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.051333333333336, Max: 20.26, Min: 19.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 20.051333333333336, Max: 20.26, Min: 19.68
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.051333333333336
Score: 20.051333333333336
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 15
Running with params: {'batch_size': 16, 'max_steps': 260, 'sac_config_LR': 0.003900971935364259}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_260_0.003900971935364259
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.293333333333333, Max: 31.580000000000002, Min: 30.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 31.293333333333333, Max: 31.580000000000002, Min: 30.84
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: 31.293333333333333
Score: 31.293333333333333
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 16
Running with params: {'batch_size': 8, 'max_steps': 250, 'sac_config_LR': 0.14720380785116977}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_250_0.14720380785116977
Launching 30 jobs, 30 in parallel
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Timings: Avg: 34.05633333333334, Max: 34.32, Min: 33.519999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 34.05633333333334, Max: 34.32, Min: 33.519999999999996
Variance (6.933347799794049e-33) 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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 17
Running with params: {'batch_size': 128, 'max_steps': 100, 'sac_config_LR': 0.0008707768838115974}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_100_0.0008707768838115974
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.077666666666666, Max: 12.219999999999999, Min: 11.86
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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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 18
Running with params: {'batch_size': 64, 'max_steps': 210, 'sac_config_LR': 2.42593975614318e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_210_2.42593975614318e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.66533333333333, Max: 24.91, Min: 24.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 24.66533333333333, Max: 24.91, Min: 24.22
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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 19
Running with params: {'batch_size': 4, 'max_steps': 380, 'sac_config_LR': 0.15389398230635387}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_380_0.15389398230635387
Launching 30 jobs, 30 in parallel
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Timings: Avg: 69.14233333333333, Max: 69.85000000000001, Min: 67.94
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 20
Running with params: {'batch_size': 128, 'max_steps': 110, 'sac_config_LR': 0.00010042840185169399}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_110_0.00010042840185169399
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.180666666666667, Max: 12.34, Min: 11.790000000000001
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 21
Running with params: {'batch_size': 32, 'max_steps': 190, 'sac_config_LR': 1.057679032998411e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_190_1.057679032998411e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.202333333333335, Max: 21.41, Min: 20.86
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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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 22
Running with params: {'batch_size': 8, 'max_steps': 150, 'sac_config_LR': 0.9378621358303666}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_150_0.9378621358303666
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.733333333333334, Max: 20.9, Min: 20.37
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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 23
Running with params: {'batch_size': 8, 'max_steps': 190, 'sac_config_LR': 0.0005082870298150193}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_190_0.0005082870298150193
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.578, Max: 25.779999999999998, Min: 25.080000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 25.578, Max: 25.779999999999998, Min: 25.080000000000002
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: 25.578
Score: 25.578
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 24
Running with params: {'batch_size': 32, 'max_steps': 140, 'sac_config_LR': 2.1143686119706796e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_140_2.1143686119706796e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.106333333333335, Max: 14.239999999999998, Min: 13.950000000000001
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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 25
Running with params: {'batch_size': 2, 'max_steps': 220, 'sac_config_LR': 0.0004385859755470128}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_220_0.0004385859755470128
Launching 30 jobs, 30 in parallel
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Timings: Avg: 55.38233333333334, Max: 56.15, Min: 54.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 55.38233333333334, Max: 56.15, Min: 54.6
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 55.38233333333334
Score: 55.38233333333334
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 26
Running with params: {'batch_size': 16, 'max_steps': 490, 'sac_config_LR': 0.014903083456640952}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_490_0.014903083456640952
Launching 30 jobs, 30 in parallel
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Timings: Avg: 54.955000000000005, Max: 55.61, Min: 54.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 54.955000000000005, Max: 55.61, Min: 54.35
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: 54.955000000000005
Score: 54.955000000000005
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 27
Running with params: {'batch_size': 32, 'max_steps': 180, 'sac_config_LR': 1.0468832214829188e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_180_1.0468832214829188e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.182666666666666, Max: 21.360000000000003, Min: 20.919999999999998
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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 28
Running with params: {'batch_size': 8, 'max_steps': 210, 'sac_config_LR': 0.7255914121403515}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_210_0.7255914121403515
Launching 30 jobs, 30 in parallel
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Timings: Avg: 29.293000000000003, Max: 29.64, Min: 28.7
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: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 29
Running with params: {'batch_size': 32, 'max_steps': 170, 'sac_config_LR': 0.0011137207449238786}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_170_0.0011137207449238786
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.059000000000005, Max: 21.23, Min: 20.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 21.059000000000005, Max: 21.23, Min: 20.79
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: 21.059000000000005
Score: 21.059000000000005
Best-score: 20.051333333333336
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0013734202002832882}
Optimization Iteration: 30
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0009125473319719728}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.0009125473319719728
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.96633333333334, Max: 20.150000000000002, Min: 19.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.96633333333334, Max: 20.150000000000002, Min: 19.66
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: 19.96633333333334
Score: 19.96633333333334
Best-score: 19.96633333333334
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0009125473319719728}
Optimization Iteration: 31
Running with params: {'batch_size': 32, 'max_steps': 140, 'sac_config_LR': 0.007102556918721737}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_140_0.007102556918721737
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.412666666666667, Max: 15.62, Min: 15.129999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.412666666666667, Max: 15.62, Min: 15.129999999999999
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: 19.96633333333334
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0009125473319719728}
Optimization Iteration: 32
Running with params: {'batch_size': 32, 'max_steps': 130, 'sac_config_LR': 0.0002595990004473317}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_130_0.0002595990004473317
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.961333333333336, Max: 15.129999999999999, Min: 14.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.961333333333336, Max: 15.129999999999999, Min: 14.49
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: 19.96633333333334
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0009125473319719728}
Optimization Iteration: 33
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.03400625961778856
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.90566666666667, Max: 20.099999999999998, Min: 19.56
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.90566666666667, Max: 20.099999999999998, Min: 19.56
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
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Runtime: 19.90566666666667
Score: 19.90566666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 34
Running with params: {'batch_size': 2, 'max_steps': 100, 'sac_config_LR': 0.04992996475921923}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_100_0.04992996475921923
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.355333333333332, Max: 12.46, Min: 12.139999999999999
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 35
Running with params: {'batch_size': 32, 'max_steps': 230, 'sac_config_LR': 0.010897004463550793}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_230_0.010897004463550793
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.209, Max: 27.5, Min: 26.790000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 27.209, Max: 27.5, Min: 26.790000000000003
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: 27.209
Score: 27.209
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 36
Running with params: {'batch_size': 4, 'max_steps': 300, 'sac_config_LR': 0.03157957878856897}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_300_0.03157957878856897
Launching 30 jobs, 30 in parallel
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Timings: Avg: 54.71466666666667, Max: 55.25, Min: 54.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 54.71466666666667, Max: 55.25, Min: 54.05
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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All-Passed: True
Probabilty of failure: 0.0
Runtime: 54.71466666666667
Score: 54.71466666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 37
Running with params: {'batch_size': 16, 'max_steps': 160, 'sac_config_LR': 0.3324191952536458}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_160_0.3324191952536458
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.66866666666667, Max: 20.86, Min: 20.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 20.66866666666667, Max: 20.86, Min: 20.43
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 38
Running with params: {'batch_size': 32, 'max_steps': 120, 'sac_config_LR': 0.01908559739130131}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_120_0.01908559739130131
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.399000000000001, Max: 14.61, Min: 14.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.399000000000001, Max: 14.61, Min: 14.02
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 39
Running with params: {'batch_size': 2, 'max_steps': 200, 'sac_config_LR': 0.37849324579361926}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_200_0.37849324579361926
Launching 30 jobs, 30 in parallel
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Timings: Avg: 49.15400000000001, Max: 49.66, Min: 48.49
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 40
Running with params: {'batch_size': 256, 'max_steps': 240, 'sac_config_LR': 0.002217820176773666}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_240_0.002217820176773666
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.72, Max: 12.870000000000001, Min: 12.280000000000001
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 41
Running with params: {'batch_size': 32, 'max_steps': 280, 'sac_config_LR': 0.005425609230582638}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_280_0.005425609230582638
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.96933333333333, Max: 32.239999999999995, Min: 31.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 31.96933333333333, Max: 32.239999999999995, Min: 31.49
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: 31.96933333333333
Score: 31.96933333333333
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 42
Running with params: {'batch_size': 64, 'max_steps': 130, 'sac_config_LR': 0.04694280177541269}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_130_0.04694280177541269
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.147666666666664, Max: 15.32, Min: 14.92
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 43
Running with params: {'batch_size': 4, 'max_steps': 110, 'sac_config_LR': 0.00015527757378267876}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_110_0.00015527757378267876
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.451666666666666, Max: 14.58, Min: 14.120000000000001
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Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 44
Running with params: {'batch_size': 32, 'max_steps': 150, 'sac_config_LR': 0.0006662657428421926}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_150_0.0006662657428421926
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.476333333333333, Max: 19.62, Min: 19.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.476333333333333, Max: 19.62, Min: 19.15
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 45
Running with params: {'batch_size': 256, 'max_steps': 180, 'sac_config_LR': 0.002772642561728745}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_180_0.002772642561728745
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.594333333333333, Max: 12.75, Min: 12.32
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 46
Running with params: {'batch_size': 16, 'max_steps': 120, 'sac_config_LR': 0.0014918293672161046}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_120_0.0014918293672161046
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.507666666666669, Max: 14.65, Min: 14.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.507666666666669, Max: 14.65, Min: 14.35
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 47
Running with params: {'batch_size': 64, 'max_steps': 170, 'sac_config_LR': 0.08688916889053684}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_170_0.08688916889053684
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.91, Max: 22.1, Min: 21.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 21.91, Max: 22.1, Min: 21.53
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 48
Running with params: {'batch_size': 32, 'max_steps': 130, 'sac_config_LR': 0.2665461794089258}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_130_0.2665461794089258
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.987999999999998, Max: 15.15, Min: 14.74
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 49
Running with params: {'batch_size': 128, 'max_steps': 150, 'sac_config_LR': 3.266254328155551e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_150_3.266254328155551e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.413333333333338, Max: 21.61, Min: 21.01
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 50
Running with params: {'batch_size': 2, 'max_steps': 110, 'sac_config_LR': 7.172833004987213e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_110_7.172833004987213e-05
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Upto iteration 50: {'batch_size': 4, 'max_steps': 160.0, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 51
Running with params: {'batch_size': 4, 'max_steps': 160, 'sac_config_LR': 0.0002806152582091365}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_160_0.0002806152582091365
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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: 25.927, Max: 26.15, Min: 25.5
Variance (4.930380657631324e-32) too small, using delta distribution
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Runtime: 25.927
Score: 25.927
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 52
Running with params: {'batch_size': 256, 'max_steps': 200, 'sac_config_LR': 0.005952629463238752}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_200_0.005952629463238752
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 53
Running with params: {'batch_size': 32, 'max_steps': 350, 'sac_config_LR': 0.010140991682971447}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_350_0.010140991682971447
Launching 30 jobs, 30 in parallel
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Timings: Avg: 39.506, Max: 39.99, Min: 39.08
Passed tests : 30
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Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 39.506, Max: 39.99, Min: 39.08
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.506
Score: 39.506
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 54
Running with params: {'batch_size': 64, 'max_steps': 280, 'sac_config_LR': 0.029037993312235406}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_280_0.029037993312235406
Launching 30 jobs, 30 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 33.743, Max: 34.09, Min: 33.11
Variance (0.0) too small, using delta distribution
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Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 55
Running with params: {'batch_size': 128, 'max_steps': 240, 'sac_config_LR': 0.15095648211975513}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_240_0.15095648211975513
Launching 30 jobs, 30 in parallel
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Timings: Avg: 38.29833333333334, Max: 38.67, Min: 37.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 38.29833333333334, Max: 38.67, Min: 37.86
Variance (0.0) too small, using delta distribution
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Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 56
Running with params: {'batch_size': 8, 'max_steps': 450, 'sac_config_LR': 0.00015786893943738606}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_450_0.00015786893943738606
Launching 30 jobs, 30 in parallel
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Timings: Avg: 61.33866666666666, Max: 62.06, Min: 60.129999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 61.33866666666666, Max: 62.06, Min: 60.129999999999995
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 61.33866666666666
Score: 61.33866666666666
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 57
Running with params: {'batch_size': 32, 'max_steps': 100, 'sac_config_LR': 0.6069501224623411}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_100_0.6069501224623411
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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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 58
Running with params: {'batch_size': 32, 'max_steps': 190, 'sac_config_LR': 0.00390792406150023}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_190_0.00390792406150023
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Timings: Avg: 22.93466666666667, Max: 23.13, Min: 22.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 22.93466666666667, Max: 23.13, Min: 22.72
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: 22.93466666666667
Score: 22.93466666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 59
Running with params: {'batch_size': 16, 'max_steps': 140, 'sac_config_LR': 0.015810427515309353}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_140_0.015810427515309353
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.520999999999999, Max: 15.68, Min: 15.090000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.520999999999999, Max: 15.68, Min: 15.090000000000002
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 60
Running with params: {'batch_size': 4, 'max_steps': 170, 'sac_config_LR': 0.00215709763378739}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_170_0.00215709763378739
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.021, Max: 28.32, Min: 27.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 28.021, Max: 28.32, Min: 27.58
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: 28.021
Score: 28.021
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 61
Running with params: {'batch_size': 32, 'max_steps': 220, 'sac_config_LR': 0.0004021152615524769}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_220_0.0004021152615524769
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.201333333333327, Max: 26.52, Min: 25.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 26.201333333333327, Max: 26.52, Min: 25.86
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.201333333333327
Score: 26.201333333333327
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 62
Running with params: {'batch_size': 8, 'max_steps': 310, 'sac_config_LR': 0.0008743465484480725}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_310_0.0008743465484480725
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.967000000000006, Max: 42.71, Min: 41.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 41.967000000000006, Max: 42.71, Min: 41.27
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 41.967000000000006
Score: 41.967000000000006
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 63
Running with params: {'batch_size': 2, 'max_steps': 180, 'sac_config_LR': 0.00011477906419682675}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_180_0.00011477906419682675
Launching 30 jobs, 30 in parallel
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Timings: Avg: 40.55766666666668, Max: 41.0, Min: 40.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 40.55766666666668, Max: 41.0, Min: 40.04
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: 40.55766666666668
Score: 40.55766666666668
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 64
Running with params: {'batch_size': 256, 'max_steps': 250, 'sac_config_LR': 5.3968850557408836e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_250_5.3968850557408836e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.768666666666668, Max: 12.9, Min: 12.49
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 65
Running with params: {'batch_size': 128, 'max_steps': 130, 'sac_config_LR': 0.04886351262237815}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_130_0.04886351262237815
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.414666666666665, Max: 12.530000000000001, Min: 12.24
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 66
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.0014633507454849593}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.0014633507454849593
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.930333333333337, Max: 20.080000000000002, Min: 19.650000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.930333333333337, Max: 20.080000000000002, Min: 19.650000000000002
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.930333333333337
Score: 19.930333333333337
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 67
Running with params: {'batch_size': 32, 'max_steps': 140, 'sac_config_LR': 0.0044550532082234225}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_140_0.0044550532082234225
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.499666666666666, Max: 15.66, Min: 15.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.499666666666666, Max: 15.66, Min: 15.25
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 68
Running with params: {'batch_size': 32, 'max_steps': 120, 'sac_config_LR': 0.0006499957325802227}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_120_0.0006499957325802227
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.435000000000002, Max: 14.569999999999999, Min: 14.180000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.435000000000002, Max: 14.569999999999999, Min: 14.180000000000001
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 69
Running with params: {'batch_size': 32, 'max_steps': 150, 'sac_config_LR': 0.0011110383146392003}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_150_0.0011110383146392003
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.512666666666664, Max: 19.689999999999998, Min: 19.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.512666666666664, Max: 19.689999999999998, Min: 19.25
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 70
Running with params: {'batch_size': 32, 'max_steps': 210, 'sac_config_LR': 0.0017359816306731144}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_210_0.0017359816306731144
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.837000000000003, Max: 25.040000000000003, Min: 24.450000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 24.837000000000003, Max: 25.040000000000003, Min: 24.450000000000003
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: 24.837000000000003
Score: 24.837000000000003
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 71
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.008715613463550037}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.008715613463550037
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.936999999999998, Max: 20.150000000000002, Min: 19.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.936999999999998, Max: 20.150000000000002, Min: 19.55
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: 19.936999999999998
Score: 19.936999999999998
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 72
Running with params: {'batch_size': 32, 'max_steps': 170, 'sac_config_LR': 0.022494036568205325}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_170_0.022494036568205325
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.868999999999996, Max: 21.18, Min: 20.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 20.868999999999996, Max: 21.18, Min: 20.58
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.868999999999996
Score: 20.868999999999996
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 73
Running with params: {'batch_size': 64, 'max_steps': 200, 'sac_config_LR': 0.013548292318193688}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_200_0.013548292318193688
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.79966666666667, Max: 25.009999999999998, Min: 24.419999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 24.79966666666667, Max: 25.009999999999998, Min: 24.419999999999998
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.79966666666667
Score: 24.79966666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 74
Running with params: {'batch_size': 16, 'max_steps': 150, 'sac_config_LR': 0.008926610807658013}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_150_0.008926610807658013
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.71833333333333, Max: 19.87, Min: 19.430000000000003
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 75
Running with params: {'batch_size': 32, 'max_steps': 190, 'sac_config_LR': 0.06502384518084996}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_190_0.06502384518084996
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.600666666666665, Max: 23.740000000000002, Min: 23.25
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 76
Running with params: {'batch_size': 32, 'max_steps': 230, 'sac_config_LR': 0.19257414401589734}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_230_0.19257414401589734
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.706000000000003, Max: 28.02, Min: 27.31
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 77
Running with params: {'batch_size': 4, 'max_steps': 130, 'sac_config_LR': 0.036125038753366874}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_130_0.036125038753366874
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.452, Max: 16.62, Min: 16.009999999999998
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 78
Running with params: {'batch_size': 8, 'max_steps': 110, 'sac_config_LR': 0.007600625372758481}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_110_0.007600625372758481
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.110333333333335, Max: 14.27, Min: 13.65
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 79
Running with params: {'batch_size': 2, 'max_steps': 180, 'sac_config_LR': 0.0032966792508346164}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_180_0.0032966792508346164
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.74733333333334, Max: 42.150000000000006, Min: 41.059999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 41.74733333333334, Max: 42.150000000000006, Min: 41.059999999999995
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: 41.74733333333334
Score: 41.74733333333334
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 80
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.08527687450394685}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.08527687450394685
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.976333333333333, Max: 20.09, Min: 19.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.976333333333333, Max: 20.09, Min: 19.7
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: 19.976333333333333
Score: 19.976333333333333
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 81
Running with params: {'batch_size': 256, 'max_steps': 120, 'sac_config_LR': 0.005778579554526576}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_120_0.005778579554526576
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.401666666666666, Max: 12.51, Min: 12.26
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 82
Running with params: {'batch_size': 128, 'max_steps': 140, 'sac_config_LR': 0.02145187290295169}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_140_0.02145187290295169
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.763666666666666, Max: 16.900000000000002, Min: 16.549999999999997
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 83
Running with params: {'batch_size': 32, 'max_steps': 220, 'sac_config_LR': 0.12074777134950244}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_220_0.12074777134950244
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Timings: Avg: 26.762999999999998, Max: 27.03, Min: 26.34
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 84
Running with params: {'batch_size': 16, 'max_steps': 100, 'sac_config_LR': 0.0003320821523701934}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_100_0.0003320821523701934
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 85
Running with params: {'batch_size': 64, 'max_steps': 210, 'sac_config_LR': 0.012141056130406835}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_210_0.012141056130406835
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.615, Max: 25.959999999999997, Min: 25.15
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 25.615, Max: 25.959999999999997, Min: 25.15
Variance (0.0) too small, using delta distribution
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Runtime: 25.615
Score: 25.615
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 86
Running with params: {'batch_size': 32, 'max_steps': 260, 'sac_config_LR': 0.03461007505750386}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_260_0.03461007505750386
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Timings: Avg: 30.384999999999998, Max: 30.71, Min: 29.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 30.384999999999998, Max: 30.71, Min: 29.8
Variance (0.0) too small, using delta distribution
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Runtime: 30.384999999999998
Score: 30.384999999999998
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 87
Running with params: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.000591176077477858}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_160_0.000591176077477858
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.979333333333336, Max: 20.14, Min: 19.580000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 19.979333333333336, Max: 20.14, Min: 19.580000000000002
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.979333333333336
Score: 19.979333333333336
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 88
Running with params: {'batch_size': 2, 'max_steps': 110, 'sac_config_LR': 0.00273979825143811}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_110_0.00273979825143811
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Timings: Avg: 15.055000000000001, Max: 15.190000000000001, Min: 14.82
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 89
Running with params: {'batch_size': 8, 'max_steps': 130, 'sac_config_LR': 0.00018866417679230514}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_130_0.00018866417679230514
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.462333333333332, Max: 15.62, Min: 15.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.462333333333332, Max: 15.62, Min: 15.15
Variance (1.232595164407831e-32) too small, using delta distribution
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Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 90
Running with params: {'batch_size': 4, 'max_steps': 190, 'sac_config_LR': 0.0017648356780046045}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_4_190_0.0017648356780046045
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.960000000000004, Max: 32.21, Min: 31.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 31.960000000000004, Max: 32.21, Min: 31.29
Variance (4.930380657631324e-32) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.960000000000004
Score: 31.960000000000004
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 91
Running with params: {'batch_size': 32, 'max_steps': 150, 'sac_config_LR': 1.6936647448440552e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_150_1.6936647448440552e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.462333333333333, Max: 17.63, Min: 17.099999999999998
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 92
Running with params: {'batch_size': 256, 'max_steps': 170, 'sac_config_LR': 0.19475598723047108}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_256_170_0.19475598723047108
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.627999999999997, Max: 12.71, Min: 12.47
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 93
Running with params: {'batch_size': 128, 'max_steps': 200, 'sac_config_LR': 0.6013448290905815}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_128_200_0.6013448290905815
Launching 30 jobs, 30 in parallel
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Timings: Avg: 31.461333333333336, Max: 31.740000000000002, Min: 30.8
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 94
Running with params: {'batch_size': 32, 'max_steps': 120, 'sac_config_LR': 0.0011384907334023983}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_120_0.0011384907334023983
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.532, Max: 14.72, Min: 14.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.532, Max: 14.72, Min: 14.23
Variance (1.232595164407831e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 95
Running with params: {'batch_size': 64, 'max_steps': 340, 'sac_config_LR': 0.01802356506591211}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_64_340_0.01802356506591211
Launching 30 jobs, 30 in parallel
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Timings: Avg: 40.61066666666667, Max: 40.93, Min: 39.64
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 96
Running with params: {'batch_size': 16, 'max_steps': 140, 'sac_config_LR': 0.004929083855648437}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_16_140_0.004929083855648437
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.455, Max: 15.82, Min: 15.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.455, Max: 15.82, Min: 15.17
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: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 97
Running with params: {'batch_size': 32, 'max_steps': 290, 'sac_config_LR': 0.02609608747642616}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_290_0.02609608747642616
Launching 30 jobs, 30 in parallel
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Timings: Avg: 33.14133333333333, Max: 33.52, Min: 32.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 33.14133333333333, Max: 33.52, Min: 32.62
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: 33.14133333333333
Score: 33.14133333333333
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 98
Running with params: {'batch_size': 32, 'max_steps': 370, 'sac_config_LR': 0.06125603042904577}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_32_370_0.06125603042904577
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.44966666666666, Max: 41.92, Min: 40.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 41.44966666666666, Max: 41.92, Min: 40.88
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: 41.44966666666666
Score: 41.44966666666666
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 99
Running with params: {'batch_size': 8, 'max_steps': 160, 'sac_config_LR': 0.007461673684167632}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_8_160_0.007461673684167632
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.92866666666667, Max: 22.11, Min: 21.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 21.92866666666667, Max: 22.11, Min: 21.54
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: 21.92866666666667
Score: 21.92866666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Optimization Iteration: 100
Running with params: {'batch_size': 2, 'max_steps': 180, 'sac_config_LR': 0.10059897405806624}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597821437/assert_98419066_2_180_0.10059897405806624
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.58466666666667, Max: 42.01, Min: 40.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 41.58466666666667, Max: 42.01, Min: 40.67
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: 41.58466666666667
Score: 41.58466666666667
Best-score: 19.90566666666667
Best-param: {'batch_size': 32, 'max_steps': 160, 'sac_config_LR': 0.03400625961778856}
Upto iteration 100: {'batch_size': 4, 'max_steps': 160.0, 'sac_config_LR': 0.03400625961778856}
Breaking...
{'batch_size': 4, 'max_steps': 160.0, 'sac_config_LR': 0.03400625961778856}
Best score: 19.90566666666667
Repeated params: 0
Trials: 101
Best param {'batch_size': 4, 'max_steps': 160.0, 'sac_config_LR': 0.03400625961778856}
Reduction: 64.87937706576332%
Speedup: 2.8473299060569017x
Optimizer time: 2745.182834625244
