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_recurrent_sac
Params: learning_rate,314,22,ParamType.LR,0.001
max_steps,322,18,ParamType.ITER,5000
batch_size,313,19,ParamType.CHAINS,128
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 158.578
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_0.001_5000_128
Launching 30 jobs, 30 in parallel
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Timings: Avg: 155.1316666666667, Max: 158.03, Min: 152.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 155.1316666666667, Max: 158.03, Min: 152.06
Choosing distribution: t
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.84355441414286e-86
All-Passed: True
Probabilty of failure: 1.84355441414286e-86
Runtime: 155.1316666666667
Score: 155.1316666666667
Best-score: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
>>Setting original runtime to 155.1316666666667
Optimization Iteration: 1
Running with params: {'batch_size': 64, 'learning_rate': 0.36843463529411474, 'max_steps': 1800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.36843463529411474_1800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 45.254999999999995, Max: 45.709999999999994, Min: 44.379999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 45.254999999999995, Max: 45.709999999999994, Min: 44.379999999999995
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: gumbel_l
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: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 2
Running with params: {'batch_size': 64, 'learning_rate': 0.1650911096438023, 'max_steps': 4000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.1650911096438023_4000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 117.82333333333332, Max: 119.68, Min: 116.25
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 3
Running with params: {'batch_size': 2, 'learning_rate': 0.39052637015646297, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.39052637015646297_200
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Timings: Avg: 3.705333333333333, Max: 3.75, Min: 3.61
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 4
Running with params: {'batch_size': 4, 'learning_rate': 0.00016235806690525248, 'max_steps': 1600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.00016235806690525248_1600
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Timings: Avg: 3.6996666666666664, Max: 3.76, Min: 3.56
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 5
Running with params: {'batch_size': 32, 'learning_rate': 8.538184821526974e-05, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_8.538184821526974e-05_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.238333333333333, Max: 14.41, Min: 13.96
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: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 6
Running with params: {'batch_size': 2, 'learning_rate': 0.01738709478659632, 'max_steps': 800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.01738709478659632_800
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Timings: Avg: 3.6870000000000003, Max: 3.7399999999999998, Min: 3.63
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 7
Running with params: {'batch_size': 8, 'learning_rate': 0.00032413243317731816, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.00032413243317731816_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.6870000000000003, Max: 3.75, Min: 3.6199999999999997
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: 155.1316666666667
Best-param: {'learning_rate': 0.001, 'max_steps': 5000, 'batch_size': 128}
Optimization Iteration: 8
Running with params: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0006963245937403463_3400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 86.606, Max: 88.28999999999999, Min: 85.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 86.606, Max: 88.28999999999999, Min: 85.28
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: 86.606
Score: 86.606
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 9
Running with params: {'batch_size': 256, 'learning_rate': 0.0005351745985314456, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.0005351745985314456_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.299333333333335, Max: 14.430000000000001, Min: 14.049999999999999
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 10
Running with params: {'batch_size': 8, 'learning_rate': 0.00015611581778298653, 'max_steps': 2900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.00015611581778298653_2900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.695666666666667, Max: 3.74, Min: 3.56
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 11
Running with params: {'batch_size': 512, 'learning_rate': 1.0375569416595084e-05, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_1.0375569416595084e-05_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.314, Max: 14.52, Min: 14.1
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 12
Running with params: {'batch_size': 32, 'learning_rate': 0.9190223849804344, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.9190223849804344_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.910333333333332, Max: 14.200000000000001, Min: 13.69
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 13
Running with params: {'batch_size': 256, 'learning_rate': 1.737056793913025e-05, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_1.737056793913025e-05_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.566666666666666, Max: 13.72, Min: 13.16
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 14
Running with params: {'batch_size': 128, 'learning_rate': 0.000892288601373785, 'max_steps': 1600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.000892288601373785_1600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 40.605666666666664, Max: 41.36, Min: 39.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 40.605666666666664, Max: 41.36, Min: 39.76
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 15
Running with params: {'batch_size': 256, 'learning_rate': 0.6034389347803104, 'max_steps': 900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.6034389347803104_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.338000000000005, Max: 16.509999999999998, Min: 16.05
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 16
Running with params: {'batch_size': 4, 'learning_rate': 0.03032553606589299, 'max_steps': 4200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.03032553606589299_4200
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Timings: Avg: 3.722666666666667, Max: 3.7800000000000002, Min: 3.66
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 17
Running with params: {'batch_size': 512, 'learning_rate': 1.2581257231770742e-05, 'max_steps': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_1.2581257231770742e-05_500
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Timings: Avg: 14.982666666666665, Max: 15.100000000000001, 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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 18
Running with params: {'batch_size': 2, 'learning_rate': 0.0030149914094992954, 'max_steps': 4900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.0030149914094992954_4900
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Timings: Avg: 3.696, Max: 3.7600000000000002, Min: 3.5999999999999996
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 19
Running with params: {'batch_size': 512, 'learning_rate': 0.22767949523544267, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.22767949523544267_300
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Timings: Avg: 14.269000000000002, Max: 14.420000000000002, Min: 13.969999999999999
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 20
Running with params: {'batch_size': 2, 'learning_rate': 0.025182663816095636, 'max_steps': 1200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.025182663816095636_1200
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Timings: Avg: 3.723, Max: 3.83, Min: 3.63
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 21
Running with params: {'batch_size': 16, 'learning_rate': 0.0034605348784328854, 'max_steps': 2500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0034605348784328854_2500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 62.11, Max: 63.769999999999996, Min: 61.029999999999994
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932736
Evaluating 30 values out of 30
Overall-timings: Avg: 62.11, Max: 63.769999999999996, Min: 61.029999999999994
Variance (1.9721522630525295e-31) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999973769
Exceeding max probability of failure: 0.9999999999973769
All-Passed: False
Probabilty of failure: 0.9999999999973769
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 22
Running with params: {'batch_size': 16, 'learning_rate': 0.0023173088486303315, 'max_steps': 2400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0023173088486303315_2400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 59.01533333333334, Max: 59.64, Min: 58.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 59.01533333333334, Max: 59.64, Min: 58.21
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 23
Running with params: {'batch_size': 64, 'learning_rate': 0.06433620090619861, 'max_steps': 1700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.06433620090619861_1700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 42.66966666666667, Max: 43.339999999999996, Min: 41.75
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 24
Running with params: {'batch_size': 16, 'learning_rate': 0.01104847615118827, 'max_steps': 3500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.01104847615118827_3500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.58566666666667, Max: 94.17, Min: 88.66000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0159999405869191
Exceeding current best timeout: 90.58566666666667 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 25
Running with params: {'batch_size': 64, 'learning_rate': 5.5955948567093886e-05, 'max_steps': 2000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_5.5955948567093886e-05_2000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.52733333333335, Max: 92.56, Min: 88.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059333263
Evaluating 30 values out of 30
Overall-timings: Avg: 90.52733333333335, Max: 92.56, Min: 88.77
Choosing distribution: expon
Choosing distribution: expon
Probability of fail (non-zero): 0.999999999950412
Exceeding max probability of failure: 0.999999999950412
All-Passed: False
Probabilty of failure: 0.999999999950412
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 26
Running with params: {'batch_size': 16, 'learning_rate': 0.0011694073351837103, 'max_steps': 1200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0011694073351837103_1200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.16999999999999, Max: 91.89999999999999, Min: 89.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7875615306481417
Evaluating 30 values out of 30
Overall-timings: Avg: 90.16999999999999, Max: 91.89999999999999, Min: 89.23
Choosing distribution: expon
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 27
Running with params: {'batch_size': 128, 'learning_rate': 0.008563887817786674, 'max_steps': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.008563887817786674_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.07533333333335, Max: 91.67, Min: 88.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 90.07533333333335, Max: 91.67, Min: 88.14
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 28
Running with params: {'batch_size': 64, 'learning_rate': 0.062072002906933335, 'max_steps': 1100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.062072002906933335_1100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.31300000000002, Max: 91.84, Min: 88.5
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.000000000000111
Exceeding current best timeout: 90.31300000000002 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 29
Running with params: {'batch_size': 64, 'learning_rate': 0.08399788212594658, 'max_steps': 3300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.08399788212594658_3300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.49700000000001, Max: 91.63, Min: 88.72999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 90.49700000000001 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 30
Running with params: {'batch_size': 16, 'learning_rate': 2.9679285070715594e-05, 'max_steps': 4300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_2.9679285070715594e-05_4300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.40566666666668, Max: 93.53, Min: 88.52000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3333333333333333
Evaluating 30 values out of 30
Overall-timings: Avg: 90.40566666666668, Max: 93.53, Min: 88.52000000000001
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 31
Running with params: {'batch_size': 64, 'learning_rate': 0.00547314127503621, 'max_steps': 2100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.00547314127503621_2100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.73966666666666, Max: 90.87, Min: 87.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 89.73966666666666, Max: 90.87, Min: 87.9
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 32
Running with params: {'batch_size': 4, 'learning_rate': 0.0013148817020217603, 'max_steps': 1400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.0013148817020217603_1400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 88.96233333333335, Max: 90.66999999999999, Min: 87.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 88.96233333333335, Max: 90.66999999999999, Min: 87.08
Choosing distribution: laplace
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999417684
Exceeding max probability of failure: 0.9999999999417684
All-Passed: False
Probabilty of failure: 0.9999999999417684
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 33
Running with params: {'batch_size': 32, 'learning_rate': 0.3285471760521346, 'max_steps': 5000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.3285471760521346_5000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 88.89166666666668, Max: 90.52, Min: 87.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 88.89166666666668, Max: 90.52, Min: 87.66
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 34
Running with params: {'batch_size': 16, 'learning_rate': 0.00025228042851974553, 'max_steps': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.00025228042851974553_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.13800000000002, Max: 90.78, Min: 87.42
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 108086841416854.0
Exceeding current best timeout: 89.13800000000002 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 35
Running with params: {'batch_size': 8, 'learning_rate': 0.1440733133725007, 'max_steps': 2700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.1440733133725007_2700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.05899999999998, Max: 92.19, Min: 87.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 89.05899999999998, Max: 92.19, Min: 87.73
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 36
Running with params: {'batch_size': 64, 'learning_rate': 7.501192019300639e-05, 'max_steps': 900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_7.501192019300639e-05_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 88.69699999999999, Max: 89.58, Min: 87.16000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 88.69699999999999, Max: 89.58, Min: 87.16000000000001
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999447918
Exceeding max probability of failure: 0.9999999999447918
All-Passed: False
Probabilty of failure: 0.9999999999447918
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 37
Running with params: {'batch_size': 4, 'learning_rate': 0.00044707582058291635, 'max_steps': 3300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.00044707582058291635_3300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.347, Max: 91.01, Min: 87.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 89.347, Max: 91.01, Min: 87.78
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 38
Running with params: {'batch_size': 128, 'learning_rate': 0.00012465373917571474, 'max_steps': 700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.00012465373917571474_700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 88.91766666666668, Max: 90.5, Min: 86.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 88.91766666666668, Max: 90.5, Min: 86.87
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 39
Running with params: {'batch_size': 32, 'learning_rate': 3.45690026727929e-05, 'max_steps': 1800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_3.45690026727929e-05_1800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.12033333333333, Max: 90.42, Min: 87.28999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329666
Evaluating 30 values out of 30
Overall-timings: Avg: 89.12033333333333, Max: 90.42, Min: 87.28999999999999
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 40
Running with params: {'batch_size': 8, 'learning_rate': 0.0002432054829475573, 'max_steps': 2300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.0002432054829475573_2300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.542, Max: 93.02, Min: 88.59
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000555
Exceeding current best timeout: 90.542 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 41
Running with params: {'batch_size': 256, 'learning_rate': 0.0007220599778436266, 'max_steps': 1400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.0007220599778436266_1400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.99166666666666, Max: 93.0, Min: 89.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35444060250422305
Evaluating 30 values out of 30
Overall-timings: Avg: 90.99166666666666, Max: 93.0, Min: 89.16
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 42
Running with params: {'batch_size': 16, 'learning_rate': 0.0018229190942409257, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0018229190942409257_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.32533333333332, Max: 93.14, Min: 89.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.32533333333332, Max: 93.14, Min: 89.6
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 43
Running with params: {'batch_size': 64, 'learning_rate': 0.7939789680374993, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.7939789680374993_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.88233333333332, Max: 93.97, Min: 90.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.88233333333332, Max: 93.97, Min: 90.1
Choosing distribution: t
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 44
Running with params: {'batch_size': 2, 'learning_rate': 0.006076901189206007, 'max_steps': 3000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.006076901189206007_3000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.95700000000001, Max: 93.57000000000001, Min: 89.32000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329827
Evaluating 30 values out of 30
Overall-timings: Avg: 91.95700000000001, Max: 93.57000000000001, Min: 89.32000000000001
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 45
Running with params: {'batch_size': 512, 'learning_rate': 0.015493554033488333, 'max_steps': 3900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.015493554033488333_3900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.65866666666669, Max: 92.95, Min: 90.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059327356
Evaluating 30 values out of 30
Overall-timings: Avg: 91.65866666666669, Max: 92.95, Min: 90.41
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999447918
Exceeding max probability of failure: 0.9999999999447918
All-Passed: False
Probabilty of failure: 0.9999999999447918
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 46
Running with params: {'batch_size': 128, 'learning_rate': 0.046924231715549304, 'max_steps': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.046924231715549304_1000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.49566666666668, Max: 92.54, Min: 90.49
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 91.49566666666668 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 47
Running with params: {'batch_size': 256, 'learning_rate': 0.1283182436508531, 'max_steps': 1400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.1283182436508531_1400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.08733333333333, Max: 92.33, Min: 89.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.08733333333333, Max: 92.33, Min: 89.27
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 48
Running with params: {'batch_size': 8, 'learning_rate': 0.5469782597820009, 'max_steps': 800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.5469782597820009_800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.00500000000001, Max: 93.69, Min: 90.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9684758528601168
Evaluating 30 values out of 30
Overall-timings: Avg: 92.00500000000001, Max: 93.69, Min: 90.13
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: logistic
Probability of fail (non-zero): 0.9995889130560238
Exceeding max probability of failure: 0.9995889130560238
All-Passed: False
Probabilty of failure: 0.9995889130560238
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 49
Running with params: {'batch_size': 32, 'learning_rate': 0.0005311239582565219, 'max_steps': 4500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.0005311239582565219_4500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.61099999999998, Max: 92.67, Min: 88.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 90.61099999999998 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 50
Running with params: {'batch_size': 4, 'learning_rate': 0.003990246376476664, 'max_steps': 2000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.003990246376476664_2000
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Timings: Avg: 91.18800000000002, Max: 93.21000000000001, Min: 89.31
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.000000000000111
Exceeding current best timeout: 91.18800000000002 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Upto iteration 50: {'batch_size': 3, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400.0}
Optimization Iteration: 51
Running with params: {'batch_size': 2, 'learning_rate': 0.00014082392387154658, 'max_steps': 2800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.00014082392387154658_2800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.145, Max: 93.32000000000001, Min: 89.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.145, Max: 93.32000000000001, Min: 89.67
Choosing distribution: gumbel_l
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999242491
Exceeding max probability of failure: 0.9999999999242491
All-Passed: False
Probabilty of failure: 0.9999999999242491
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 52
Running with params: {'batch_size': 16, 'learning_rate': 0.019308197588122914, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.019308197588122914_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.44599999999998, Max: 93.36, Min: 90.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.44599999999998, Max: 93.36, Min: 90.03
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 53
Running with params: {'batch_size': 512, 'learning_rate': 0.03439346622503287, 'max_steps': 3600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.03439346622503287_3600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.13466666666665, Max: 92.77, Min: 89.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.13466666666665, Max: 92.77, Min: 89.28
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 54
Running with params: {'batch_size': 64, 'learning_rate': 0.2711890756563664, 'max_steps': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.2711890756563664_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.80866666666665, Max: 93.13000000000001, Min: 89.30000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7755149821535743
Evaluating 30 values out of 30
Overall-timings: Avg: 90.80866666666665, Max: 93.13000000000001, Min: 89.30000000000001
Choosing distribution: expon
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 55
Running with params: {'batch_size': 16, 'learning_rate': 2.1171662623993467e-05, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_2.1171662623993467e-05_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.20866666666667, Max: 93.03, Min: 89.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.20866666666667, Max: 93.03, Min: 89.72
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 56
Running with params: {'batch_size': 256, 'learning_rate': 0.0019119669948060144, 'max_steps': 1600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.0019119669948060144_1600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.42166666666667, Max: 93.03, Min: 89.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9169614072398562
Evaluating 30 values out of 30
Overall-timings: Avg: 91.42166666666667, Max: 93.03, Min: 89.92
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 57
Running with params: {'batch_size': 64, 'learning_rate': 0.0003126308059199179, 'max_steps': 2300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.0003126308059199179_2300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.10733333333333, Max: 92.94999999999999, Min: 89.42999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.10733333333333, Max: 92.94999999999999, Min: 89.42999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999280973
Exceeding max probability of failure: 0.9999999999280973
All-Passed: False
Probabilty of failure: 0.9999999999280973
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 58
Running with params: {'batch_size': 128, 'learning_rate': 0.010832744356182667, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.010832744356182667_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.02833333333334, Max: 93.16999999999999, Min: 89.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5345224837711713
Evaluating 30 values out of 30
Overall-timings: Avg: 91.02833333333334, Max: 93.16999999999999, Min: 89.2
Choosing distribution: gumbel_l
Choosing distribution: expon
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 59
Running with params: {'batch_size': 512, 'learning_rate': 0.0010060841786479807, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.0010060841786479807_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.143, Max: 92.63999999999999, Min: 88.58
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 72058044397890.0
Exceeding current best timeout: 91.143 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 60
Running with params: {'batch_size': 2, 'learning_rate': 0.005183149835686742, 'max_steps': 1100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.005183149835686742_1100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.396, Max: 93.08, Min: 89.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.396, Max: 93.08, Min: 89.52
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 61
Running with params: {'batch_size': 16, 'learning_rate': 4.2923748059198836e-05, 'max_steps': 4700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_4.2923748059198836e-05_4700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.43766666666666, Max: 93.37, Min: 89.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059327356
Evaluating 30 values out of 30
Overall-timings: Avg: 91.43766666666666, Max: 93.37, Min: 89.77
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999447918
Exceeding max probability of failure: 0.9999999999447918
All-Passed: False
Probabilty of failure: 0.9999999999447918
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 62
Running with params: {'batch_size': 32, 'learning_rate': 8.887327471455941e-05, 'max_steps': 1800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_8.887327471455941e-05_1800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.97433333333332, Max: 92.96, Min: 89.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 90.97433333333332, Max: 92.96, Min: 89.52
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 63
Running with params: {'batch_size': 64, 'learning_rate': 0.09818515768404862, 'max_steps': 3800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.09818515768404862_3800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.36600000000001, Max: 93.31, Min: 89.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9101729038880494
Evaluating 30 values out of 30
Overall-timings: Avg: 91.36600000000001, Max: 93.31, Min: 89.88
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999998584187386
Exceeding max probability of failure: 0.9999998584187386
All-Passed: False
Probabilty of failure: 0.9999998584187386
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 64
Running with params: {'batch_size': 4, 'learning_rate': 0.000691910991214266, 'max_steps': 3100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.000691910991214266_3100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.33966666666666, Max: 92.62, Min: 89.89999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 91.33966666666666, Max: 92.62, Min: 89.89999999999999
Choosing distribution: gumbel_l
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999280973
Exceeding max probability of failure: 0.9999999999280973
All-Passed: False
Probabilty of failure: 0.9999999999280973
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 65
Running with params: {'batch_size': 8, 'learning_rate': 0.002561249367924639, 'max_steps': 1300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.002561249367924639_1300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.47833333333331, Max: 93.0, Min: 90.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.47833333333331, Max: 93.0, Min: 90.07
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 66
Running with params: {'batch_size': 64, 'learning_rate': 6.52297278931141e-05, 'max_steps': 900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_6.52297278931141e-05_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.12066666666666, Max: 92.53, Min: 89.34
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000002
Exceeding current best timeout: 91.12066666666666 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 67
Running with params: {'batch_size': 64, 'learning_rate': 1.2793603580309378e-05, 'max_steps': 700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_1.2793603580309378e-05_700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.86366666666666, Max: 92.43, Min: 89.44000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 90.86366666666666 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 68
Running with params: {'batch_size': 4, 'learning_rate': 0.00017641357212364568, 'max_steps': 2600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.00017641357212364568_2600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.30066666666666, Max: 93.33, Min: 89.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.30066666666666, Max: 93.33, Min: 89.34
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: logistic
Probability of fail (non-zero): 0.9999997734743162
Exceeding max probability of failure: 0.9999997734743162
All-Passed: False
Probabilty of failure: 0.9999997734743162
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 69
Running with params: {'batch_size': 32, 'learning_rate': 0.0004151910580271135, 'max_steps': 4500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.0004151910580271135_4500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.03833333333336, Max: 92.48, Min: 89.2
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 18014398509481.0
Exceeding current best timeout: 91.03833333333336 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 70
Running with params: {'batch_size': 4, 'learning_rate': 0.007167167005921721, 'max_steps': 1800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.007167167005921721_1800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.16633333333333, Max: 92.89999999999999, Min: 89.83999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932836
Evaluating 30 values out of 30
Overall-timings: Avg: 91.16633333333333, Max: 92.89999999999999, Min: 89.83999999999999
Choosing distribution: norm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 71
Running with params: {'batch_size': 4, 'learning_rate': 0.003949145114524267, 'max_steps': 2200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.003949145114524267_2200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.403, Max: 94.41, Min: 89.69
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3015113445777636
Evaluating 30 values out of 30
Overall-timings: Avg: 91.403, Max: 94.41, Min: 89.69
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 72
Running with params: {'batch_size': 2, 'learning_rate': 0.00015765796055544778, 'max_steps': 2600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.00015765796055544778_2600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.50000000000001, Max: 92.25999999999999, Min: 89.77000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059327384
Evaluating 30 values out of 30
Overall-timings: Avg: 91.50000000000001, Max: 92.25999999999999, Min: 89.77000000000001
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 73
Running with params: {'batch_size': 16, 'learning_rate': 0.017810475585340314, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.017810475585340314_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.77733333333336, Max: 92.08, Min: 89.64999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 90.77733333333336, Max: 92.08, Min: 89.64999999999999
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 74
Running with params: {'batch_size': 512, 'learning_rate': 0.03456200070652221, 'max_steps': 4000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.03456200070652221_4000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.081, Max: 92.73, Min: 89.36
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 91.081 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 75
Running with params: {'batch_size': 512, 'learning_rate': 0.20240901625010674, 'max_steps': 3800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.20240901625010674_3800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.16966666666667, Max: 93.08, Min: 89.46000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.16966666666667, Max: 93.08, Min: 89.46000000000001
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999730129
Exceeding max probability of failure: 0.9999999999730129
All-Passed: False
Probabilty of failure: 0.9999999999730129
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 76
Running with params: {'batch_size': 64, 'learning_rate': 0.28786376956479415, 'max_steps': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.28786376956479415_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.37899999999999, Max: 94.27, Min: 90.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932836
Evaluating 30 values out of 30
Overall-timings: Avg: 91.37899999999999, Max: 94.27, Min: 90.02
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 77
Running with params: {'batch_size': 16, 'learning_rate': 1.89902091139945e-05, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_1.89902091139945e-05_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.31333333333335, Max: 92.91, Min: 89.69
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 91.31333333333335 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 78
Running with params: {'batch_size': 256, 'learning_rate': 0.0014484842162985464, 'max_steps': 1500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.0014484842162985464_1500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.30966666666667, Max: 93.23, Min: 90.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.30966666666667, Max: 93.23, Min: 90.08
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 79
Running with params: {'batch_size': 256, 'learning_rate': 0.0007042772180177175, 'max_steps': 1600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_256_0.0007042772180177175_1600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.34333333333332, Max: 92.6, Min: 89.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.34333333333332, Max: 92.6, Min: 89.76
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 80
Running with params: {'batch_size': 64, 'learning_rate': 0.00028905734537607497, 'max_steps': 2300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.00028905734537607497_2300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.51199999999999, Max: 93.16, Min: 89.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059326885
Evaluating 30 values out of 30
Overall-timings: Avg: 91.51199999999999, Max: 93.16, Min: 89.96
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 81
Running with params: {'batch_size': 128, 'learning_rate': 0.012233327730505875, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.012233327730505875_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.22266666666668, Max: 93.28, Min: 89.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.22266666666668, Max: 93.28, Min: 89.61
Choosing distribution: gumbel_l
Choosing distribution: expon
Probability of fail (non-zero): 0.9999912965044565
Exceeding max probability of failure: 0.9999912965044565
All-Passed: False
Probabilty of failure: 0.9999912965044565
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 82
Running with params: {'batch_size': 512, 'learning_rate': 0.0010461762716512401, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.0010461762716512401_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.317, Max: 93.24, Min: 89.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.8923380970213877
Evaluating 30 values out of 30
Overall-timings: Avg: 91.317, Max: 93.24, Min: 89.41
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 83
Running with params: {'batch_size': 512, 'learning_rate': 0.00010024494306437419, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_512_0.00010024494306437419_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.50066666666666, Max: 93.64, Min: 89.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.50066666666666, Max: 93.64, Min: 89.43
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 84
Running with params: {'batch_size': 2, 'learning_rate': 0.4508816948339657, 'max_steps': 800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_0.4508816948339657_800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.33300000000003, Max: 93.25, Min: 89.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.33300000000003, Max: 93.25, Min: 89.8
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 85
Running with params: {'batch_size': 16, 'learning_rate': 1.0679892543397525e-05, 'max_steps': 3200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_1.0679892543397525e-05_3200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.41266666666665, Max: 93.86, Min: 88.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.4263752594375525
Evaluating 30 values out of 30
Overall-timings: Avg: 90.41266666666665, Max: 93.86, Min: 88.92
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999926684895323
Exceeding max probability of failure: 0.9999926684895323
All-Passed: False
Probabilty of failure: 0.9999926684895323
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 86
Running with params: {'batch_size': 32, 'learning_rate': 8.9395346129031e-05, 'max_steps': 1900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_8.9395346129031e-05_1900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.69200000000001, Max: 91.5, Min: 88.01
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000016
Exceeding current best timeout: 89.69200000000001 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 87
Running with params: {'batch_size': 32, 'learning_rate': 0.00020550131783274997, 'max_steps': 1300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.00020550131783274997_1300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 89.54266666666668, Max: 91.16, Min: 87.81
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 18014398509481.0
Exceeding current best timeout: 89.54266666666668 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 88
Running with params: {'batch_size': 64, 'learning_rate': 0.6937289774483104, 'max_steps': 3500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.6937289774483104_3500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.422, Max: 92.99, Min: 88.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059327384
Evaluating 30 values out of 30
Overall-timings: Avg: 90.422, Max: 92.99, Min: 88.81
Choosing distribution: gumbel_l
Choosing distribution: gumbel_l
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 89
Running with params: {'batch_size': 4, 'learning_rate': 0.0007322475798890455, 'max_steps': 3000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.0007322475798890455_3000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.741, Max: 92.32, Min: 89.4
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 90.741 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 90
Running with params: {'batch_size': 8, 'learning_rate': 0.0028100581468149723, 'max_steps': 1200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.0028100581468149723_1200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.804, Max: 92.3, Min: 88.19
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.000000000000111
Exceeding current best timeout: 90.804 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 91
Running with params: {'batch_size': 8, 'learning_rate': 0.002575406202685445, 'max_steps': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_8_0.002575406202685445_1000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.33099999999997, Max: 92.89, Min: 89.7
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000013877788
Exceeding current best timeout: 91.33099999999997 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 92
Running with params: {'batch_size': 64, 'learning_rate': 5.675323108261498e-05, 'max_steps': 900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_5.675323108261498e-05_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.58733333333336, Max: 93.47999999999999, Min: 89.72
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 6.832260196741141
Exceeding current best timeout: 91.58733333333336 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 93
Running with params: {'batch_size': 64, 'learning_rate': 0.9795992622006866, 'max_steps': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_64_0.9795992622006866_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.398, Max: 93.22999999999999, Min: 89.77
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.000000000000111
Exceeding current best timeout: 91.398 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 94
Running with params: {'batch_size': 4, 'learning_rate': 0.0004267571306945966, 'max_steps': 2400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.0004267571306945966_2400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.50066666666665, Max: 92.94000000000001, Min: 89.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.50066666666665, Max: 92.94000000000001, Min: 89.76
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 95
Running with params: {'batch_size': 4, 'learning_rate': 3.738553977476111e-05, 'max_steps': 2600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_3.738553977476111e-05_2600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.404, Max: 93.2, Min: 90.00999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.404, Max: 93.2, Min: 90.00999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 96
Running with params: {'batch_size': 32, 'learning_rate': 0.00040372848366292965, 'max_steps': 4100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_32_0.00040372848366292965_4100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.84733333333332, Max: 95.22, Min: 90.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000206967916
Exceeding current best timeout: 91.84733333333332 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 97
Running with params: {'batch_size': 4, 'learning_rate': 0.007282261822138284, 'max_steps': 2100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_4_0.007282261822138284_2100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.21000000000001, Max: 93.81, Min: 90.38
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: inf
Exceeding current best timeout: 92.21000000000001 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 98
Running with params: {'batch_size': 128, 'learning_rate': 0.023608807217488974, 'max_steps': 1100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_128_0.023608807217488974_1100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.885, Max: 93.45, Min: 90.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.15075682864742118
Evaluating 30 values out of 30
Overall-timings: Avg: 91.885, Max: 93.45, Min: 90.13
Choosing distribution: gumbel_l
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 99
Running with params: {'batch_size': 16, 'learning_rate': 0.0044144546972388855, 'max_steps': 1700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_16_0.0044144546972388855_1700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.251, Max: 92.91000000000001, Min: 89.99000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 91.251 > 86.606
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Optimization Iteration: 100
Running with params: {'batch_size': 2, 'learning_rate': 2.4559920290405246e-05, 'max_steps': 2800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597804015/assert_54818009_2_2.4559920290405246e-05_2800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.66133333333332, Max: 93.42, Min: 89.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 91.66133333333332, Max: 93.42, Min: 89.49
Choosing distribution: gumbel_l
Choosing distribution: expon
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: 86.606
Best-param: {'batch_size': 16, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400}
Upto iteration 100: {'batch_size': 3, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400.0}
Breaking...
{'batch_size': 3, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400.0}
Best score: 86.606
Repeated params: 0
Trials: 101
Best param {'batch_size': 3, 'learning_rate': 0.0006963245937403463, 'max_steps': 3400.0}
Reduction: 44.17258457869123%
Speedup: 1.7912346334742015x
Optimizer time: 7953.673703432083
