Repo: ml-agents
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/projects/ml-agents/ml-agents/mlagents/trainers/tests/test_simple_rl.py
ClassName: none
Testname: test_simple_asymm_ghost_fails
Params: ppo_config_LR,47,22,ParamType.LR,0.005
max_steps,392,77,ParamType.ITER,4000
batch_size,49,19,ParamType.CHAINS,16
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 41.392
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'ppo_config_LR': 0.005, 'max_steps': 4000, 'batch_size': 16}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_0.005_4000_16
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Timings: Avg: 69.06599999999999, Max: 70.03999999999999, Min: 67.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 69.06599999999999, Max: 70.03999999999999, Min: 67.99
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Something failed
Optimization Iteration: 2
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.09851036047097005}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_100_0.09851036047097005
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Timings: Avg: 25.78266666666666, Max: 26.05, Min: 25.39
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 3
Running with params: {'batch_size': 128, 'max_steps': 200, 'ppo_config_LR': 0.0163333568654499}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_128_200_0.0163333568654499
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Timings: Avg: 25.747333333333334, Max: 26.03, Min: 25.31
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 4
Running with params: {'batch_size': 8, 'max_steps': 400, 'ppo_config_LR': 0.0003627302849017893}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_400_0.0003627302849017893
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Timings: Avg: 29.07633333333333, Max: 29.55, Min: 28.43
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 5
Running with params: {'batch_size': 64, 'max_steps': 300, 'ppo_config_LR': 0.00021151740376852097}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_300_0.00021151740376852097
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Timings: Avg: 27.43033333333333, Max: 27.619999999999997, Min: 26.76
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 6
Running with params: {'batch_size': 256, 'max_steps': 1200, 'ppo_config_LR': 0.028348200011399007}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_256_1200_0.028348200011399007
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Timings: Avg: 31.70133333333333, Max: 32.019999999999996, Min: 31.08
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 7
Running with params: {'batch_size': 32, 'max_steps': 2600, 'ppo_config_LR': 1.3088897598560026e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_2600_1.3088897598560026e-05
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Timings: Avg: 54.73266666666667, Max: 55.43, Min: 53.669999999999995
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 8
Running with params: {'batch_size': 2, 'max_steps': 2400, 'ppo_config_LR': 0.1320841998888063}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_2400_0.1320841998888063
Launching 30 jobs, 30 in parallel
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Timings: Avg: 74.52233333333334, Max: 75.27, Min: 73.83
Passed tests : 12
Failed tests : 18
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 9
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.3486431252388085}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_300_0.3486431252388085
Launching 30 jobs, 30 in parallel
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Timings: Avg: 30.36766666666666, Max: 30.79, Min: 29.799999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 30.36766666666666, Max: 30.79, Min: 29.799999999999997
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 10
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.7630447915112893}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_128_100_0.7630447915112893
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.252666666666673, Max: 25.52, Min: 24.75
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 11
Running with params: {'batch_size': 2, 'max_steps': 400, 'ppo_config_LR': 1.8525773121973514e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_400_1.8525773121973514e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 30.900333333333336, Max: 31.28, Min: 30.16
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 12
Running with params: {'batch_size': 4, 'max_steps': 1600, 'ppo_config_LR': 0.0001393078414741994}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_4_1600_0.0001393078414741994
Launching 30 jobs, 30 in parallel
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Timings: Avg: 42.85766666666667, Max: 43.28, Min: 42.0
Passed tests : 15
Failed tests : 15
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 13
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 5.599531821900242e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_256_200_5.599531821900242e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.583000000000002, Max: 25.78, Min: 24.88
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 14
Running with params: {'batch_size': 256, 'max_steps': 900, 'ppo_config_LR': 0.00653088871008946}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_256_900_0.00653088871008946
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Timings: Avg: 29.855666666666664, Max: 30.23, Min: 29.23
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 15
Running with params: {'batch_size': 32, 'max_steps': 300, 'ppo_config_LR': 0.07608181576240336}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_300_0.07608181576240336
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Timings: Avg: 27.510666666666665, Max: 27.73, Min: 27.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 27.510666666666665, Max: 27.73, Min: 27.03
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Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 16
Running with params: {'batch_size': 4, 'max_steps': 800, 'ppo_config_LR': 0.19972604416862247}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_4_800_0.19972604416862247
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Timings: Avg: 33.479, Max: 34.0, Min: 32.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 33.479, Max: 34.0, Min: 32.68
No Samples!!
Exceeding max probability of failure: 1.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 17
Running with params: {'batch_size': 128, 'max_steps': 3900, 'ppo_config_LR': 0.043776674808877765}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_128_3900_0.043776674808877765
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Timings: Avg: 58.768, Max: 59.21, Min: 57.709999999999994
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 18
Running with params: {'batch_size': 2, 'max_steps': 2100, 'ppo_config_LR': 0.45479064560127724}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_2100_0.45479064560127724
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Timings: Avg: 66.164, Max: 67.13000000000001, Min: 65.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 66.164, Max: 67.13000000000001, Min: 65.22
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'batch_size': 32, 'max_steps': 200, 'ppo_config_LR': 0.005832076503765256}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_200_0.005832076503765256
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Timings: Avg: 25.68733333333333, Max: 25.98, Min: 25.34
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 20
Running with params: {'batch_size': 32, 'max_steps': 2300, 'ppo_config_LR': 0.0003951695482818481}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_2300_0.0003951695482818481
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Timings: Avg: 50.276333333333326, Max: 51.23, Min: 49.64
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 21
Running with params: {'batch_size': 64, 'max_steps': 3100, 'ppo_config_LR': 6.249370460769951e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_3100_6.249370460769951e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 55.08933333333332, Max: 55.85, Min: 54.12
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 22
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.0019451355430576158}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.0019451355430576158
Launching 30 jobs, 30 in parallel
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Timings: Avg: 24.854666666666667, Max: 25.16, Min: 24.34
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 23
Running with params: {'batch_size': 32, 'max_steps': 1400, 'ppo_config_LR': 0.0010466929806548365}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_1400_0.0010466929806548365
Launching 30 jobs, 30 in parallel
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Timings: Avg: 34.207333333333324, Max: 34.660000000000004, Min: 33.690000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 34.207333333333324, Max: 34.660000000000004, Min: 33.690000000000005
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 24
Running with params: {'batch_size': 64, 'max_steps': 3900, 'ppo_config_LR': 4.1575486273838254e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_3900_4.1575486273838254e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 60.85433333333333, Max: 61.769999999999996, Min: 59.86
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 25
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.0017263333187892275}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.0017263333187892275
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.164666666666665, Max: 25.59, Min: 24.57
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 26
Running with params: {'batch_size': 8, 'max_steps': 600, 'ppo_config_LR': 0.0009619711493469853}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_600_0.0009619711493469853
Launching 30 jobs, 30 in parallel
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Timings: Avg: 30.162333333333336, Max: 30.43, Min: 29.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 30.162333333333336, Max: 30.43, Min: 29.52
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 27
Running with params: {'batch_size': 64, 'max_steps': 3800, 'ppo_config_LR': 0.013698937463626434}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_3800_0.013698937463626434
Launching 30 jobs, 30 in parallel
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Timings: Avg: 64.01933333333334, Max: 64.62, Min: 62.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 64.01933333333334, Max: 64.62, Min: 62.92
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 28
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.004185609666501029}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.004185609666501029
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Timings: Avg: 25.671666666666667, Max: 25.99, Min: 25.15
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 29
Running with params: {'batch_size': 8, 'max_steps': 600, 'ppo_config_LR': 0.0007371560964569017}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_600_0.0007371560964569017
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Timings: Avg: 30.977666666666664, Max: 31.37, Min: 30.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 30
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.014059464400096842}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_1000_0.014059464400096842
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Timings: Avg: 32.329, Max: 32.7, Min: 31.810000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 32.329, Max: 32.7, Min: 31.810000000000002
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 31
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.00552572586201076}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.00552572586201076
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Timings: Avg: 25.440333333333335, Max: 25.76, Min: 25.05
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 32
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 0.00045722951383903244}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_500_0.00045722951383903244
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Timings: Avg: 29.802, Max: 30.03, Min: 29.26
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 33
Running with params: {'batch_size': 64, 'max_steps': 1000, 'ppo_config_LR': 0.016470259409520297}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_1000_0.016470259409520297
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Timings: Avg: 32.248, Max: 32.56, Min: 31.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 32.248, Max: 32.56, Min: 31.77
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 34
Running with params: {'batch_size': 16, 'max_steps': 200, 'ppo_config_LR': 0.04353629132876296}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_200_0.04353629132876296
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.95866666666667, Max: 27.25, Min: 26.57
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 35
Running with params: {'batch_size': 8, 'max_steps': 400, 'ppo_config_LR': 0.00018836011068812126}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_400_0.00018836011068812126
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Timings: Avg: 28.608666666666668, Max: 28.89, Min: 28.290000000000003
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 36
Running with params: {'batch_size': 2, 'max_steps': 1800, 'ppo_config_LR': 0.9326041800203378}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_1800_0.9326041800203378
Launching 30 jobs, 30 in parallel
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Timings: Avg: 53.699666666666666, Max: 54.5, Min: 53.019999999999996
Passed tests : 17
Failed tests : 13
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 53.699666666666666, Max: 54.5, Min: 53.019999999999996
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 37
Running with params: {'batch_size': 64, 'max_steps': 3000, 'ppo_config_LR': 3.339345196454235e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_3000_3.339345196454235e-05
Launching 30 jobs, 30 in parallel
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Timings: Avg: 56.062, Max: 56.769999999999996, Min: 55.22
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 38
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.002331742170336336}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.002331742170336336
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.757666666666672, Max: 25.95, Min: 25.28
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 39
Running with params: {'batch_size': 2, 'max_steps': 100, 'ppo_config_LR': 0.08426250126738749}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_100_0.08426250126738749
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.905333333333328, Max: 26.08, Min: 25.05
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 40
Running with params: {'batch_size': 32, 'max_steps': 1400, 'ppo_config_LR': 0.00103138732582749}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_32_1400_0.00103138732582749
Launching 30 jobs, 30 in parallel
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Timings: Avg: 35.349000000000004, Max: 35.77, Min: 34.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 35.349000000000004, Max: 35.77, Min: 34.79
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 41
Running with params: {'batch_size': 128, 'max_steps': 1300, 'ppo_config_LR': 0.3771111510972641}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_128_1300_0.3771111510972641
Launching 30 jobs, 30 in parallel
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Timings: Avg: 35.02166666666667, Max: 35.660000000000004, Min: 33.84
Passed tests : 17
Failed tests : 13
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 35.02166666666667, Max: 35.660000000000004, Min: 33.84
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 42
Running with params: {'batch_size': 4, 'max_steps': 300, 'ppo_config_LR': 1.0806259800006877e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_4_300_1.0806259800006877e-05
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Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 43
Running with params: {'batch_size': 2, 'max_steps': 200, 'ppo_config_LR': 0.24389016517483966}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_200_0.24389016517483966
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Timings: Avg: 28.89, Max: 29.13, Min: 28.5
Passed tests : 15
Failed tests : 15
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 44
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 9.790844696013608e-05}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_256_200_9.790844696013608e-05
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Timings: Avg: 25.575999999999997, Max: 25.810000000000002, Min: 25.13
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 45
Running with params: {'batch_size': 16, 'max_steps': 100, 'ppo_config_LR': 0.021431007791991318}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_16_100_0.021431007791991318
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Timings: Avg: 25.56, Max: 25.759999999999998, Min: 25.19
Passed tests : 0
Failed tests : 30
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All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 46
Running with params: {'batch_size': 8, 'max_steps': 700, 'ppo_config_LR': 0.03580900544142978}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_700_0.03580900544142978
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Timings: Avg: 31.759999999999994, Max: 32.18, Min: 30.94
Passed tests : 14
Failed tests : 16
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 47
Running with params: {'batch_size': 8, 'max_steps': 500, 'ppo_config_LR': 0.010004197260244622}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_8_500_0.010004197260244622
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Timings: Avg: 29.93166666666667, Max: 30.220000000000002, Min: 29.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 29.93166666666667, Max: 30.220000000000002, Min: 29.47
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 48
Running with params: {'batch_size': 2, 'max_steps': 300, 'ppo_config_LR': 0.11153105924210789}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_2_300_0.11153105924210789
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Timings: Avg: 30.36766666666666, Max: 30.68, Min: 29.959999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 30.36766666666666, Max: 30.68, Min: 29.959999999999997
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 49
Running with params: {'batch_size': 64, 'max_steps': 1700, 'ppo_config_LR': 0.061102069957134686}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_64_1700_0.061102069957134686
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Timings: Avg: 37.50033333333334, Max: 37.93000000000001, Min: 36.589999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 37.50033333333334, Max: 37.93000000000001, Min: 36.589999999999996
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 50
Running with params: {'batch_size': 128, 'max_steps': 100, 'ppo_config_LR': 0.004093139298654398}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_128_100_0.004093139298654398
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Timings: Avg: 25.102999999999998, Max: 25.479999999999997, Min: 24.71
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 51
Running with params: {'batch_size': 256, 'max_steps': 200, 'ppo_config_LR': 0.008629741364891442}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597795256_ml-agents/run_1597817929/assert_90739478_256_200_0.008629741364891442
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Timings: Avg: 25.616999999999997, Max: 25.880000000000003, Min: 24.97
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: 3.4028234663852886e+38
Best-param: None
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 143, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 1865.8125221729279
