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_sac
Params: learning_rate,61,22,ParamType.LR,0.005
batch_size,63,19,ParamType.CHAINS,8
max_steps,71,14,ParamType.ITER,1000
Assertion: assert all(reward > success_threshold for reward in processed_rewards)
Original runtime: 14.347
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_0.005_8_1000
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Timings: Avg: 14.536, Max: 14.67, Min: 14.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.536, Max: 14.67, Min: 14.36
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.536
Score: 14.536
Best-score: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
>>Setting original runtime to 14.536
Optimization Iteration: 1
Running with params: {'batch_size': 32, 'learning_rate': 0.0011535824369859472, 'max_steps': 680}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.0011535824369859472_680
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Timings: Avg: 14.404, Max: 14.6, Min: 14.120000000000001
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 2
Running with params: {'batch_size': 128, 'learning_rate': 3.574924780945446e-05, 'max_steps': 180}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_3.574924780945446e-05_180
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Timings: Avg: 9.716000000000001, Max: 9.98, Min: 9.49
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 3
Running with params: {'batch_size': 256, 'learning_rate': 0.08315682142037441, 'max_steps': 180}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.08315682142037441_180
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Timings: Avg: 7.164666666666667, Max: 7.25, Min: 7.06
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 4
Running with params: {'batch_size': 32, 'learning_rate': 0.08367471998941638, 'max_steps': 280}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.08367471998941638_280
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.765666666666664, Max: 9.94, Min: 9.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.765666666666664, Max: 9.94, Min: 9.58
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.232595164407831e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 5
Running with params: {'batch_size': 64, 'learning_rate': 0.22603717548087168, 'max_steps': 210}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.22603717548087168_210
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Timings: Avg: 9.209666666666665, Max: 9.29, Min: 9.059999999999999
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 6
Running with params: {'batch_size': 32, 'learning_rate': 0.0007004004720447219, 'max_steps': 230}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.0007004004720447219_230
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Timings: Avg: 9.188666666666668, Max: 9.31, Min: 9.03
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 7
Running with params: {'batch_size': 32, 'learning_rate': 0.7613896069008356, 'max_steps': 180}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.7613896069008356_180
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Timings: Avg: 8.635666666666667, Max: 8.700000000000001, Min: 8.520000000000001
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 8
Running with params: {'batch_size': 4, 'learning_rate': 0.06092316419118696, 'max_steps': 730}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.06092316419118696_730
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.145999999999995, Max: 12.31, Min: 11.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7704121385946638
Evaluating 30 values out of 30
Overall-timings: Avg: 12.145999999999995, Max: 12.31, Min: 11.42
Variance (0.0) too small, using delta distribution
Choosing distribution: laplace
Probability of fail (non-zero): 0.9949945551728853
Exceeding max probability of failure: 0.9949945551728853
All-Passed: False
Probabilty of failure: 0.9949945551728853
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 9
Running with params: {'batch_size': 8, 'learning_rate': 7.85934195990758e-05, 'max_steps': 820}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_7.85934195990758e-05_820
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Timings: Avg: 13.258666666666667, Max: 13.430000000000001, Min: 13.12
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 10
Running with params: {'batch_size': 4, 'learning_rate': 0.0009422604001048436, 'max_steps': 760}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.0009422604001048436_760
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Timings: Avg: 12.608, Max: 12.92, Min: 12.48
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: 14.536
Best-param: {'learning_rate': 0.005, 'batch_size': 8, 'max_steps': 1000}
Optimization Iteration: 11
Running with params: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.09605596333422722_550
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.470666666666668, Max: 12.790000000000001, Min: 12.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.470666666666668, Max: 12.790000000000001, Min: 12.26
Variance (1.9721522630525295e-31) too small, using delta distribution
Choosing distribution: gumbel_l
Probability of fail (non-zero): 7.531320634163046e-139
All-Passed: True
Probabilty of failure: 7.531320634163046e-139
Runtime: 12.470666666666668
Score: 12.470666666666668
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 12
Running with params: {'batch_size': 8, 'learning_rate': 0.023022961920577924, 'max_steps': 160}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.023022961920577924_160
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Timings: Avg: 8.168999999999999, Max: 8.34, Min: 8.01
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 13
Running with params: {'batch_size': 64, 'learning_rate': 0.5353798276288037, 'max_steps': 340}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.5353798276288037_340
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Timings: Avg: 11.675333333333333, Max: 11.92, Min: 11.53
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 14
Running with params: {'batch_size': 8, 'learning_rate': 0.03847123586420262, 'max_steps': 120}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.03847123586420262_120
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Timings: Avg: 7.554666666666666, Max: 7.63, Min: 7.4399999999999995
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 15
Running with params: {'batch_size': 128, 'learning_rate': 0.0005320890773212466, 'max_steps': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.0005320890773212466_250
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Timings: Avg: 10.886666666666665, Max: 11.09, Min: 10.649999999999999
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 16
Running with params: {'batch_size': 32, 'learning_rate': 0.351714126942995, 'max_steps': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.351714126942995_380
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Timings: Avg: 11.165333333333335, Max: 11.26, Min: 10.88
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 17
Running with params: {'batch_size': 8, 'learning_rate': 0.002195977451145081, 'max_steps': 360}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.002195977451145081_360
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Timings: Avg: 9.934, Max: 10.08, Min: 9.82
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 18
Running with params: {'batch_size': 256, 'learning_rate': 0.8673064832921842, 'max_steps': 420}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.8673064832921842_420
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Timings: Avg: 21.377999999999997, Max: 22.07, Min: 20.819999999999997
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 19
Running with params: {'batch_size': 8, 'learning_rate': 0.006559893928666081, 'max_steps': 350}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.006559893928666081_350
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Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 20
Running with params: {'batch_size': 8, 'learning_rate': 0.3575571827248129, 'max_steps': 750}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.3575571827248129_750
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Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 21
Running with params: {'batch_size': 16, 'learning_rate': 0.00017093872849405892, 'max_steps': 530}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.00017093872849405892_530
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Score: 3.4028234663852886e+38
Best-score: 12.470666666666668
Best-param: {'batch_size': 32, 'learning_rate': 0.09605596333422722, 'max_steps': 550}
Optimization Iteration: 22
Running with params: {'batch_size': 2, 'learning_rate': 0.012945659033271897, 'max_steps': 530}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.012945659033271897_530
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.294666666666668, Max: 10.56, Min: 9.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.294666666666668, Max: 10.56, Min: 9.99
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 10.294666666666668
Score: 10.294666666666668
Best-score: 10.294666666666668
Best-param: {'batch_size': 2, 'learning_rate': 0.012945659033271897, 'max_steps': 530}
Optimization Iteration: 23
Running with params: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.008711329222644691_520
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.283333333333335, Max: 10.43, Min: 10.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.283333333333335, Max: 10.43, Min: 10.17
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 10.283333333333335
Score: 10.283333333333335
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 24
Running with params: {'batch_size': 2, 'learning_rate': 0.007312045504959949, 'max_steps': 470}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.007312045504959949_470
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.254, Max: 10.36, Min: 10.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3333333333333426
Evaluating 30 values out of 30
Overall-timings: Avg: 10.254, Max: 10.36, Min: 10.1
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: t
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 25
Running with params: {'batch_size': 2, 'learning_rate': 0.013177817755315945, 'max_steps': 970}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.013177817755315945_970
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.352666666666662, Max: 13.53, Min: 13.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.352666666666662, Max: 13.53, Min: 13.14
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.352666666666662
Score: 13.352666666666662
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 26
Running with params: {'batch_size': 2, 'learning_rate': 0.003497381705794952, 'max_steps': 580}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.003497381705794952_580
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.882666666666665, Max: 10.98, Min: 10.729999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.882666666666665, Max: 10.98, Min: 10.729999999999999
Variance (4.930380657631324e-32) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 27
Running with params: {'batch_size': 2, 'learning_rate': 0.016845294498608984, 'max_steps': 990}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.016845294498608984_990
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.511333333333333, Max: 13.77, Min: 13.299999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.511333333333333, Max: 13.77, Min: 13.299999999999999
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.511333333333333
Score: 13.511333333333333
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 28
Running with params: {'batch_size': 2, 'learning_rate': 0.000250967629476377, 'max_steps': 460}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.000250967629476377_460
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.314666666666666, Max: 10.430000000000001, Min: 10.19
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 29
Running with params: {'batch_size': 2, 'learning_rate': 0.0033174078231702456, 'max_steps': 620}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0033174078231702456_620
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.362, Max: 11.53, Min: 11.219999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.362, Max: 11.53, Min: 11.219999999999999
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 30
Running with params: {'batch_size': 16, 'learning_rate': 0.002102881383703008, 'max_steps': 890}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.002102881383703008_890
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.707999999999998, Max: 14.889999999999999, Min: 14.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.707999999999998, Max: 14.889999999999999, Min: 14.39
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 31
Running with params: {'batch_size': 2, 'learning_rate': 0.007742831229953252, 'max_steps': 480}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.007742831229953252_480
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.368666666666664, Max: 10.479999999999999, Min: 10.219999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.368666666666664, Max: 10.479999999999999, Min: 10.219999999999999
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 32
Running with params: {'batch_size': 128, 'learning_rate': 0.17587812257954646, 'max_steps': 290}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.17587812257954646_290
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.468, Max: 12.69, Min: 12.23
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 33
Running with params: {'batch_size': 256, 'learning_rate': 0.029291728136967597, 'max_steps': 670}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.029291728136967597_670
Launching 30 jobs, 30 in parallel
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Timings: Avg: 32.091, Max: 33.580000000000005, Min: 30.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 32.091, Max: 33.580000000000005, Min: 30.88
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.091
Score: 32.091
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 34
Running with params: {'batch_size': 2, 'learning_rate': 3.1106694694893716e-05, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_3.1106694694893716e-05_300
Launching 30 jobs, 30 in parallel
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 35
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_1.492091030414692e-05_430
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Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 36
Running with params: {'batch_size': 64, 'learning_rate': 0.00038243309552842166, 'max_steps': 670}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.00038243309552842166_670
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Optimization Iteration: 37
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.13826642197784456_260
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Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 38
Running with params: {'batch_size': 2, 'learning_rate': 0.04886297175498197, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.04886297175498197_400
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Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.725333333333335, Max: 9.84, Min: 9.549999999999999
Variance (0.0) too small, using delta distribution
Variance (1.232595164407831e-32) too small, using delta distribution
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Exceeding max probability of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 39
Running with params: {'batch_size': 256, 'learning_rate': 0.009367324756259088, 'max_steps': 540}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.009367324756259088_540
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.057000000000002, Max: 26.75, Min: 25.4
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 26.057000000000002, Max: 26.75, Min: 25.4
Variance (1.1093356479670479e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 26.057000000000002
Score: 26.057000000000002
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 40
Running with params: {'batch_size': 128, 'learning_rate': 0.001232706542669838, 'max_steps': 840}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.001232706542669838_840
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 41
Running with params: {'batch_size': 2, 'learning_rate': 0.06676780673615107, 'max_steps': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.06676780673615107_100
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 42
Running with params: {'batch_size': 64, 'learning_rate': 0.0012939911210031415, 'max_steps': 630}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.0012939911210031415_630
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 43
Running with params: {'batch_size': 4, 'learning_rate': 0.00474586109667717, 'max_steps': 190}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.00474586109667717_190
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 44
Running with params: {'batch_size': 2, 'learning_rate': 8.864647700712578e-05, 'max_steps': 320}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_8.864647700712578e-05_320
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.477, Max: 9.61, Min: 9.379999999999999
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 45
Running with params: {'batch_size': 32, 'learning_rate': 0.017375437360771327, 'max_steps': 150}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.017375437360771327_150
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.163666666666666, Max: 8.25, Min: 8.049999999999999
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Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 46
Running with params: {'batch_size': 128, 'learning_rate': 0.09580789818940881, 'max_steps': 220}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.09580789818940881_220
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.173333333333334, Max: 10.32, Min: 10.01
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 47
Running with params: {'batch_size': 4, 'learning_rate': 0.027253067515890943, 'max_steps': 510}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.027253067515890943_510
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.316666666666666, Max: 10.440000000000001, Min: 10.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.316666666666666, Max: 10.440000000000001, Min: 10.0
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.316666666666666
Score: 10.316666666666666
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 48
Running with params: {'batch_size': 64, 'learning_rate': 0.0007702935578759389, 'max_steps': 910}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.0007702935578759389_910
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.403666666666666, Max: 20.97, Min: 19.85
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Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 49
Running with params: {'batch_size': 256, 'learning_rate': 0.0017313424017893152, 'max_steps': 790}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.0017313424017893152_790
Launching 30 jobs, 30 in parallel
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Timings: Avg: 37.308, Max: 38.45, Min: 35.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 37.308, Max: 38.45, Min: 35.92
Variance (4.437342591868191e-31) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 50
Running with params: {'batch_size': 32, 'learning_rate': 0.00045864267434421425, 'max_steps': 270}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.00045864267434421425_270
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.603666666666667, Max: 9.73, Min: 9.389999999999999
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Upto iteration 50: {'batch_size': 0, 'learning_rate': 0.008711329222644691, 'max_steps': 520.0}
Optimization Iteration: 51
Running with params: {'batch_size': 2, 'learning_rate': 0.30749985274789815, 'max_steps': 590}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.30749985274789815_590
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.317000000000002, Max: 11.53, Min: 11.1
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: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 52
Running with params: {'batch_size': 16, 'learning_rate': 0.011275613909005047, 'max_steps': 240}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.011275613909005047_240
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.914666666666667, Max: 9.120000000000001, Min: 8.64
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 53
Running with params: {'batch_size': 2, 'learning_rate': 0.005049007811223353, 'max_steps': 710}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.005049007811223353_710
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Timings: Avg: 11.545333333333332, Max: 11.99, Min: 11.31
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.545333333333332, Max: 11.99, Min: 11.31
Variance (0.0) too small, using delta distribution
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Runtime: 11.545333333333332
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Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 54
Running with params: {'batch_size': 8, 'learning_rate': 0.6428036393461796, 'max_steps': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.6428036393461796_380
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Timings: Avg: 10.159, Max: 10.42, Min: 9.979999999999999
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 55
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Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0001672100450376765_330
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 56
Running with params: {'batch_size': 32, 'learning_rate': 0.04832004679235186, 'max_steps': 430}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.04832004679235186_430
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Timings: Avg: 11.176999999999998, Max: 11.360000000000001, Min: 11.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.176999999999998, Max: 11.360000000000001, Min: 11.03
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 57
Running with params: {'batch_size': 128, 'learning_rate': 0.018877355269426722, 'max_steps': 150}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.018877355269426722_150
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 58
Running with params: {'batch_size': 64, 'learning_rate': 0.0029873508292620693, 'max_steps': 490}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.0029873508292620693_490
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 59
Running with params: {'batch_size': 2, 'learning_rate': 0.033291459471077395, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.033291459471077395_200
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Score: 3.4028234663852886e+38
Best-score: 10.283333333333335
Best-param: {'batch_size': 2, 'learning_rate': 0.008711329222644691, 'max_steps': 520}
Optimization Iteration: 60
Running with params: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.12678362315581493_360
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.790000000000001, Max: 9.93, Min: 9.680000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.790000000000001, Max: 9.93, Min: 9.680000000000001
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.790000000000001
Score: 9.790000000000001
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 61
Running with params: {'batch_size': 16, 'learning_rate': 0.13732130247706387, 'max_steps': 160}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.13732130247706387_160
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 62
Running with params: {'batch_size': 16, 'learning_rate': 0.974232445426754, 'max_steps': 360}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.974232445426754_360
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.299333333333331, Max: 10.4, Min: 10.07
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Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 63
Running with params: {'batch_size': 16, 'learning_rate': 0.4628250662715088, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.4628250662715088_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.508666666666668, Max: 9.590000000000002, Min: 9.360000000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 64
Running with params: {'batch_size': 16, 'learning_rate': 0.21330262136927577, 'max_steps': 230}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.21330262136927577_230
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.813666666666666, Max: 8.94, Min: 8.64
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 65
Running with params: {'batch_size': 16, 'learning_rate': 0.06695629382089642, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.06695629382089642_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.077333333333335, Max: 10.25, Min: 9.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.077333333333335, Max: 10.25, Min: 9.93
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.077333333333335
Score: 10.077333333333335
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 66
Running with params: {'batch_size': 16, 'learning_rate': 0.07461101287538538, 'max_steps': 450}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.07461101287538538_450
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.399000000000001, Max: 10.48, Min: 10.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.399000000000001, Max: 10.48, Min: 10.22
Variance (1.9721522630525295e-31) too small, using delta distribution
Choosing distribution: gumbel_l
Probability of fail (non-zero): 1.0361377613589237e-23
All-Passed: True
Probabilty of failure: 1.0361377613589237e-23
Runtime: 10.399000000000001
Score: 10.399000000000001
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 67
Running with params: {'batch_size': 16, 'learning_rate': 0.24784315500022966, 'max_steps': 390}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.24784315500022966_390
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.349999999999998, Max: 10.44, Min: 10.21
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 68
Running with params: {'batch_size': 16, 'learning_rate': 0.04887236237770565, 'max_steps': 350}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.04887236237770565_350
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.788000000000002, Max: 9.9, Min: 9.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.788000000000002, Max: 9.9, Min: 9.61
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 69
Running with params: {'batch_size': 16, 'learning_rate': 0.4694704987226929, 'max_steps': 570}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.4694704987226929_570
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.197000000000001, Max: 12.32, Min: 12.02
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 70
Running with params: {'batch_size': 16, 'learning_rate': 0.12277394006313765, 'max_steps': 420}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.12277394006313765_420
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.537666666666667, Max: 10.639999999999999, Min: 10.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.537666666666667, Max: 10.639999999999999, Min: 10.12
Variance (4.930380657631324e-32) too small, using delta distribution
Choosing distribution: expon
Probability of fail (non-zero): 0.9999999999993722
Exceeding max probability of failure: 0.9999999999993722
All-Passed: False
Probabilty of failure: 0.9999999999993722
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 71
Running with params: {'batch_size': 8, 'learning_rate': 0.005804381757488518, 'max_steps': 310}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.005804381757488518_310
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Timings: Avg: 9.516666666666667, Max: 9.66, Min: 9.25
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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 72
Running with params: {'batch_size': 256, 'learning_rate': 0.02235703943411339, 'max_steps': 280}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.02235703943411339_280
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Timings: Avg: 7.344333333333334, Max: 7.43, Min: 7.22
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 73
Running with params: {'batch_size': 4, 'learning_rate': 0.08874849679776486, 'max_steps': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.08874849679776486_250
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Timings: Avg: 8.927333333333333, Max: 9.1, Min: 8.69
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 74
Running with params: {'batch_size': 16, 'learning_rate': 0.03929514983483466, 'max_steps': 610}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.03929514983483466_610
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.245666666666667, Max: 12.459999999999999, Min: 12.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.245666666666667, Max: 12.459999999999999, Min: 12.08
Variance (1.9721522630525295e-31) too small, using delta distribution
Variance (1.9721522630525295e-31) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 75
Running with params: {'batch_size': 16, 'learning_rate': 0.18095900492691888, 'max_steps': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.18095900492691888_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.281333333333334, Max: 11.41, Min: 11.07
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 11.281333333333334 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 76
Running with params: {'batch_size': 128, 'learning_rate': 0.008870059231332758, 'max_steps': 450}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.008870059231332758_450
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.249333333333333, Max: 11.389999999999999, Min: 11.02
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.1213203435596295
Exceeding current best timeout: 11.249333333333333 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 77
Running with params: {'batch_size': 32, 'learning_rate': 0.013069465912376383, 'max_steps': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.013069465912376383_380
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.22466666666667, Max: 11.430000000000001, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.22466666666667, Max: 11.430000000000001, Min: 11.08
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 78
Running with params: {'batch_size': 256, 'learning_rate': 0.0580827659124984, 'max_steps': 410}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.0580827659124984_410
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.247333333333332, Max: 11.44, Min: 11.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.247333333333332, Max: 11.44, Min: 11.0
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 79
Running with params: {'batch_size': 8, 'learning_rate': 0.00397766160578178, 'max_steps': 640}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.00397766160578178_640
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.227, Max: 11.370000000000001, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 36029337450918.0
Exceeding current best timeout: 11.227 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 80
Running with params: {'batch_size': 64, 'learning_rate': 0.0024165400269586536, 'max_steps': 120}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.0024165400269586536_120
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.232333333333337, Max: 11.39, Min: 11.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329344
Evaluating 30 values out of 30
Overall-timings: Avg: 11.232333333333337, Max: 11.39, Min: 11.0
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 81
Running with params: {'batch_size': 4, 'learning_rate': 0.299932205506573, 'max_steps': 330}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.299932205506573_330
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.269666666666666, Max: 11.35, Min: 11.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.269666666666666, Max: 11.35, Min: 11.14
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 82
Running with params: {'batch_size': 16, 'learning_rate': 0.7526485731763853, 'max_steps': 520}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.7526485731763853_520
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.269, Max: 11.4, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.269 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 83
Running with params: {'batch_size': 16, 'learning_rate': 0.107471493438498, 'max_steps': 560}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.107471493438498_560
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.25, Max: 11.399999999999999, Min: 11.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.25, Max: 11.399999999999999, Min: 11.12
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 84
Running with params: {'batch_size': 128, 'learning_rate': 0.0009602412443924795, 'max_steps': 710}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.0009602412443924795_710
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.251999999999999, Max: 11.340000000000002, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 11.251999999999999, Max: 11.340000000000002, Min: 11.08
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 85
Running with params: {'batch_size': 32, 'learning_rate': 0.023545796590820303, 'max_steps': 210}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.023545796590820303_210
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.251, Max: 11.370000000000001, Min: 11.020000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.251, Max: 11.370000000000001, Min: 11.020000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 86
Running with params: {'batch_size': 256, 'learning_rate': 1.1857354575059692e-05, 'max_steps': 270}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_1.1857354575059692e-05_270
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.258000000000001, Max: 11.36, Min: 11.100000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.258000000000001, Max: 11.36, Min: 11.100000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 87
Running with params: {'batch_size': 64, 'learning_rate': 0.03802121205298014, 'max_steps': 830}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.03802121205298014_830
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Timings: Avg: 11.257333333333332, Max: 11.35, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5345224838248117
Evaluating 30 values out of 30
Overall-timings: Avg: 11.257333333333332, Max: 11.35, Min: 11.11
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 88
Running with params: {'batch_size': 2, 'learning_rate': 0.0016945817055079033, 'max_steps': 360}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0016945817055079033_360
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.255666666666666, Max: 11.4, Min: 11.05
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.255666666666666 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 89
Running with params: {'batch_size': 4, 'learning_rate': 0.16390116861907283, 'max_steps': 780}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.16390116861907283_780
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.230999999999998, Max: 11.34, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 11.230999999999998 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 90
Running with params: {'batch_size': 8, 'learning_rate': 0.01041982906026167, 'max_steps': 470}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.01041982906026167_470
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.261, Max: 11.46, Min: 11.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.261, Max: 11.46, Min: 11.09
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 91
Running with params: {'batch_size': 16, 'learning_rate': 0.015399770258273701, 'max_steps': 670}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.015399770258273701_670
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.251999999999999, Max: 11.399999999999999, Min: 11.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.251999999999999, Max: 11.399999999999999, Min: 11.15
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 92
Running with params: {'batch_size': 2, 'learning_rate': 0.0066062031020122924, 'max_steps': 950}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0066062031020122924_950
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.247333333333334, Max: 11.41, Min: 11.04
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000553
Exceeding current best timeout: 11.247333333333334 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 93
Running with params: {'batch_size': 16, 'learning_rate': 0.06329118026081919, 'max_steps': 170}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.06329118026081919_170
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.266666666666667, Max: 11.49, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.266666666666667, Max: 11.49, Min: 11.11
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 94
Running with params: {'batch_size': 128, 'learning_rate': 0.5967608662388636, 'max_steps': 290}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.5967608662388636_290
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.239, Max: 11.44, Min: 11.059999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.239, Max: 11.44, Min: 11.059999999999999
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 95
Running with params: {'batch_size': 2, 'learning_rate': 0.00025751272233766505, 'max_steps': 540}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.00025751272233766505_540
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.247666666666667, Max: 11.34, Min: 11.120000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 11.247666666666667, Max: 11.34, Min: 11.120000000000001
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 96
Running with params: {'batch_size': 16, 'learning_rate': 0.37808032971737165, 'max_steps': 340}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.37808032971737165_340
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.257333333333332, Max: 11.4, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329344
Evaluating 30 values out of 30
Overall-timings: Avg: 11.257333333333332, Max: 11.4, Min: 11.08
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 97
Running with params: {'batch_size': 32, 'learning_rate': 5.523576973712863e-05, 'max_steps': 370}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_5.523576973712863e-05_370
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.238999999999999, Max: 11.36, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.238999999999999, Max: 11.36, Min: 11.06
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 98
Running with params: {'batch_size': 64, 'learning_rate': 0.25109121152438135, 'max_steps': 440}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.25109121152438135_440
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.269000000000002, Max: 11.41, Min: 11.129999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.8284271247461708
Exceeding current best timeout: 11.269000000000002 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 99
Running with params: {'batch_size': 256, 'learning_rate': 0.0040430982162329, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.0040430982162329_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.243666666666668, Max: 11.350000000000001, Min: 11.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329344
Evaluating 30 values out of 30
Overall-timings: Avg: 11.243666666666668, Max: 11.350000000000001, Min: 11.12
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 100
Running with params: {'batch_size': 16, 'learning_rate': 0.08063683930251217, 'max_steps': 130}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.08063683930251217_130
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.251666666666665, Max: 11.479999999999999, Min: 11.0
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.0027874463421056
Exceeding current best timeout: 11.251666666666665 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Upto iteration 100: {'batch_size': 3, 'learning_rate': 0.12678362315581493, 'max_steps': 360.0}
Optimization Iteration: 101
Running with params: {'batch_size': 8, 'learning_rate': 0.002763621703611387, 'max_steps': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.002763621703611387_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.240000000000002, Max: 11.43, Min: 11.049999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.240000000000002, Max: 11.43, Min: 11.049999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 102
Running with params: {'batch_size': 4, 'learning_rate': 0.028431855778841362, 'max_steps': 310}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.028431855778841362_310
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.268999999999998, Max: 11.479999999999999, Min: 11.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.268999999999998, Max: 11.479999999999999, Min: 11.03
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 103
Running with params: {'batch_size': 2, 'learning_rate': 0.0006977871809667779, 'max_steps': 870}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0006977871809667779_870
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Timings: Avg: 11.221, Max: 11.38, Min: 11.040000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.35355339059329344
Evaluating 30 values out of 30
Overall-timings: Avg: 11.221, Max: 11.38, Min: 11.040000000000001
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 104
Running with params: {'batch_size': 16, 'learning_rate': 0.9996756410074831, 'max_steps': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.9996756410074831_250
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Timings: Avg: 11.27, Max: 11.4, Min: 11.120000000000001
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.27 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 105
Running with params: {'batch_size': 2, 'learning_rate': 0.0015721202188483285, 'max_steps': 190}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0015721202188483285_190
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Timings: Avg: 11.22166666666667, Max: 11.31, Min: 11.1
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.22166666666667 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 106
Running with params: {'batch_size': 16, 'learning_rate': 0.019585636341325114, 'max_steps': 230}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.019585636341325114_230
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.311000000000002, Max: 11.48, Min: 11.110000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.311000000000002, Max: 11.48, Min: 11.110000000000001
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 107
Running with params: {'batch_size': 128, 'learning_rate': 0.04189215620204606, 'max_steps': 490}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.04189215620204606_490
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.230333333333336, Max: 11.350000000000001, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000553
Exceeding current best timeout: 11.230333333333336 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 108
Running with params: {'batch_size': 32, 'learning_rate': 0.008284779270327352, 'max_steps': 650}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.008284779270327352_650
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.23433333333333, Max: 11.4, Min: 10.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.23433333333333, Max: 11.4, Min: 10.93
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 109
Running with params: {'batch_size': 64, 'learning_rate': 0.1132465290337071, 'max_steps': 710}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.1132465290337071_710
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.322666666666665, Max: 11.450000000000001, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.322666666666665, Max: 11.450000000000001, Min: 11.11
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 110
Running with params: {'batch_size': 16, 'learning_rate': 0.17564540077715213, 'max_steps': 270}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.17564540077715213_270
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.277666666666667, Max: 11.430000000000001, Min: 11.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.3535533905932934
Evaluating 30 values out of 30
Overall-timings: Avg: 11.277666666666667, Max: 11.430000000000001, Min: 11.09
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 111
Running with params: {'batch_size': 256, 'learning_rate': 0.005110332050938128, 'max_steps': 320}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.005110332050938128_320
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.289333333333333, Max: 11.44, Min: 11.13
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.289333333333333 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 112
Running with params: {'batch_size': 2, 'learning_rate': 0.014196198311901215, 'max_steps': 470}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.014196198311901215_470
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.282666666666666, Max: 11.39, Min: 11.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.282666666666666, Max: 11.39, Min: 11.19
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 113
Running with params: {'batch_size': 8, 'learning_rate': 0.05642850084950983, 'max_steps': 740}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.05642850084950983_740
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.267000000000001, Max: 11.45, Min: 11.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.6337518252007949
Evaluating 30 values out of 30
Overall-timings: Avg: 11.267000000000001, Max: 11.45, Min: 11.07
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 114
Running with params: {'batch_size': 4, 'learning_rate': 0.03312266530790119, 'max_steps': 520}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.03312266530790119_520
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.285666666666664, Max: 11.360000000000001, Min: 11.149999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5958799786462837
Evaluating 30 values out of 30
Overall-timings: Avg: 11.285666666666664, Max: 11.360000000000001, Min: 11.149999999999999
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 115
Running with params: {'batch_size': 16, 'learning_rate': 0.41562717558243883, 'max_steps': 420}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.41562717558243883_420
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.237000000000004, Max: 11.39, Min: 11.04
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.237000000000004 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 116
Running with params: {'batch_size': 2, 'learning_rate': 0.2957481671769975, 'max_steps': 570}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.2957481671769975_570
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.257666666666665, Max: 11.370000000000001, Min: 11.14
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.257666666666665 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 117
Running with params: {'batch_size': 16, 'learning_rate': 2.0735127076278035e-05, 'max_steps': 290}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_2.0735127076278035e-05_290
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.272999999999998, Max: 11.39, Min: 11.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5345224838248117
Evaluating 30 values out of 30
Overall-timings: Avg: 11.272999999999998, Max: 11.39, Min: 11.11
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 118
Running with params: {'batch_size': 32, 'learning_rate': 0.02359187115079432, 'max_steps': 380}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.02359187115079432_380
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.230666666666666, Max: 11.35, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.3553501167101318
Exceeding current best timeout: 11.230666666666666 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 119
Running with params: {'batch_size': 128, 'learning_rate': 0.0003483433930177397, 'max_steps': 220}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.0003483433930177397_220
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.26033333333333, Max: 11.45, Min: 11.15
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.26033333333333 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 120
Running with params: {'batch_size': 64, 'learning_rate': 0.7732184074595247, 'max_steps': 340}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.7732184074595247_340
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.23, Max: 11.360000000000001, Min: 11.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.23, Max: 11.360000000000001, Min: 11.07
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 121
Running with params: {'batch_size': 16, 'learning_rate': 0.2075074656324874, 'max_steps': 250}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.2075074656324874_250
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.264999999999999, Max: 11.34, Min: 11.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.264999999999999, Max: 11.34, Min: 11.08
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 122
Running with params: {'batch_size': 2, 'learning_rate': 0.13743220547937546, 'max_steps': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.13743220547937546_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.231, Max: 11.33, Min: 11.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000553
Exceeding current best timeout: 11.231 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 123
Running with params: {'batch_size': 256, 'learning_rate': 0.07718293181101712, 'max_steps': 450}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.07718293181101712_450
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.231666666666666, Max: 11.31, Min: 11.059999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.231666666666666, Max: 11.31, Min: 11.059999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 124
Running with params: {'batch_size': 8, 'learning_rate': 0.01160111005821103, 'max_steps': 550}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.01160111005821103_550
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.257000000000001, Max: 11.4, Min: 11.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.257000000000001, Max: 11.4, Min: 11.03
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 125
Running with params: {'batch_size': 4, 'learning_rate': 0.006905976446114486, 'max_steps': 610}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.006905976446114486_610
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.243, Max: 11.350000000000001, Min: 11.0
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 11.243 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 126
Running with params: {'batch_size': 16, 'learning_rate': 0.001970609759292922, 'max_steps': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.001970609759292922_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.248666666666669, Max: 11.59, Min: 11.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.248666666666669, Max: 11.59, Min: 11.13
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 127
Running with params: {'batch_size': 2, 'learning_rate': 0.5450027329719941, 'max_steps': 360}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.5450027329719941_360
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.343, Max: 11.450000000000001, Min: 11.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7071067811865279
Evaluating 30 values out of 30
Overall-timings: Avg: 11.343, Max: 11.450000000000001, Min: 11.25
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 128
Running with params: {'batch_size': 16, 'learning_rate': 0.0006324695307118836, 'max_steps': 490}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.0006324695307118836_490
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.252666666666668, Max: 11.520000000000001, Min: 10.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.6910950885855968
Evaluating 30 values out of 30
Overall-timings: Avg: 11.252666666666668, Max: 11.520000000000001, Min: 10.97
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 129
Running with params: {'batch_size': 128, 'learning_rate': 0.01736332948860447, 'max_steps': 800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.01736332948860447_800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.241000000000001, Max: 11.430000000000001, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.241000000000001, Max: 11.430000000000001, Min: 11.06
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 130
Running with params: {'batch_size': 32, 'learning_rate': 0.0009338742853748154, 'max_steps': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.0009338742853748154_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.228, Max: 11.49, Min: 11.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.7467286566323946
Evaluating 30 values out of 30
Overall-timings: Avg: 11.228, Max: 11.49, Min: 11.02
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 131
Running with params: {'batch_size': 64, 'learning_rate': 0.00012673924747730114, 'max_steps': 430}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.00012673924747730114_430
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.228333333333335, Max: 11.430000000000001, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.4368522684281956
Evaluating 30 values out of 30
Overall-timings: Avg: 11.228333333333335, Max: 11.430000000000001, Min: 11.06
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 132
Running with params: {'batch_size': 16, 'learning_rate': 0.09779808331150777, 'max_steps': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.09779808331150777_1000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.257666666666665, Max: 11.61, Min: 11.110000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.257666666666665, Max: 11.61, Min: 11.110000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 133
Running with params: {'batch_size': 256, 'learning_rate': 0.03128875704743206, 'max_steps': 330}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.03128875704743206_330
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.233, Max: 11.39, Min: 10.989999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.233, Max: 11.39, Min: 10.989999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 134
Running with params: {'batch_size': 2, 'learning_rate': 0.0038363943903690816, 'max_steps': 110}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0038363943903690816_110
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.243333333333336, Max: 11.469999999999999, Min: 11.059999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.243333333333336, Max: 11.469999999999999, Min: 11.059999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 135
Running with params: {'batch_size': 8, 'learning_rate': 0.04377407882352194, 'max_steps': 510}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_8_0.04377407882352194_510
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Timings: Avg: 11.27866666666667, Max: 11.43, Min: 11.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.27866666666667, Max: 11.43, Min: 11.09
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 136
Running with params: {'batch_size': 4, 'learning_rate': 0.00886371026613168, 'max_steps': 760}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_4_0.00886371026613168_760
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Timings: Avg: 11.33, Max: 11.49, Min: 11.07
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 54043735960400.0
Exceeding current best timeout: 11.33 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 137
Running with params: {'batch_size': 16, 'learning_rate': 0.055443537747718624, 'max_steps': 930}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.055443537747718624_930
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Timings: Avg: 11.268666666666668, Max: 11.41, Min: 11.05
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.268666666666668 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 138
Running with params: {'batch_size': 2, 'learning_rate': 0.0026200553137480254, 'max_steps': 690}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0026200553137480254_690
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Timings: Avg: 11.246666666666668, Max: 11.49, Min: 11.069999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.246666666666668, Max: 11.49, Min: 11.069999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 139
Running with params: {'batch_size': 16, 'learning_rate': 0.0014607743923089555, 'max_steps': 170}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.0014607743923089555_170
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Timings: Avg: 11.245666666666667, Max: 11.44, Min: 11.05
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000553
Exceeding current best timeout: 11.245666666666667 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 140
Running with params: {'batch_size': 128, 'learning_rate': 0.26599608077193965, 'max_steps': 280}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_128_0.26599608077193965_280
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Timings: Avg: 11.236666666666668, Max: 11.39, Min: 11.059999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.44721359549987105
Evaluating 30 values out of 30
Overall-timings: Avg: 11.236666666666668, Max: 11.39, Min: 11.059999999999999
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 141
Running with params: {'batch_size': 32, 'learning_rate': 0.3522092952487923, 'max_steps': 140}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_32_0.3522092952487923_140
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.240333333333332, Max: 11.389999999999999, Min: 11.02
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.240333333333332 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 142
Running with params: {'batch_size': 64, 'learning_rate': 0.005256027903960286, 'max_steps': 580}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_64_0.005256027903960286_580
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.251333333333333, Max: 11.49, Min: 11.129999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.251333333333333, Max: 11.49, Min: 11.129999999999999
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 143
Running with params: {'batch_size': 16, 'learning_rate': 0.02529913883975889, 'max_steps': 260}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_16_0.02529913883975889_260
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.240333333333332, Max: 11.38, Min: 11.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 1.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.240333333333332, Max: 11.38, Min: 11.03
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 144
Running with params: {'batch_size': 256, 'learning_rate': 0.07053995674510144, 'max_steps': 640}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_256_0.07053995674510144_640
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.231000000000002, Max: 11.38, Min: 11.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.231000000000002, Max: 11.38, Min: 11.06
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 145
Running with params: {'batch_size': 2, 'learning_rate': 0.1312116973485608, 'max_steps': 860}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.1312116973485608_860
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.218000000000005, Max: 11.4, Min: 11.010000000000002
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: inf
Exceeding current best timeout: 11.218000000000005 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 146
Running with params: {'batch_size': 2, 'learning_rate': 0.012979783763318651, 'max_steps': 530}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.012979783763318651_530
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.279000000000003, Max: 11.38, Min: 11.12
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000184
Exceeding current best timeout: 11.279000000000003 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 147
Running with params: {'batch_size': 2, 'learning_rate': 0.0033132099369965876, 'max_steps': 470}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.0033132099369965876_470
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.229666666666668, Max: 11.399999999999999, Min: 11.09
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000278
Exceeding current best timeout: 11.229666666666668 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 148
Running with params: {'batch_size': 2, 'learning_rate': 0.01036152201609324, 'max_steps': 410}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.01036152201609324_410
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.244333333333334, Max: 11.34, Min: 11.110000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.5212863411097677
Evaluating 30 values out of 30
Overall-timings: Avg: 11.244333333333334, Max: 11.34, Min: 11.110000000000001
Variance (4.81482486096809e-35) 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: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 149
Running with params: {'batch_size': 2, 'learning_rate': 0.01890372512955804, 'max_steps': 390}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.01890372512955804_390
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.236333333333333, Max: 11.33, Min: 11.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.236333333333333, Max: 11.33, Min: 11.12
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.930380657631324e-32) too small, using delta distribution
Probability of fail (non-zero): 1.0
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Optimization Iteration: 150
Running with params: {'batch_size': 2, 'learning_rate': 0.00647593683922912, 'max_steps': 370}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_ml-agents/wd/borntobeflaky/tool/logs/optim_1597771465_ml-agents/run_1597782402/assert_85943910_2_0.00647593683922912_370
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.246666666666666, Max: 11.43, Min: 11.01
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.0000000000000553
Exceeding current best timeout: 11.246666666666666 > 9.790000000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.790000000000001
Best-param: {'batch_size': 16, 'learning_rate': 0.12678362315581493, 'max_steps': 360}
Upto iteration 150: {'batch_size': 3, 'learning_rate': 0.12678362315581493, 'max_steps': 360.0}
Breaking...
{'batch_size': 3, 'learning_rate': 0.12678362315581493, 'max_steps': 360.0}
Best score: 9.790000000000001
Repeated params: 0
Trials: 151
Best param {'batch_size': 3, 'learning_rate': 0.12678362315581493, 'max_steps': 360.0}
Reduction: 32.64997248211336%
Speedup: 1.4847803881511745x
Optimizer time: 1816.4800870418549
