Repo: bambi
Filename: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/projects/bambi/bambi/tests/test_built_models.py
ClassName: none
Testname: test_logistic_regression
Params: samples,379,16,ParamType.ITER,1000
chains,379,29,ParamType.CHAINS,4
samples2,400,16,ParamType.ITER,1000
chains2,400,29,ParamType.CHAINS,4
Assertion: np.testing.assert_allclose(a[x], b[x], atol=0, rtol=0.01)
Original runtime: 31.638
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'samples': 1000, 'chains': 4, 'samples2': 1000, 'chains2': 4}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1000_4_1000_4
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.456333333333337, Max: 34.15, Min: 22.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.456333333333337, Max: 34.15, Min: 22.07
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.456333333333337
Score: 25.456333333333337
Best-score: 25.456333333333337
Best-param: {'samples': 1000, 'chains': 4, 'samples2': 1000, 'chains2': 4}
>>Setting original runtime to 25.456333333333337
Optimization Iteration: 1
Running with params: {'chains': 4, 'chains2': 2, 'samples': 140, 'samples2': 430}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_2_140_430
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.610333333333335, Max: 15.35, Min: 12.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.610333333333335, Max: 15.35, Min: 12.76
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.610333333333335
Score: 13.610333333333335
Best-score: 13.610333333333335
Best-param: {'chains': 4, 'chains2': 2, 'samples': 140, 'samples2': 430}
Optimization Iteration: 2
Running with params: {'chains': 3, 'chains2': 2, 'samples': 340, 'samples2': 160}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_2_340_160
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.152333333333333, Max: 14.58, Min: 12.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.152333333333333, Max: 14.58, Min: 12.67
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.152333333333333
Score: 13.152333333333333
Best-score: 13.152333333333333
Best-param: {'chains': 3, 'chains2': 2, 'samples': 340, 'samples2': 160}
Optimization Iteration: 3
Running with params: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_330_220
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 13.086666666666666, Max: 14.84, Min: 12.129999999999999
Passed tests : 27
Failed tests : 3
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 27 values out of 30
Overall-timings: Avg: 13.086666666666666, Max: 14.84, Min: 12.129999999999999
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.086666666666666
Score: 13.086666666666666
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 4
Running with params: {'chains': 4, 'chains2': 1, 'samples': 190, 'samples2': 440}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_1_190_440
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 13.449000000000002, Max: 14.97, Min: 12.69
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 13.449000000000002, Max: 14.97, Min: 12.69
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.449000000000002
Score: 13.449000000000002
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 5
Running with params: {'chains': 3, 'chains2': 4, 'samples': 410, 'samples2': 490}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_4_410_490
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.321, Max: 21.71, Min: 16.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.321, Max: 21.71, Min: 16.11
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.321
Score: 17.321
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 6
Running with params: {'chains': 2, 'chains2': 1, 'samples': 530, 'samples2': 740}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_1_530_740
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.964333333333334, Max: 17.58, Min: 13.809999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 14.964333333333334, Max: 17.58, Min: 13.809999999999999
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.964333333333334
Score: 14.964333333333334
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 7
Running with params: {'chains': 1, 'chains2': 2, 'samples': 890, 'samples2': 160}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_890_160
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.390666666666664, Max: 13.54, Min: 13.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.390666666666664, Max: 13.54, Min: 13.04
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.390666666666664
Score: 13.390666666666664
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 8
Running with params: {'chains': 3, 'chains2': 1, 'samples': 490, 'samples2': 110}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_1_490_110
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 15.183, Max: 17.28, Min: 14.14
Passed tests : 24
Failed tests : 6
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 24 values out of 30
Overall-timings: Avg: 15.183, Max: 17.28, Min: 14.14
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.183
Score: 15.183
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 9
Running with params: {'chains': 2, 'chains2': 2, 'samples': 540, 'samples2': 100}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_2_540_100
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 14.755666666666665, Max: 16.59, Min: 13.74
Passed tests : 26
Failed tests : 4
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 26 values out of 30
Overall-timings: Avg: 14.755666666666665, Max: 16.59, Min: 13.74
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.755666666666665
Score: 14.755666666666665
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 10
Running with params: {'chains': 1, 'chains2': 3, 'samples': 350, 'samples2': 480}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_350_480
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 16.46366666666667, Max: 18.28, Min: 14.84
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 16.46366666666667, Max: 18.28, Min: 14.84
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.46366666666667
Score: 16.46366666666667
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 11
Running with params: {'chains': 4, 'chains2': 2, 'samples': 220, 'samples2': 310}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_2_220_310
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.158666666666669, Max: 16.580000000000002, Min: 14.680000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.158666666666669, Max: 16.580000000000002, Min: 14.680000000000001
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.158666666666669
Score: 15.158666666666669
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 12
Running with params: {'chains': 3, 'chains2': 1, 'samples': 140, 'samples2': 640}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_1_140_640
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.430666666666665, Max: 16.240000000000002, Min: 13.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 14.430666666666665, Max: 16.240000000000002, Min: 13.91
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.430666666666665
Score: 14.430666666666665
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 13
Running with params: {'chains': 1, 'chains2': 3, 'samples': 960, 'samples2': 320}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_960_320
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.45433333333333, Max: 19.38, Min: 15.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.45433333333333, Max: 19.38, Min: 15.18
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.45433333333333
Score: 16.45433333333333
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 14
Running with params: {'chains': 1, 'chains2': 3, 'samples': 210, 'samples2': 150}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_210_150
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.424, Max: 16.46, Min: 13.84
Passed tests : 23
Failed tests : 7
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 23 values out of 30
Overall-timings: Avg: 14.424, Max: 16.46, Min: 13.84
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.424
Score: 14.424
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 15
Running with params: {'chains': 2, 'chains2': 2, 'samples': 300, 'samples2': 150}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_2_300_150
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.937000000000003, Max: 16.56, Min: 14.379999999999999
Passed tests : 27
Failed tests : 3
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 27 values out of 30
Overall-timings: Avg: 14.937000000000003, Max: 16.56, Min: 14.379999999999999
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.937000000000003
Score: 14.937000000000003
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 16
Running with params: {'chains': 2, 'chains2': 4, 'samples': 220, 'samples2': 850}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_4_220_850
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.386999999999997, Max: 26.82, Min: 19.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 22.386999999999997, Max: 26.82, Min: 19.37
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.386999999999997
Score: 22.386999999999997
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 17
Running with params: {'chains': 2, 'chains2': 2, 'samples': 470, 'samples2': 340}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_2_470_340
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.865333333333332, Max: 19.830000000000002, Min: 15.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.865333333333332, Max: 19.830000000000002, Min: 15.72
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.865333333333332
Score: 16.865333333333332
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 18
Running with params: {'chains': 4, 'chains2': 4, 'samples': 840, 'samples2': 280}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_4_840_280
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.136333333333333, Max: 27.81, Min: 20.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 22.136333333333333, Max: 27.81, Min: 20.62
Variance (0.0) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.136333333333333
Score: 22.136333333333333
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 19
Running with params: {'chains': 4, 'chains2': 1, 'samples': 170, 'samples2': 140}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_1_170_140
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.465333333333332, Max: 16.36, Min: 14.799999999999999
Passed tests : 26
Failed tests : 4
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 26 values out of 30
Overall-timings: Avg: 15.465333333333332, Max: 16.36, Min: 14.799999999999999
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.465333333333332
Score: 15.465333333333332
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 20
Running with params: {'chains': 1, 'chains2': 4, 'samples': 230, 'samples2': 510}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_4_230_510
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.786, Max: 20.66, Min: 17.52
Passed tests : 27
Failed tests : 3
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 27 values out of 30
Overall-timings: Avg: 18.786, Max: 20.66, Min: 17.52
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.786
Score: 18.786
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 21
Running with params: {'chains': 3, 'chains2': 3, 'samples': 300, 'samples2': 200}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_300_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.937666666666665, Max: 20.669999999999998, Min: 16.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.937666666666665, Max: 20.669999999999998, Min: 16.59
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.937666666666665
Score: 17.937666666666665
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 22
Running with params: {'chains': 3, 'chains2': 3, 'samples': 690, 'samples2': 210}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_690_210
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.903, Max: 24.46, Min: 18.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.903, Max: 24.46, Min: 18.93
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.903
Score: 20.903
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 23
Running with params: {'chains': 3, 'chains2': 3, 'samples': 360, 'samples2': 230}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_360_230
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.669333333333334, Max: 21.740000000000002, Min: 17.560000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.669333333333334, Max: 21.740000000000002, Min: 17.560000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.669333333333334
Score: 18.669333333333334
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 24
Running with params: {'chains': 1, 'chains2': 3, 'samples': 270, 'samples2': 250}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_270_250
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.091333333333335, Max: 19.400000000000002, Min: 16.04
Passed tests : 27
Failed tests : 3
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 27 values out of 30
Overall-timings: Avg: 17.091333333333335, Max: 19.400000000000002, Min: 16.04
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.091333333333335
Score: 17.091333333333335
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 25
Running with params: {'chains': 1, 'chains2': 2, 'samples': 700, 'samples2': 120}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_700_120
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 16.908666666666665, Max: 18.369999999999997, Min: 15.55
Passed tests : 26
Failed tests : 4
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 26 values out of 30
Overall-timings: Avg: 16.908666666666665, Max: 18.369999999999997, Min: 15.55
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.908666666666665
Score: 16.908666666666665
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 26
Running with params: {'chains': 3, 'chains2': 2, 'samples': 270, 'samples2': 180}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_2_270_180
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 17.411333333333335, Max: 18.82, Min: 16.76
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 17.411333333333335, Max: 18.82, Min: 16.76
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.411333333333335
Score: 17.411333333333335
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Upto iteration 50: {'chains': 0, 'chains2': 2, 'samples': 330.0, 'samples2': 220.0}
Optimization Iteration: 27
Running with params: {'chains': 3, 'chains2': 3, 'samples': 100, 'samples2': 120}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_100_120
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 17.698, Max: 19.049999999999997, Min: 16.32
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 17.698, Max: 19.049999999999997, Min: 16.32
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.698
Score: 17.698
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 28
Running with params: {'chains': 1, 'chains2': 3, 'samples': 380, 'samples2': 180}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_380_180
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.986333333333334, Max: 20.05, Min: 16.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.986333333333334, Max: 20.05, Min: 16.54
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.986333333333334
Score: 17.986333333333334
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 29
Running with params: {'chains': 3, 'chains2': 2, 'samples': 120, 'samples2': 240}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_2_120_240
Launching 30 jobs, 30 in parallel
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Not found ::: 
Not found ::: 
Timings: Avg: 17.970000000000002, Max: 20.53, Min: 16.900000000000002
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 17.970000000000002, Max: 20.53, Min: 16.900000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.970000000000002
Score: 17.970000000000002
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 30
Running with params: {'chains': 1, 'chains2': 2, 'samples': 630, 'samples2': 370}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_630_370
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.514, Max: 20.57, Min: 17.490000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.514, Max: 20.57, Min: 17.490000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.514
Score: 18.514
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 31
Running with params: {'chains': 4, 'chains2': 4, 'samples': 160, 'samples2': 130}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_4_160_130
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.074, Max: 22.25, Min: 17.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.074, Max: 22.25, Min: 17.98
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.074
Score: 19.074
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 32
Running with params: {'chains': 3, 'chains2': 3, 'samples': 260, 'samples2': 170}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_260_170
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.749999999999996, Max: 19.82, Min: 17.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.749999999999996, Max: 19.82, Min: 17.9
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.749999999999996
Score: 18.749999999999996
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 33
Running with params: {'chains': 1, 'chains2': 2, 'samples': 460, 'samples2': 400}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_460_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.340333333333334, Max: 21.25, Min: 18.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.340333333333334, Max: 21.25, Min: 18.11
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.340333333333334
Score: 19.340333333333334
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 34
Running with params: {'chains': 3, 'chains2': 1, 'samples': 420, 'samples2': 290}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_1_420_290
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 19.52066666666667, Max: 22.73, Min: 18.74
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 19.52066666666667, Max: 22.73, Min: 18.74
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.52066666666667
Score: 19.52066666666667
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 35
Running with params: {'chains': 4, 'chains2': 4, 'samples': 320, 'samples2': 100}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_4_320_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.10466666666667, Max: 23.869999999999997, Min: 19.720000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.10466666666667, Max: 23.869999999999997, Min: 19.720000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.10466666666667
Score: 21.10466666666667
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 36
Running with params: {'chains': 1, 'chains2': 2, 'samples': 580, 'samples2': 200}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_580_200
Launching 30 jobs, 30 in parallel
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Not found ::: 
Not found ::: 
Timings: Avg: 19.101999999999997, Max: 21.87, Min: 18.23
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 19.101999999999997, Max: 21.87, Min: 18.23
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.101999999999997
Score: 19.101999999999997
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 37
Running with params: {'chains': 2, 'chains2': 1, 'samples': 420, 'samples2': 590}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_1_420_590
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.169, Max: 23.310000000000002, Min: 19.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.169, Max: 23.310000000000002, Min: 19.46
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.169
Score: 20.169
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 38
Running with params: {'chains': 3, 'chains2': 3, 'samples': 180, 'samples2': 250}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_3_180_250
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.923333333333332, Max: 23.68, Min: 19.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.923333333333332, Max: 23.68, Min: 19.54
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.923333333333332
Score: 20.923333333333332
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 39
Running with params: {'chains': 1, 'chains2': 2, 'samples': 800, 'samples2': 100}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_800_100
Launching 30 jobs, 30 in parallel
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Not found ::: 
Not found ::: 
Timings: Avg: 20.477666666666664, Max: 22.13, Min: 18.93
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 20.477666666666664, Max: 22.13, Min: 18.93
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.477666666666664
Score: 20.477666666666664
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 40
Running with params: {'chains': 3, 'chains2': 1, 'samples': 330, 'samples2': 270}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_1_330_270
Launching 30 jobs, 30 in parallel
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Not found ::: 
Not found ::: 
Timings: Avg: 20.774, Max: 23.51, Min: 19.07
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 28 values out of 30
Overall-timings: Avg: 20.774, Max: 23.51, Min: 19.07
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.774
Score: 20.774
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 41
Running with params: {'chains': 2, 'chains2': 3, 'samples': 530, 'samples2': 220}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_3_530_220
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.722000000000005, Max: 25.12, Min: 20.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.722000000000005, Max: 25.12, Min: 20.57
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.722000000000005
Score: 21.722000000000005
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 42
Running with params: {'chains': 1, 'chains2': 2, 'samples': 200, 'samples2': 420}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_200_420
Launching 30 jobs, 30 in parallel
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Not found ::: 
Not found ::: 
Not found ::: 
Timings: Avg: 20.293000000000006, Max: 22.18, Min: 19.330000000000002
Passed tests : 27
Failed tests : 3
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 27 values out of 30
Overall-timings: Avg: 20.293000000000006, Max: 22.18, Min: 19.330000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.293000000000006
Score: 20.293000000000006
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 43
Running with params: {'chains': 4, 'chains2': 3, 'samples': 240, 'samples2': 170}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_3_240_170
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.931333333333335, Max: 24.14, Min: 20.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.931333333333335, Max: 24.14, Min: 20.86
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.931333333333335
Score: 21.931333333333335
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 44
Running with params: {'chains': 3, 'chains2': 2, 'samples': 150, 'samples2': 130}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_2_150_130
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.450666666666667, Max: 21.560000000000002, Min: 19.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.450666666666667, Max: 21.560000000000002, Min: 19.84
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.450666666666667
Score: 20.450666666666667
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 45
Running with params: {'chains': 1, 'chains2': 4, 'samples': 120, 'samples2': 960}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_4_120_960
Launching 30 jobs, 30 in parallel
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Not found ::: 
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Timings: Avg: 27.175333333333334, Max: 31.54, Min: 25.09
Passed tests : 26
Failed tests : 4
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 26 values out of 30
Overall-timings: Avg: 27.175333333333334, Max: 31.54, Min: 25.09
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.175333333333334
Score: 27.175333333333334
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 46
Running with params: {'chains': 2, 'chains2': 1, 'samples': 370, 'samples2': 350}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_1_370_350
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 21.06933333333333, Max: 23.52, Min: 20.28
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 21.06933333333333, Max: 23.52, Min: 20.28
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.06933333333333
Score: 21.06933333333333
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 47
Running with params: {'chains': 4, 'chains2': 2, 'samples': 190, 'samples2': 150}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_4_2_190_150
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 21.31633333333333, Max: 22.659999999999997, Min: 20.62
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 21.31633333333333, Max: 22.659999999999997, Min: 20.62
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.31633333333333
Score: 21.31633333333333
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 48
Running with params: {'chains': 1, 'chains2': 3, 'samples': 290, 'samples2': 310}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_3_290_310
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.014666666666663, Max: 25.110000000000003, Min: 21.009999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.014666666666663, Max: 25.110000000000003, Min: 21.009999999999998
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.014666666666663
Score: 23.014666666666663
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 49
Running with params: {'chains': 3, 'chains2': 4, 'samples': 480, 'samples2': 110}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_3_4_480_110
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 24.655666666666665, Max: 27.880000000000003, Min: 22.67
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 24.655666666666665, Max: 27.880000000000003, Min: 22.67
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.655666666666665
Score: 24.655666666666665
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 50
Running with params: {'chains': 2, 'chains2': 3, 'samples': 400, 'samples2': 190}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_2_3_400_190
Launching 30 jobs, 30 in parallel
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Timings: Avg: 22.921333333333333, Max: 25.299999999999997, Min: 21.560000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 22.921333333333333, Max: 25.299999999999997, Min: 21.560000000000002
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.921333333333333
Score: 22.921333333333333
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Optimization Iteration: 51
Running with params: {'chains': 1, 'chains2': 2, 'samples': 990, 'samples2': 460}
Logdir: /mnt/batch/tasks/workitems/opt2/job-1/Task_bambi/wd/borntobeflaky/tool/logs/optim_1597863041_bambi/run_1597863041/assert_77472517_1_2_990_460
Launching 30 jobs, 30 in parallel
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Not found ::: 
Timings: Avg: 23.789, Max: 26.53, Min: 22.529999999999998
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 23.789, Max: 26.53, Min: 22.529999999999998
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.789
Score: 23.789
Best-score: 13.086666666666666
Best-param: {'chains': 1, 'chains2': 3, 'samples': 330, 'samples2': 220}
Upto iteration 100: {'chains': 0, 'chains2': 2, 'samples': 330.0, 'samples2': 220.0}
Breaking...
{'chains': 0, 'chains2': 2, 'samples': 330.0, 'samples2': 220.0}
Best score: 13.086666666666666
Repeated params: 0
Trials: 52
Best param {'chains': 0, 'chains2': 2, 'samples': 330.0, 'samples2': 220.0}
Reduction: 48.591706058741124%
Speedup: 1.9452114111054513x
Optimizer time: 12449.340875148773
