Repo: pymc3
Filename: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/projects/pymc3/pymc3/tests/test_smc.py
ClassName: TestSMCABC
Testname: test_one_gaussian
Params: draws,113,40,ParamType.ITER,2000
n_steps,113,81,ParamType.ITER,25
Assertion: np.testing.assert_almost_equal(self.data.mean(), trace[a].mean(), decimal=1)
Original runtime: 59.183
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'draws': 2000, 'n_steps': 25}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_2000_25
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Timings: Avg: 57.181, Max: 67.61999999999999, Min: 48.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 57.181, Max: 67.61999999999999, Min: 48.44
Variance (4.81482486096809e-35) 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: 57.181
Score: 57.181
Best-score: 57.181
Best-param: {'draws': 2000, 'n_steps': 25}
>>Setting original runtime to 57.181
Optimization Iteration: 1
Running with params: {'draws': 1200, 'n_steps': 90}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1200_90
Launching 30 jobs, 30 in parallel
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Timings: Avg: 60.10933333333333, Max: 71.53, Min: 52.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 60.10933333333333, Max: 71.53, Min: 52.38
Variance (1.925929944387236e-34) 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: 60.10933333333333
Score: 60.10933333333333
Best-score: 57.181
Best-param: {'draws': 2000, 'n_steps': 25}
Optimization Iteration: 2
Running with params: {'draws': 700, 'n_steps': 110}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_700_110
Launching 30 jobs, 30 in parallel
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Timings: Avg: 47.08433333333333, Max: 56.5, Min: 42.739999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 47.08433333333333, Max: 56.5, Min: 42.739999999999995
Variance (1.692711865184094e-36) 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: 47.08433333333333
Score: 47.08433333333333
Best-score: 47.08433333333333
Best-param: {'draws': 700, 'n_steps': 110}
Optimization Iteration: 3
Running with params: {'draws': 200, 'n_steps': 570}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_570
Launching 30 jobs, 30 in parallel
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Timings: Avg: 51.42799999999999, Max: 59.36000000000001, Min: 44.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 51.42799999999999, Max: 59.36000000000001, Min: 44.12
Variance (1.2037062152420224e-35) 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: 51.42799999999999
Score: 51.42799999999999
Best-score: 47.08433333333333
Best-param: {'draws': 700, 'n_steps': 110}
Optimization Iteration: 4
Running with params: {'draws': 600, 'n_steps': 310}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_600_310
Launching 30 jobs, 30 in parallel
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Timings: Avg: 75.04033333333334, Max: 85.69, Min: 60.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 75.04033333333334, Max: 85.69, Min: 60.33
Variance (1.925929944387236e-34) 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: 75.04033333333334
Score: 75.04033333333334
Best-score: 47.08433333333333
Best-param: {'draws': 700, 'n_steps': 110}
Optimization Iteration: 5
Running with params: {'draws': 300, 'n_steps': 110}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_110
Launching 30 jobs, 30 in parallel
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Timings: Avg: 33.25833333333333, Max: 37.43, Min: 31.150000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.25833333333333, Max: 37.43, Min: 31.150000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.25833333333333
Score: 33.25833333333333
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 6
Running with params: {'draws': 4600, 'n_steps': 100}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_4600_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 210.79333333333335, Max: 226.53, Min: 177.69
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 210.79333333333335, Max: 226.53, Min: 177.69
Variance (4.81482486096809e-35) 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: 210.79333333333335
Score: 210.79333333333335
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 7
Running with params: {'draws': 800, 'n_steps': 100}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_800_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 46.861666666666665, Max: 54.629999999999995, Min: 41.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 46.861666666666665, Max: 54.629999999999995, Min: 41.91
Variance (1.925929944387236e-34) 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: 46.861666666666665
Score: 46.861666666666665
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 8
Running with params: {'draws': 3300, 'n_steps': 400}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_3300_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 453.463, Max: 467.03, Min: 416.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 453.463, Max: 467.03, Min: 416.55
Variance (4.333342374871281e-34) 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: 453.463
Score: 453.463
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 9
Running with params: {'draws': 2200, 'n_steps': 70}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_2200_70
Launching 30 jobs, 30 in parallel
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Timings: Avg: 85.62733333333331, Max: 99.12, Min: 66.81
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 85.62733333333331, Max: 99.12, Min: 66.81
Variance (3.009265538105056e-36) 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: 85.62733333333331
Score: 85.62733333333331
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 10
Running with params: {'draws': 200, 'n_steps': 1410}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_1410
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.74499999999998, Max: 109.21000000000001, Min: 71.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 90.74499999999998, Max: 109.21000000000001, Min: 71.88
Variance (4.81482486096809e-35) 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: 90.74499999999998
Score: 90.74499999999998
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 11
Running with params: {'draws': 1100, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1100_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.12566666666666, Max: 45.6, Min: 36.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 41.12566666666666, Max: 45.6, Min: 36.07
Variance (1.7333369499485123e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 41.12566666666666
Score: 41.12566666666666
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 12
Running with params: {'draws': 3100, 'n_steps': 630}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_3100_630
Launching 30 jobs, 30 in parallel
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Timings: Avg: 639.9069999999999, Max: 650.21, Min: 620.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 639.9069999999999, Max: 650.21, Min: 620.31
Variance (4.81482486096809e-35) 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: 639.9069999999999
Score: 639.9069999999999
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 13
Running with params: {'draws': 600, 'n_steps': 60}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_600_60
Launching 30 jobs, 30 in parallel
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Timings: Avg: 35.22366666666667, Max: 39.83, Min: 32.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.22366666666667, Max: 39.83, Min: 32.98
Variance (4.81482486096809e-35) 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: 35.22366666666667
Score: 35.22366666666667
Best-score: 33.25833333333333
Best-param: {'draws': 300, 'n_steps': 110}
Optimization Iteration: 14
Running with params: {'draws': 100, 'n_steps': 40}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_40
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Timings: Avg: 25.657666666666668, Max: 26.13, Min: 25.330000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.657666666666668, Max: 26.13, Min: 25.330000000000002
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: 25.657666666666668
Score: 25.657666666666668
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 15
Running with params: {'draws': 300, 'n_steps': 590}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_590
Launching 30 jobs, 30 in parallel
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Timings: Avg: 70.62466666666666, Max: 80.67, Min: 56.309999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 70.62466666666666, Max: 80.67, Min: 56.309999999999995
Variance (4.81482486096809e-35) 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: 70.62466666666666
Score: 70.62466666666666
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 16
Running with params: {'draws': 4500, 'n_steps': 1570}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_4500_1570
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Timings: Avg: 2168.3916666666673, Max: 2267.24, Min: 2057.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2168.3916666666673, Max: 2267.24, Min: 2057.31
Variance (4.81482486096809e-35) 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: 2168.3916666666673
Score: 2168.3916666666673
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Upto iteration 50: {'draws': 100.0, 'n_steps': 40.0}
Optimization Iteration: 17
Running with params: {'draws': 300, 'n_steps': 40}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 29.15066666666667, Max: 30.64, Min: 28.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.15066666666667, Max: 30.64, Min: 28.32
Variance (7.703719777548943e-34) 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: 29.15066666666667
Score: 29.15066666666667
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 18
Running with params: {'draws': 2000, 'n_steps': 1710}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_2000_1710
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1054.896, Max: 1070.99, Min: 977.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 1054.896, Max: 1070.99, Min: 977.86
Variance (1.925929944387236e-34) 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: 1054.896
Score: 1054.896
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 19
Running with params: {'draws': 3100, 'n_steps': 30}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_3100_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 75.45133333333334, Max: 94.49, Min: 63.839999999999996
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 75.45133333333334, Max: 94.49, Min: 63.839999999999996
Variance (1.925929944387236e-34) 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: 75.45133333333334
Score: 75.45133333333334
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 20
Running with params: {'draws': 1000, 'n_steps': 300}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1000_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 105.32300000000001, Max: 124.54, Min: 81.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 105.32300000000001, Max: 124.54, Min: 81.78
Variance (1.925929944387236e-34) 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: 105.32300000000001
Score: 105.32300000000001
Best-score: 25.657666666666668
Best-param: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 21
Running with params: {'draws': 100, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.157333333333337, Max: 26.47, Min: 23.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.157333333333337, Max: 26.47, Min: 23.89
Variance (1.925929944387236e-34) 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: 25.157333333333337
Score: 25.157333333333337
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 22
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 23
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 24
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 25
Running with params: {'draws': 200, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.167000000000005, Max: 27.0, Min: 24.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.167000000000005, Max: 27.0, Min: 24.51
Variance (1.7333369499485123e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.167000000000005
Score: 26.167000000000005
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 26
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 27
Running with params: {'draws': 400, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_400_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 29.36666666666667, Max: 30.97, Min: 28.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.36666666666667, Max: 30.97, Min: 28.57
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: 29.36666666666667
Score: 29.36666666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 28
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 29
Running with params: {'draws': 200, 'n_steps': 210}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_210
Launching 30 jobs, 30 in parallel
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Timings: Avg: 33.834666666666664, Max: 37.82, Min: 32.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.834666666666664, Max: 37.82, Min: 32.06
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.834666666666664
Score: 33.834666666666664
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 30
Running with params: {'draws': 100, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.446333333333335, Max: 25.65, Min: 25.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.446333333333335, Max: 25.65, Min: 25.15
Variance (4.81482486096809e-35) 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: 25.446333333333335
Score: 25.446333333333335
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 31
Running with params: {'draws': 400, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_400_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 29.032999999999998, Max: 30.910000000000004, Min: 27.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.032999999999998, Max: 30.910000000000004, Min: 27.86
Variance (7.703719777548943e-34) 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: 29.032999999999998
Score: 29.032999999999998
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 32
Running with params: {'draws': 200, 'n_steps': 160}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_160
Launching 30 jobs, 30 in parallel
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Timings: Avg: 33.60333333333333, Max: 36.73, Min: 30.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.60333333333333, Max: 36.73, Min: 30.97
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.60333333333333
Score: 33.60333333333333
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 33
Running with params: {'draws': 100, 'n_steps': 30}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 25.17333333333334, Max: 26.15, Min: 24.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.17333333333334, Max: 26.15, Min: 24.01
Variance (7.703719777548943e-34) 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: 25.17333333333334
Score: 25.17333333333334
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 34
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 35
Running with params: {'draws': 200, 'n_steps': 60}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_60
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.27266666666667, Max: 30.060000000000002, Min: 27.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.27266666666667, Max: 30.060000000000002, Min: 27.38
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: 28.27266666666667
Score: 28.27266666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 36
Running with params: {'draws': 1400, 'n_steps': 30}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1400_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 49.905333333333346, Max: 56.58, Min: 43.209999999999994
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 49.905333333333346, Max: 56.58, Min: 43.209999999999994
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: 49.905333333333346
Score: 49.905333333333346
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 37
Running with params: {'draws': 400, 'n_steps': 20}
Optimization Iteration: 38
Running with params: {'draws': 100, 'n_steps': 150}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_150
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.94266666666667, Max: 28.84, Min: 26.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.94266666666667, Max: 28.84, Min: 26.54
Variance (1.925929944387236e-34) 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: 27.94266666666667
Score: 27.94266666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 39
Running with params: {'draws': 300, 'n_steps': 930}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_930
Launching 30 jobs, 30 in parallel
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Timings: Avg: 98.24566666666666, Max: 111.38000000000001, Min: 72.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 98.24566666666666, Max: 111.38000000000001, Min: 72.89
Variance (7.703719777548943e-34) 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: 98.24566666666666
Score: 98.24566666666666
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 40
Running with params: {'draws': 600, 'n_steps': 80}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_600_80
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Timings: Avg: 40.458, Max: 47.160000000000004, Min: 35.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 40.458, Max: 47.160000000000004, Min: 35.71
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 40.458
Score: 40.458
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 41
Running with params: {'draws': 200, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.483333333333334, Max: 27.69, Min: 25.130000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.483333333333334, Max: 27.69, Min: 25.130000000000003
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: 26.483333333333334
Score: 26.483333333333334
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 42
Running with params: {'draws': 800, 'n_steps': 40}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_800_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 38.833666666666666, Max: 46.03, Min: 35.480000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.833666666666666, Max: 46.03, Min: 35.480000000000004
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: 38.833666666666666
Score: 38.833666666666666
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 43
Running with params: {'draws': 100, 'n_steps': 20}
Optimization Iteration: 44
Running with params: {'draws': 1600, 'n_steps': 50}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1600_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 61.962666666666664, Max: 69.67, Min: 50.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 61.962666666666664, Max: 69.67, Min: 50.98
Variance (4.81482486096809e-35) 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: 61.962666666666664
Score: 61.962666666666664
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Upto iteration 100: {'draws': 100.0, 'n_steps': 10.0}
Optimization Iteration: 45
Running with params: {'draws': 500, 'n_steps': 120}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_500_120
Launching 30 jobs, 30 in parallel
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Timings: Avg: 41.86300000000001, Max: 48.43, Min: 38.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 41.86300000000001, Max: 48.43, Min: 38.67
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 41.86300000000001
Score: 41.86300000000001
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 46
Running with params: {'draws': 300, 'n_steps': 1150}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_1150
Launching 30 jobs, 30 in parallel
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Timings: Avg: 112.63333333333331, Max: 129.66, Min: 90.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 112.63333333333331, Max: 129.66, Min: 90.21
Variance (1.925929944387236e-34) 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: 112.63333333333331
Score: 112.63333333333331
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 47
Running with params: {'draws': 200, 'n_steps': 10}
Optimization Iteration: 48
Running with params: {'draws': 100, 'n_steps': 190}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_190
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.655333333333328, Max: 30.7, Min: 27.75
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 49
Running with params: {'draws': 100, 'n_steps': 390}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_390
Launching 30 jobs, 30 in parallel
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Timings: Avg: 33.18933333333333, Max: 36.87, Min: 31.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.18933333333333, Max: 36.87, Min: 31.65
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.18933333333333
Score: 33.18933333333333
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 50
Running with params: {'draws': 200, 'n_steps': 30}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.375666666666664, Max: 28.43, Min: 26.119999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.375666666666664, Max: 28.43, Min: 26.119999999999997
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: 27.375666666666664
Score: 27.375666666666664
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 51
Running with params: {'draws': 500, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_500_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 30.40766666666667, Max: 31.880000000000003, Min: 29.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.40766666666667, Max: 31.880000000000003, Min: 29.03
Variance (4.81482486096809e-35) 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: 30.40766666666667
Score: 30.40766666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 52
Running with params: {'draws': 900, 'n_steps': 820}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_900_820
Launching 30 jobs, 30 in parallel
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Timings: Avg: 234.87366666666665, Max: 253.91, Min: 201.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 234.87366666666665, Max: 253.91, Min: 201.58
Variance (1.925929944387236e-34) 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: 234.87366666666665
Score: 234.87366666666665
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 53
Running with params: {'draws': 100, 'n_steps': 80}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_80
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.829000000000004, Max: 28.02, Min: 26.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.829000000000004, Max: 28.02, Min: 26.37
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.829000000000004
Score: 26.829000000000004
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 54
Running with params: {'draws': 2000, 'n_steps': 260}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_2000_260
Launching 30 jobs, 30 in parallel
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Timings: Avg: 182.91400000000002, Max: 205.20000000000002, Min: 127.96000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 182.91400000000002, Max: 205.20000000000002, Min: 127.96000000000001
Variance (4.81482486096809e-35) 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: 182.91400000000002
Score: 182.91400000000002
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 55
Running with params: {'draws': 2500, 'n_steps': 50}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_2500_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 87.037, Max: 99.28, Min: 68.05999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 87.037, Max: 99.28, Min: 68.05999999999999
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: 87.037
Score: 87.037
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 56
Running with params: {'draws': 200, 'n_steps': 10}
Optimization Iteration: 57
Running with params: {'draws': 300, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.259999999999998, Max: 29.349999999999998, Min: 27.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.259999999999998, Max: 29.349999999999998, Min: 27.68
Variance (1.7333369499485123e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.259999999999998
Score: 28.259999999999998
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 58
Running with params: {'draws': 4800, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_4800_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.89833333333335, Max: 102.91, Min: 69.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 90.89833333333335, Max: 102.91, Min: 69.27
Variance (1.925929944387236e-34) 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: 90.89833333333335
Score: 90.89833333333335
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 59
Running with params: {'draws': 3700, 'n_steps': 120}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_3700_120
Launching 30 jobs, 30 in parallel
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Timings: Avg: 196.78433333333334, Max: 207.60000000000002, Min: 164.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 196.78433333333334, Max: 207.60000000000002, Min: 164.16
Variance (1.925929944387236e-34) 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: 196.78433333333334
Score: 196.78433333333334
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 60
Running with params: {'draws': 100, 'n_steps': 450}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_450
Launching 30 jobs, 30 in parallel
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Timings: Avg: 35.234, Max: 38.769999999999996, Min: 31.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.234, Max: 38.769999999999996, Min: 31.55
Variance (7.703719777548943e-34) 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: 35.234
Score: 35.234
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 61
Running with params: {'draws': 1200, 'n_steps': 20}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_1200_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 42.172333333333334, Max: 47.989999999999995, Min: 38.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 42.172333333333334, Max: 47.989999999999995, Min: 38.6
Variance (4.81482486096809e-35) 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: 42.172333333333334
Score: 42.172333333333334
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 62
Running with params: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 63
Running with params: {'draws': 300, 'n_steps': 30}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.587666666666667, Max: 30.47, Min: 27.450000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.587666666666667, Max: 30.47, Min: 27.450000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.587666666666667
Score: 28.587666666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 64
Running with params: {'draws': 500, 'n_steps': 10}
Optimization Iteration: 65
Running with params: {'draws': 100, 'n_steps': 60}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_100_60
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.470333333333333, Max: 27.73, Min: 25.12
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 66
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 67
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 68
Running with params: {'draws': 200, 'n_steps': 10}
Optimization Iteration: 69
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Optimization Iteration: 70
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Optimization Iteration: 71
Running with params: {'draws': 100, 'n_steps': 20}
Optimization Iteration: 72
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Optimization Iteration: 73
Running with params: {'draws': 200, 'n_steps': 20}
Optimization Iteration: 74
Running with params: {'draws': 100, 'n_steps': 30}
Optimization Iteration: 75
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 76
Running with params: {'draws': 400, 'n_steps': 10}
Optimization Iteration: 77
Running with params: {'draws': 200, 'n_steps': 50}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.68666666666667, Max: 30.34, Min: 27.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.68666666666667, Max: 30.34, Min: 27.79
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.68666666666667
Score: 28.68666666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 78
Running with params: {'draws': 100, 'n_steps': 40}
Optimization Iteration: 79
Running with params: {'draws': 100, 'n_steps': 20}
Optimization Iteration: 80
Running with params: {'draws': 300, 'n_steps': 10}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_300_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.83066666666667, Max: 28.78, Min: 27.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.83066666666667, Max: 28.78, Min: 27.29
Variance (4.81482486096809e-35) 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: 27.83066666666667
Score: 27.83066666666667
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 81
Running with params: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 82
Running with params: {'draws': 700, 'n_steps': 90}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_700_90
Launching 30 jobs, 30 in parallel
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Timings: Avg: 46.981, Max: 53.95, Min: 40.989999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 46.981, Max: 53.95, Min: 40.989999999999995
Variance (1.7333369499485123e-33) 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: 46.981
Score: 46.981
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Optimization Iteration: 83
Running with params: {'draws': 200, 'n_steps': 30}
Optimization Iteration: 84
Running with params: {'draws': 100, 'n_steps': 20}
Optimization Iteration: 85
Running with params: {'draws': 200, 'n_steps': 1990}
Logdir: /mnt/batch/tasks/workitems/optpymc3seed/job-1/Task_pymc3/wd/borntobeflaky/tool/logs/optim_1597945912_pymc3/run_1597997501/assert_43903777_200_1990
Launching 30 jobs, 30 in parallel
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Timings: Avg: 123.80633333333336, Max: 143.92, Min: 91.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 123.80633333333336, Max: 143.92, Min: 91.52
Variance (3.009265538105056e-36) 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: 123.80633333333336
Score: 123.80633333333336
Best-score: 25.157333333333337
Best-param: {'draws': 100, 'n_steps': 10}
Upto iteration 150: {'draws': 100.0, 'n_steps': 10.0}
Breaking...
{'draws': 100.0, 'n_steps': 10.0}
Best score: 25.157333333333337
Repeated params: 28
Trials: 86
Best param {'draws': 100.0, 'n_steps': 10.0}
Reduction: 56.00403397398902%
Speedup: 2.2729356582573663x
Optimizer time: 20097.09673190117
