Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_logistic_regression_x64
Params: param1,77,75,ParamType.ITER,1000
param2,77,81,ParamType.ITER,8000
Assertion: assert_allclose(jnp.mean(samples['coefs'], 0), true_coefs, atol=0.22)
Original runtime: 43.812
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 1000, 'param2': 8000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_1000_8000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.414666666666665, Max: 43.84, Min: 26.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.414666666666665, Max: 43.84, Min: 26.34
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.414666666666665
Score: 31.414666666666665
Best-score: 31.414666666666665
Best-param: {'param1': 1000, 'param2': 8000}
>>Setting original runtime to 31.414666666666665
Optimization Iteration: 1
Running with params: {'param1': 370, 'param2': 5500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_370_5500
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Timings: Avg: 29.017666666666667, Max: 40.82, Min: 24.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.017666666666667, Max: 40.82, Min: 24.8
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.017666666666667
Score: 29.017666666666667
Best-score: 29.017666666666667
Best-param: {'param1': 370, 'param2': 5500}
Optimization Iteration: 2
Running with params: {'param1': 210, 'param2': 6000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_210_6000
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Timings: Avg: 29.341, Max: 41.269999999999996, Min: 24.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.341, Max: 41.269999999999996, Min: 24.95
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.341
Score: 29.341
Best-score: 29.017666666666667
Best-param: {'param1': 370, 'param2': 5500}
Optimization Iteration: 3
Running with params: {'param1': 860, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_860_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.26, Max: 36.86, Min: 22.389999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.26, Max: 36.86, Min: 22.389999999999997
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.26
Score: 26.26
Best-score: 26.26
Best-param: {'param1': 860, 'param2': 300}
Optimization Iteration: 4
Running with params: {'param1': 210, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_210_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.999333333333333, Max: 36.61, Min: 22.229999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.999333333333333, Max: 36.61, Min: 22.229999999999997
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.999333333333333
Score: 25.999333333333333
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 5
Running with params: {'param1': 360, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_360_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.148333333333337, Max: 36.65, Min: 22.310000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.148333333333337, Max: 36.65, Min: 22.310000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.148333333333337
Score: 26.148333333333337
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 6
Running with params: {'param1': 300, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_300_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.22733333333333, Max: 36.82, Min: 22.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.22733333333333, Max: 36.82, Min: 22.59
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.22733333333333
Score: 26.22733333333333
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 7
Running with params: {'param1': 290, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_290_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.158666666666665, Max: 36.64, Min: 22.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.158666666666665, Max: 36.64, Min: 22.39
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.158666666666665
Score: 26.158666666666665
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 8
Running with params: {'param1': 130, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.166000000000004, Max: 36.74, Min: 22.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.166000000000004, Max: 36.74, Min: 22.38
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.166000000000004
Score: 26.166000000000004
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 9
Running with params: {'param1': 520, 'param2': 2300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_520_2300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.26633333333333, Max: 38.08, Min: 23.240000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.26633333333333, Max: 38.08, Min: 23.240000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.26633333333333
Score: 27.26633333333333
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 10
Running with params: {'param1': 600, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_600_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.288666666666664, Max: 36.87, Min: 22.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.288666666666664, Max: 36.87, Min: 22.53
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.288666666666664
Score: 26.288666666666664
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 11
Running with params: {'param1': 570, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_570_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.212333333333337, Max: 36.86, Min: 22.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.212333333333337, Max: 36.86, Min: 22.5
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.212333333333337
Score: 26.212333333333337
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 12
Running with params: {'param1': 520, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_520_800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.38266666666667, Max: 37.120000000000005, Min: 22.650000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.38266666666667, Max: 37.120000000000005, Min: 22.650000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.38266666666667
Score: 26.38266666666667
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 13
Running with params: {'param1': 150, 'param2': 3000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_150_3000
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Timings: Avg: 27.47833333333333, Max: 38.65, Min: 23.540000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 27.47833333333333, Max: 38.65, Min: 23.540000000000003
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.47833333333333
Score: 27.47833333333333
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 14
Running with params: {'param1': 490, 'param2': 2300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_490_2300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.311333333333334, Max: 38.29, Min: 23.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.311333333333334, Max: 38.29, Min: 23.25
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.311333333333334
Score: 27.311333333333334
Best-score: 25.999333333333333
Best-param: {'param1': 210, 'param2': 300}
Optimization Iteration: 15
Running with params: {'param1': 130, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.997333333333337, Max: 36.56, Min: 22.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.997333333333337, Max: 36.56, Min: 22.22
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.997333333333337
Score: 25.997333333333337
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 16
Running with params: {'param1': 330, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_330_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.093999999999994, Max: 36.53, Min: 22.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.093999999999994, Max: 36.53, Min: 22.28
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.093999999999994
Score: 26.093999999999994
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 17
Running with params: {'param1': 630, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_630_800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.43366666666667, Max: 37.15, Min: 22.599999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.43366666666667, Max: 37.15, Min: 22.599999999999998
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.43366666666667
Score: 26.43366666666667
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 18
Running with params: {'param1': 170, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_170_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.08366666666667, Max: 36.52, Min: 22.330000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.08366666666667, Max: 36.52, Min: 22.330000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.08366666666667
Score: 26.08366666666667
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 19
Running with params: {'param1': 110, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_110_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.085666666666665, Max: 36.6, Min: 22.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.085666666666665, Max: 36.6, Min: 22.39
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.085666666666665
Score: 26.085666666666665
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 20
Running with params: {'param1': 520, 'param2': 4200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_520_4200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.21733333333333, Max: 39.77, Min: 24.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.21733333333333, Max: 39.77, Min: 24.15
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.21733333333333
Score: 28.21733333333333
Best-score: 25.997333333333337
Best-param: {'param1': 130, 'param2': 200}
Optimization Iteration: 21
Running with params: {'param1': 220, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_220_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.901000000000003, Max: 36.400000000000006, Min: 22.200000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.901000000000003, Max: 36.400000000000006, Min: 22.200000000000003
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.901000000000003
Score: 25.901000000000003
Best-score: 25.901000000000003
Best-param: {'param1': 220, 'param2': 100}
Optimization Iteration: 22
Running with params: {'param1': 100, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_100_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.777666666666665, Max: 36.22, Min: 22.110000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.777666666666665, Max: 36.22, Min: 22.110000000000003
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.777666666666665
Score: 25.777666666666665
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 23
Running with params: {'param1': 200, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_200_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.88266666666667, Max: 36.21, Min: 22.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.88266666666667, Max: 36.21, Min: 22.09
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.88266666666667
Score: 25.88266666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 24
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 25
Running with params: {'param1': 110, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_110_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.816, Max: 36.4, Min: 22.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.816, Max: 36.4, Min: 22.07
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.816
Score: 25.816
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 26
Running with params: {'param1': 100, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_100_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.863333333333337, Max: 36.24, Min: 21.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.863333333333337, Max: 36.24, Min: 21.98
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.863333333333337
Score: 25.863333333333337
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 27
Running with params: {'param1': 130, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_100
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Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 25.898999999999997, Max: 36.65, Min: 22.15
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.898999999999997
Score: 25.898999999999997
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 28
Running with params: {'param1': 100, 'param2': 200}
Optimization Iteration: 29
Running with params: {'param1': 170, 'param2': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_170_1100
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Timings: Avg: 26.855000000000004, Max: 37.24, Min: 22.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.855000000000004, Max: 37.24, Min: 22.89
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.855000000000004
Score: 26.855000000000004
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 30
Running with params: {'param1': 270, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_270_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.891000000000005, Max: 36.43, Min: 22.240000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.891000000000005, Max: 36.43, Min: 22.240000000000002
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.891000000000005
Score: 25.891000000000005
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 31
Running with params: {'param1': 240, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_240_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.986, Max: 36.45, Min: 22.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.986, Max: 36.45, Min: 22.19
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.986
Score: 25.986
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 32
Running with params: {'param1': 150, 'param2': 1500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_150_1500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.654666666666667, Max: 37.43, Min: 22.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.654666666666667, Max: 37.43, Min: 22.73
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.654666666666667
Score: 26.654666666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 33
Running with params: {'param1': 840, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_840_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.21833333333333, Max: 36.67, Min: 22.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.21833333333333, Max: 36.67, Min: 22.49
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.21833333333333
Score: 26.21833333333333
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 34
Running with params: {'param1': 410, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_410_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.101, Max: 36.6, Min: 22.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.101, Max: 36.6, Min: 22.18
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.101
Score: 26.101
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 35
Running with params: {'param1': 990, 'param2': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_990_1100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.808666666666664, Max: 37.730000000000004, Min: 23.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.808666666666664, Max: 37.730000000000004, Min: 23.04
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.808666666666664
Score: 26.808666666666664
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 36
Running with params: {'param1': 110, 'param2': 6300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_110_6300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.798999999999992, Max: 41.879999999999995, Min: 25.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.798999999999992, Max: 41.879999999999995, Min: 25.29
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.798999999999992
Score: 29.798999999999992
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 37
Running with params: {'param1': 180, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_180_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.047000000000004, Max: 36.400000000000006, Min: 22.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.047000000000004, Max: 36.400000000000006, Min: 22.19
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.047000000000004
Score: 26.047000000000004
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 38
Running with params: {'param1': 150, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_150_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.036666666666672, Max: 36.43, Min: 22.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.036666666666672, Max: 36.43, Min: 22.23
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.036666666666672
Score: 26.036666666666672
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 39
Running with params: {'param1': 120, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_120_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.921333333333337, Max: 36.370000000000005, Min: 22.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.921333333333337, Max: 36.370000000000005, Min: 22.1
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.921333333333337
Score: 25.921333333333337
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 40
Running with params: {'param1': 250, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_250_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.032666666666668, Max: 36.48, Min: 22.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.032666666666668, Max: 36.48, Min: 22.24
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.032666666666668
Score: 26.032666666666668
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 41
Running with params: {'param1': 420, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_420_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.226666666666667, Max: 36.71, Min: 22.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 26.226666666666667, Max: 36.71, Min: 22.42
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (1.7333369499485123e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.226666666666667
Score: 26.226666666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 42
Running with params: {'param1': 730, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_730_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.185333333333336, Max: 36.830000000000005, Min: 22.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.185333333333336, Max: 36.830000000000005, Min: 22.37
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.185333333333336
Score: 26.185333333333336
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 43
Running with params: {'param1': 190, 'param2': 1700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_190_1700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.038999999999998, Max: 37.89, Min: 23.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.038999999999998, Max: 37.89, Min: 23.05
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.038999999999998
Score: 27.038999999999998
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 44
Running with params: {'param1': 130, 'param2': 4500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_4500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.729333333333333, Max: 39.68, Min: 24.200000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.729333333333333, Max: 39.68, Min: 24.200000000000003
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.729333333333333
Score: 28.729333333333333
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 45
Running with params: {'param1': 330, 'param2': 7600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_330_7600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.830333333333336, Max: 41.910000000000004, Min: 25.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.830333333333336, Max: 41.910000000000004, Min: 25.3
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.830333333333336
Score: 29.830333333333336
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 46
Running with params: {'param1': 150, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_150_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.0, Max: 36.339999999999996, Min: 22.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.0, Max: 36.339999999999996, Min: 22.2
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.0
Score: 26.0
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 47
Running with params: {'param1': 230, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_230_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.00166666666667, Max: 36.41, Min: 22.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.00166666666667, Max: 36.41, Min: 22.1
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.00166666666667
Score: 26.00166666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 48
Running with params: {'param1': 280, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_280_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.206666666666667, Max: 36.72, Min: 22.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.206666666666667, Max: 36.72, Min: 22.32
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.206666666666667
Score: 26.206666666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 49
Running with params: {'param1': 120, 'param2': 100}
Optimization Iteration: 50
Running with params: {'param1': 100, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_100_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.993999999999996, Max: 36.43, Min: 22.110000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.993999999999996, Max: 36.43, Min: 22.110000000000003
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.993999999999996
Score: 25.993999999999996
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Upto iteration 50: {'param1': 100.0, 'param2': 100.0}
Optimization Iteration: 51
Running with params: {'param1': 170, 'param2': 3100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_170_3100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.644999999999996, Max: 38.76, Min: 23.529999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.644999999999996, Max: 38.76, Min: 23.529999999999998
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.644999999999996
Score: 27.644999999999996
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 52
Running with params: {'param1': 370, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_370_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.05233333333333, Max: 36.46, Min: 22.150000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.05233333333333, Max: 36.46, Min: 22.150000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.05233333333333
Score: 26.05233333333333
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 53
Running with params: {'param1': 160, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_160_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.142999999999997, Max: 36.63, Min: 22.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.142999999999997, Max: 36.63, Min: 22.25
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.142999999999997
Score: 26.142999999999997
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 54
Running with params: {'param1': 460, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_460_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.11533333333333, Max: 36.64, Min: 22.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.11533333333333, Max: 36.64, Min: 22.28
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.11533333333333
Score: 26.11533333333333
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 55
Running with params: {'param1': 200, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_200_1000
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Timings: Avg: 26.38533333333334, Max: 36.879999999999995, Min: 22.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.38533333333334, Max: 36.879999999999995, Min: 22.57
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.38533333333334
Score: 26.38533333333334
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 56
Running with params: {'param1': 120, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_120_300
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Timings: Avg: 25.982999999999997, Max: 36.48, Min: 22.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.982999999999997, Max: 36.48, Min: 22.21
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.982999999999997
Score: 25.982999999999997
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 57
Running with params: {'param1': 140, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_140_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.968999999999994, Max: 36.589999999999996, Min: 22.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.968999999999994, Max: 36.589999999999996, Min: 22.25
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.968999999999994
Score: 25.968999999999994
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 58
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 59
Running with params: {'param1': 260, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_260_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.210999999999995, Max: 36.830000000000005, Min: 22.369999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.210999999999995, Max: 36.830000000000005, Min: 22.369999999999997
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.210999999999995
Score: 26.210999999999995
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 60
Running with params: {'param1': 300, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_300_1800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.84466666666667, Max: 37.82, Min: 22.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.84466666666667, Max: 37.82, Min: 22.8
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.84466666666667
Score: 26.84466666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 61
Running with params: {'param1': 210, 'param2': 300}
Optimization Iteration: 62
Running with params: {'param1': 100, 'param2': 200}
Optimization Iteration: 63
Running with params: {'param1': 590, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_590_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.13, Max: 36.68000000000001, Min: 22.279999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.13, Max: 36.68000000000001, Min: 22.279999999999998
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.13
Score: 26.13
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 64
Running with params: {'param1': 140, 'param2': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_140_2400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.221333333333334, Max: 38.1, Min: 23.279999999999998
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: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 65
Running with params: {'param1': 990, 'param2': 1300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_990_1300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.963000000000005, Max: 37.879999999999995, Min: 23.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.963000000000005, Max: 37.879999999999995, Min: 23.11
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.963000000000005
Score: 26.963000000000005
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 66
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 67
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 68
Running with params: {'param1': 140, 'param2': 100}
Optimization Iteration: 69
Running with params: {'param1': 120, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_120_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.993333333333332, Max: 36.5, Min: 22.400000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.993333333333332, Max: 36.5, Min: 22.400000000000002
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.993333333333332
Score: 25.993333333333332
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 70
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 71
Running with params: {'param1': 160, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_160_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.006000000000004, Max: 36.57, Min: 22.21
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: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 72
Running with params: {'param1': 130, 'param2': 200}
Optimization Iteration: 73
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 74
Running with params: {'param1': 190, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_190_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.24633333333334, Max: 36.92, Min: 22.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.24633333333334, Max: 36.92, Min: 22.32
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.24633333333334
Score: 26.24633333333334
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 75
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 76
Running with params: {'param1': 120, 'param2': 200}
Optimization Iteration: 77
Running with params: {'param1': 160, 'param2': 100}
Optimization Iteration: 78
Running with params: {'param1': 740, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_740_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.178666666666665, Max: 36.8, Min: 22.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.178666666666665, Max: 36.8, Min: 22.38
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.178666666666665
Score: 26.178666666666665
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 79
Running with params: {'param1': 100, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_100_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.87066666666667, Max: 36.25, Min: 22.080000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.87066666666667, Max: 36.25, Min: 22.080000000000002
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.87066666666667
Score: 25.87066666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 80
Running with params: {'param1': 140, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_140_200
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Timings: Avg: 26.006999999999998, Max: 36.510000000000005, Min: 22.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 26.006999999999998, Max: 36.510000000000005, Min: 22.24
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.006999999999998
Score: 26.006999999999998
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 81
Running with params: {'param1': 340, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_340_100
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Timings: Avg: 26.014666666666667, Max: 36.45, Min: 22.110000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 26.014666666666667, Max: 36.45, Min: 22.110000000000003
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.014666666666667
Score: 26.014666666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 82
Running with params: {'param1': 180, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_180_500
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Timings: Avg: 26.210333333333335, Max: 36.72, Min: 22.360000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 26.210333333333335, Max: 36.72, Min: 22.360000000000003
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.210333333333335
Score: 26.210333333333335
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 83
Running with params: {'param1': 220, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_220_200
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Timings: Avg: 26.006333333333334, Max: 36.410000000000004, Min: 22.229999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.006333333333334, Max: 36.410000000000004, Min: 22.229999999999997
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.006333333333334
Score: 26.006333333333334
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 84
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 85
Running with params: {'param1': 130, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.178000000000004, Max: 36.36000000000001, Min: 22.400000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.178000000000004, Max: 36.36000000000001, Min: 22.400000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.178000000000004
Score: 26.178000000000004
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 86
Running with params: {'param1': 660, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_660_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.449, Max: 36.910000000000004, Min: 22.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.449, Max: 36.910000000000004, Min: 22.41
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.449
Score: 26.449
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 87
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 88
Running with params: {'param1': 390, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_390_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.362999999999996, Max: 36.94, Min: 22.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.362999999999996, Max: 36.94, Min: 22.51
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.362999999999996
Score: 26.362999999999996
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 89
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 90
Running with params: {'param1': 240, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_240_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.934666666666672, Max: 36.5, Min: 22.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.934666666666672, Max: 36.5, Min: 22.21
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.934666666666672
Score: 25.934666666666672
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 91
Running with params: {'param1': 120, 'param2': 300}
Optimization Iteration: 92
Running with params: {'param1': 150, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_150_800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.220000000000002, Max: 36.800000000000004, Min: 22.400000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.220000000000002, Max: 36.800000000000004, Min: 22.400000000000002
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.220000000000002
Score: 26.220000000000002
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 93
Running with params: {'param1': 450, 'param2': 3300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_450_3300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.837333333333333, Max: 38.949999999999996, Min: 23.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.837333333333333, Max: 38.949999999999996, Min: 23.75
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.837333333333333
Score: 27.837333333333333
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 94
Running with params: {'param1': 110, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_110_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.913000000000004, Max: 36.32, Min: 22.080000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.913000000000004, Max: 36.32, Min: 22.080000000000002
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.913000000000004
Score: 25.913000000000004
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 95
Running with params: {'param1': 540, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_540_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.33066666666667, Max: 36.900000000000006, Min: 22.470000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.33066666666667, Max: 36.900000000000006, Min: 22.470000000000002
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.33066666666667
Score: 26.33066666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 96
Running with params: {'param1': 200, 'param2': 100}
Optimization Iteration: 97
Running with params: {'param1': 130, 'param2': 5300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_130_5300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.53366666666667, Max: 40.23, Min: 24.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.53366666666667, Max: 40.23, Min: 24.44
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.53366666666667
Score: 28.53366666666667
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 98
Running with params: {'param1': 170, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_170_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 26.148999999999997, Max: 36.599999999999994, Min: 22.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.148999999999997, Max: 36.599999999999994, Min: 22.28
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.148999999999997
Score: 26.148999999999997
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 99
Running with params: {'param1': 140, 'param2': 100}
Optimization Iteration: 100
Running with params: {'param1': 160, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597627850/assert_73514383_160_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 25.951333333333334, Max: 36.4, Min: 22.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.951333333333334, Max: 36.4, Min: 22.12
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Variance (6.933347799794049e-33) too small, using delta distribution
Variance (3.0814879110195774e-33) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.951333333333334
Score: 25.951333333333334
Best-score: 25.777666666666665
Best-param: {'param1': 100, 'param2': 100}
Upto iteration 100: {'param1': 100.0, 'param2': 100.0}
Breaking...
{'param1': 100.0, 'param2': 100.0}
Best score: 25.777666666666665
Repeated params: 21
Trials: 101
Best param {'param1': 100.0, 'param2': 100.0}
Reduction: 17.943847884215444%
Speedup: 1.2186776667140806x
Optimizer time: 5155.285097360611
