Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_reuse_mcmc_run
Params: param1,537,24,ParamType.ITER,300
param2,537,29,ParamType.ITER,500
Assertion: assert_allclose(mcmc.get_samples()['mu'].mean(), -3., atol=0.1)
Original runtime: 53.28
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 300, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_300_500
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Timings: Avg: 38.56066666666666, Max: 55.03, Min: 32.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.56066666666666, Max: 55.03, Min: 32.13
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 4.1592035593396304e-08
All-Passed: True
Probabilty of failure: 4.1592035593396304e-08
Runtime: 38.56066666666666
Score: 38.56066666666666
Best-score: 38.56066666666666
Best-param: {'param1': 300, 'param2': 500}
>>Setting original runtime to 38.56066666666666
Optimization Iteration: 1
Running with params: {'param1': 170, 'param2': 390}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_170_390
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Timings: Avg: 35.73300000000001, Max: 51.24, Min: 29.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.73300000000001, Max: 51.24, Min: 29.82
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.73300000000001
Score: 35.73300000000001
Best-score: 35.73300000000001
Best-param: {'param1': 170, 'param2': 390}
Optimization Iteration: 2
Running with params: {'param1': 150, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_140
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Timings: Avg: 32.605333333333334, Max: 46.760000000000005, Min: 27.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.605333333333334, Max: 46.760000000000005, Min: 27.25
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.605333333333334
Score: 32.605333333333334
Best-score: 32.605333333333334
Best-param: {'param1': 150, 'param2': 140}
Optimization Iteration: 3
Running with params: {'param1': 110, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.52033333333333, Max: 45.25, Min: 26.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.52033333333333, Max: 45.25, Min: 26.28
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.52033333333333
Score: 31.52033333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 4
Running with params: {'param1': 160, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_160
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Timings: Avg: 32.669666666666664, Max: 46.839999999999996, Min: 27.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.669666666666664, Max: 46.839999999999996, Min: 27.18
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: laplace
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.669666666666664
Score: 32.669666666666664
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 5
Running with params: {'param1': 220, 'param2': 260}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_220_260
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.75699999999999, Max: 49.68, Min: 29.049999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.75699999999999, Max: 49.68, Min: 29.049999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.75699999999999
Score: 34.75699999999999
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 6
Running with params: {'param1': 290, 'param2': 380}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_290_380
Launching 30 jobs, 15 in parallel
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Timings: Avg: 37.06399999999999, Max: 52.93, Min: 31.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 37.06399999999999, Max: 52.93, Min: 31.11
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 4.440892098500626e-16
All-Passed: True
Probabilty of failure: 4.440892098500626e-16
Runtime: 37.06399999999999
Score: 37.06399999999999
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 7
Running with params: {'param1': 100, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_230
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.98733333333333, Max: 47.49, Min: 27.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.98733333333333, Max: 47.49, Min: 27.7
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.98733333333333
Score: 32.98733333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 8
Running with params: {'param1': 180, 'param2': 340}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_180_340
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.30533333333334, Max: 50.26, Min: 29.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.30533333333334, Max: 50.26, Min: 29.41
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.30533333333334
Score: 35.30533333333334
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 9
Running with params: {'param1': 140, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.889000000000003, Max: 45.78, Min: 26.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.889000000000003, Max: 45.78, Min: 26.64
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.889000000000003
Score: 31.889000000000003
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 10
Running with params: {'param1': 130, 'param2': 280}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_280
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.94033333333333, Max: 48.44, Min: 28.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.94033333333333, Max: 48.44, Min: 28.39
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.94033333333333
Score: 33.94033333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 11
Running with params: {'param1': 240, 'param2': 490}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_240_490
Launching 30 jobs, 15 in parallel
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Timings: Avg: 38.43266666666667, Max: 54.42, Min: 32.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.43266666666667, Max: 54.42, Min: 32.22
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: laplace
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 38.43266666666667
Score: 38.43266666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 12
Running with params: {'param1': 220, 'param2': 370}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_220_370
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.116, Max: 51.67, Min: 30.150000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.116, Max: 51.67, Min: 30.150000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.116
Score: 36.116
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 13
Running with params: {'param1': 260, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_260_210
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.76166666666666, Max: 49.84, Min: 29.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.76166666666666, Max: 49.84, Min: 29.04
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: pareto
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 2.4198532067032374e-11
All-Passed: True
Probabilty of failure: 2.4198532067032374e-11
Runtime: 34.76166666666666
Score: 34.76166666666666
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 14
Running with params: {'param1': 270, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_270_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.821333333333335, Max: 48.43, Min: 28.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.821333333333335, Max: 48.43, Min: 28.36
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.821333333333335
Score: 33.821333333333335
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 15
Running with params: {'param1': 230, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_230_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.502, Max: 47.86000000000001, Min: 28.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.502, Max: 47.86000000000001, Min: 28.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.502
Score: 33.502
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 16
Running with params: {'param1': 200, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_200_150
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Timings: Avg: 33.364333333333335, Max: 47.68, Min: 27.869999999999997
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 33.364333333333335, Max: 47.68, Min: 27.869999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.364333333333335
Score: 33.364333333333335
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 17
Running with params: {'param1': 120, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_190
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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: 32.927, Max: 47.17, Min: 27.509999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.927
Score: 32.927
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 18
Running with params: {'param1': 100, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_130
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.01566666666666, Max: 45.78, Min: 26.73
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.01566666666666
Score: 32.01566666666666
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 19
Running with params: {'param1': 120, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_230
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Timings: Avg: 33.27333333333334, Max: 47.7, Min: 27.84
Passed tests : 30
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 33.27333333333334, Max: 47.7, Min: 27.84
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.27333333333334
Score: 33.27333333333334
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 20
Running with params: {'param1': 110, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_190
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Timings: Avg: 32.733, Max: 46.8, Min: 27.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.733, Max: 46.8, Min: 27.37
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.733
Score: 32.733
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 21
Running with params: {'param1': 140, 'param2': 100}
Optimization Iteration: 22
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 23
Running with params: {'param1': 110, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.62333333333333, Max: 45.28, Min: 26.41
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: 31.62333333333333, Max: 45.28, Min: 26.41
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.62333333333333
Score: 31.62333333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 24
Running with params: {'param1': 110, 'param2': 110}
Optimization Iteration: 25
Running with params: {'param1': 120, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.43766666666667, Max: 46.51, Min: 27.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.43766666666667, Max: 46.51, Min: 27.1
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.43766666666667
Score: 32.43766666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 26
Running with params: {'param1': 100, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.68633333333333, Max: 45.57, Min: 26.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.68633333333333, Max: 45.57, Min: 26.38
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.68633333333333
Score: 31.68633333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 27
Running with params: {'param1': 130, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_180
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.85166666666667, Max: 46.95, Min: 27.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.85166666666667, Max: 46.95, Min: 27.51
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.85166666666667
Score: 32.85166666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 28
Running with params: {'param1': 190, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_190_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.580999999999996, Max: 46.73, Min: 27.259999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.580999999999996, Max: 46.73, Min: 27.259999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: halfcauchy
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 4.1757481028525945e-08
All-Passed: True
Probabilty of failure: 4.1757481028525945e-08
Runtime: 32.580999999999996
Score: 32.580999999999996
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 29
Running with params: {'param1': 160, 'param2': 440}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_440
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.322, Max: 51.71, Min: 30.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.322, Max: 51.71, Min: 30.41
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.322
Score: 36.322
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 30
Running with params: {'param1': 110, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.891, Max: 45.78, Min: 26.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.891, Max: 45.78, Min: 26.62
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.891
Score: 31.891
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 31
Running with params: {'param1': 140, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_140
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.36466666666667, Max: 46.4, Min: 26.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.36466666666667, Max: 46.4, Min: 26.97
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.36466666666667
Score: 32.36466666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 32
Running with params: {'param1': 170, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_170_170
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.96933333333333, Max: 47.480000000000004, Min: 28.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.96933333333333, Max: 47.480000000000004, Min: 28.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.96933333333333
Score: 33.96933333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 33
Running with params: {'param1': 150, 'param2': 140}
Optimization Iteration: 34
Running with params: {'param1': 130, 'param2': 260}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_260
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.801, Max: 48.379999999999995, Min: 28.279999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.801, Max: 48.379999999999995, Min: 28.279999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.801
Score: 33.801
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 35
Running with params: {'param1': 100, 'param2': 320}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_320
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.20966666666667, Max: 48.99, Min: 28.66
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: 34.20966666666667, Max: 48.99, Min: 28.66
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.20966666666667
Score: 34.20966666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 36
Running with params: {'param1': 160, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_120
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.510999999999996, Max: 46.58, Min: 27.21
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.510999999999996
Score: 32.510999999999996
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 37
Running with params: {'param1': 120, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_150
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.37533333333333, Max: 46.519999999999996, Min: 27.07
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.37533333333333
Score: 32.37533333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 38
Running with params: {'param1': 150, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_210
Launching 30 jobs, 15 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.45366666666667, Max: 47.82, Min: 27.96
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.45366666666667
Score: 33.45366666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 39
Running with params: {'param1': 110, 'param2': 110}
Optimization Iteration: 40
Running with params: {'param1': 100, 'param2': 290}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_290
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.827, Max: 48.53, Min: 28.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.827, Max: 48.53, Min: 28.23
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.827
Score: 33.827
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 41
Running with params: {'param1': 180, 'param2': 430}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_180_430
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.33533333333334, Max: 51.92, Min: 30.299999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.33533333333334, Max: 51.92, Min: 30.299999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 1.1102230246251565e-16
All-Passed: True
Probabilty of failure: 1.1102230246251565e-16
Runtime: 36.33533333333334
Score: 36.33533333333334
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 42
Running with params: {'param1': 130, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.114666666666665, Max: 46.0, Min: 26.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.114666666666665, Max: 46.0, Min: 26.85
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.114666666666665
Score: 32.114666666666665
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 43
Running with params: {'param1': 300, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_300_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.793000000000006, Max: 48.36, Min: 28.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.793000000000006, Max: 48.36, Min: 28.14
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 4.220470750659899e-08
All-Passed: True
Probabilty of failure: 4.220470750659899e-08
Runtime: 33.793000000000006
Score: 33.793000000000006
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 44
Running with params: {'param1': 200, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_200_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.459666666666664, Max: 47.92, Min: 27.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.459666666666664, Max: 47.92, Min: 27.99
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: laplace
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.459666666666664
Score: 33.459666666666664
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 45
Running with params: {'param1': 140, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_210
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.218333333333334, Max: 47.84, Min: 27.790000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.218333333333334, Max: 47.84, Min: 27.790000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.218333333333334
Score: 33.218333333333334
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 46
Running with params: {'param1': 120, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.71633333333333, Max: 45.51, Min: 26.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.71633333333333, Max: 45.51, Min: 26.5
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.71633333333333
Score: 31.71633333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 47
Running with params: {'param1': 170, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_170_240
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.97, Max: 48.53, Min: 28.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.97, Max: 48.53, Min: 28.44
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.97
Score: 33.97
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 48
Running with params: {'param1': 150, 'param2': 350}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_350
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.01266666666666, Max: 50.26, Min: 29.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.01266666666666, Max: 50.26, Min: 29.14
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.01266666666666
Score: 35.01266666666666
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 49
Running with params: {'param1': 100, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_150
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.06433333333334, Max: 45.93, Min: 26.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.06433333333334, Max: 45.93, Min: 26.8
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.06433333333334
Score: 32.06433333333334
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 50
Running with params: {'param1': 270, 'param2': 490}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_270_490
Launching 30 jobs, 15 in parallel
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Timings: Avg: 38.052, Max: 54.19, Min: 31.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.052, Max: 54.19, Min: 31.78
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: laplace
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 38.052
Score: 38.052
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Upto iteration 50: {'param1': 110.0, 'param2': 100.0}
Optimization Iteration: 51
Running with params: {'param1': 210, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_210_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.20066666666667, Max: 47.43, Min: 27.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.20066666666667, Max: 47.43, Min: 27.78
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.20066666666667
Score: 33.20066666666667
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 52
Running with params: {'param1': 110, 'param2': 190}
Optimization Iteration: 53
Running with params: {'param1': 130, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_100
Launching 30 jobs, 15 in parallel
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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: 31.767, Max: 45.54, Min: 26.53
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.767
Score: 31.767
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 54
Running with params: {'param1': 120, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_170
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.56033333333333, Max: 46.550000000000004, Min: 27.21
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.56033333333333
Score: 32.56033333333333
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 55
Running with params: {'param1': 160, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_110
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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: 32.354, Max: 46.37, Min: 27.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.354
Score: 32.354
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 56
Running with params: {'param1': 250, 'param2': 290}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_250_290
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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: 35.49366666666666, Max: 50.62, Min: 29.759999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: beta
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.49366666666666
Score: 35.49366666666666
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 57
Running with params: {'param1': 140, 'param2': 140}
Optimization Iteration: 58
Running with params: {'param1': 100, 'param2': 250}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_250
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Timings: Avg: 34.004, Max: 47.73, Min: 27.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.004, Max: 47.73, Min: 27.87
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.004
Score: 34.004
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 59
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 60
Running with params: {'param1': 230, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_230_200
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Timings: Avg: 34.18999999999999, Max: 48.93, Min: 28.619999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.18999999999999, Max: 48.93, Min: 28.619999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.18999999999999
Score: 34.18999999999999
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 61
Running with params: {'param1': 190, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_190_400
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Timings: Avg: 36.06133333333332, Max: 51.45, Min: 30.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.06133333333332, Max: 51.45, Min: 30.15
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.06133333333332
Score: 36.06133333333332
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 62
Running with params: {'param1': 120, 'param2': 160}
Optimization Iteration: 63
Running with params: {'param1': 110, 'param2': 120}
Optimization Iteration: 64
Running with params: {'param1': 130, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.083333333333336, Max: 45.900000000000006, Min: 26.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.083333333333336, Max: 45.900000000000006, Min: 26.78
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.083333333333336
Score: 32.083333333333336
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 65
Running with params: {'param1': 100, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_180
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.39900000000001, Max: 46.379999999999995, Min: 27.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.39900000000001, Max: 46.379999999999995, Min: 27.13
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.39900000000001
Score: 32.39900000000001
Best-score: 31.52033333333333
Best-param: {'param1': 110, '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': 100, 'param2': 130}
Optimization Iteration: 69
Running with params: {'param1': 140, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.173, Max: 46.09, Min: 26.880000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.173, Max: 46.09, Min: 26.880000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.173
Score: 32.173
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 70
Running with params: {'param1': 120, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.895, Max: 45.75, Min: 26.599999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.895, Max: 45.75, Min: 26.599999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.895
Score: 31.895
Best-score: 31.52033333333333
Best-param: {'param1': 110, 'param2': 100}
Optimization Iteration: 71
Running with params: {'param1': 100, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.264666666666667, Max: 44.900000000000006, Min: 26.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.264666666666667, Max: 44.900000000000006, Min: 26.18
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.264666666666667
Score: 31.264666666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 72
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 73
Running with params: {'param1': 110, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.12966666666667, Max: 45.97, Min: 26.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.12966666666667, Max: 45.97, Min: 26.71
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.12966666666667
Score: 32.12966666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 74
Running with params: {'param1': 130, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_150
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.518, Max: 46.64, Min: 27.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.518, Max: 46.64, Min: 27.11
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.518
Score: 32.518
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 75
Running with params: {'param1': 150, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.06766666666666, Max: 46.07, Min: 26.880000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.06766666666666, Max: 46.07, Min: 26.880000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.06766666666666
Score: 32.06766666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 76
Running with params: {'param1': 120, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_140
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.38133333333334, Max: 46.349999999999994, Min: 27.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.38133333333334, Max: 46.349999999999994, Min: 27.01
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.38133333333334
Score: 32.38133333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 77
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 78
Running with params: {'param1': 180, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_180_120
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.74766666666667, Max: 46.96, Min: 27.45
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: pareto
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 2.8710145372201623e-11
All-Passed: True
Probabilty of failure: 2.8710145372201623e-11
Runtime: 32.74766666666667
Score: 32.74766666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 79
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 80
Running with params: {'param1': 130, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_170
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.74433333333334, Max: 46.78, Min: 27.22
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.74433333333334
Score: 32.74433333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 81
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 82
Running with params: {'param1': 120, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_220
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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: 33.228, Max: 47.45, Min: 27.66
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.228
Score: 33.228
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 83
Running with params: {'param1': 100, 'param2': 310}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_310
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.090333333333334, Max: 48.66, Min: 28.490000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.090333333333334
Score: 34.090333333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 84
Running with params: {'param1': 150, 'param2': 140}
Optimization Iteration: 85
Running with params: {'param1': 100, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_120
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Timings: Avg: 31.730666666666664, Max: 45.49, Min: 26.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.730666666666664, Max: 45.49, Min: 26.38
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.730666666666664
Score: 31.730666666666664
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 86
Running with params: {'param1': 110, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_150
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Timings: Avg: 32.229, Max: 46.24, Min: 26.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.229, Max: 46.24, Min: 26.82
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.229
Score: 32.229
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 87
Running with params: {'param1': 120, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.22333333333333, Max: 46.129999999999995, Min: 26.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.22333333333333, Max: 46.129999999999995, Min: 26.9
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.22333333333333
Score: 32.22333333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 88
Running with params: {'param1': 160, 'param2': 160}
Optimization Iteration: 89
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 90
Running with params: {'param1': 140, 'param2': 100}
Optimization Iteration: 91
Running with params: {'param1': 130, 'param2': 460}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_460
Launching 30 jobs, 15 in parallel
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Timings: Avg: 37.01, Max: 51.7, Min: 30.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 37.01, Max: 51.7, Min: 30.68
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 37.01
Score: 37.01
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 92
Running with params: {'param1': 210, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_210_180
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.745666666666665, Max: 48.29, Min: 28.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.745666666666665, Max: 48.29, Min: 28.18
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.745666666666665
Score: 33.745666666666665
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 93
Running with params: {'param1': 280, 'param2': 270}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_280_270
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.58566666666666, Max: 50.97, Min: 29.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.58566666666666, Max: 50.97, Min: 29.96
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.58566666666666
Score: 35.58566666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 94
Running with params: {'param1': 190, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_190_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.75033333333334, Max: 46.89, Min: 27.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.75033333333334, Max: 46.89, Min: 27.32
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: pareto
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.75033333333334
Score: 32.75033333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 95
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 96
Running with params: {'param1': 120, 'param2': 140}
Optimization Iteration: 97
Running with params: {'param1': 140, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.105, Max: 47.4, Min: 27.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.105, Max: 47.4, Min: 27.68
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.105
Score: 33.105
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 98
Running with params: {'param1': 110, 'param2': 130}
Optimization Iteration: 99
Running with params: {'param1': 130, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.47966666666666, Max: 50.65, Min: 29.759999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.47966666666666, Max: 50.65, Min: 29.759999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.47966666666666
Score: 35.47966666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 100
Running with params: {'param1': 110, 'param2': 100}
Upto iteration 100: {'param1': 100.0, 'param2': 100.0}
Optimization Iteration: 101
Running with params: {'param1': 120, 'param2': 350}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_350
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.751666666666665, Max: 49.800000000000004, Min: 29.009999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.751666666666665, Max: 49.800000000000004, Min: 29.009999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.751666666666665
Score: 34.751666666666665
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 102
Running with params: {'param1': 150, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.86866666666666, Max: 47.01, Min: 27.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.86866666666666, Max: 47.01, Min: 27.33
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.86866666666666
Score: 32.86866666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 103
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 104
Running with params: {'param1': 240, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_240_230
Launching 30 jobs, 15 in parallel
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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: 34.79533333333334, Max: 49.87, Min: 29.1
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: pareto
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.79533333333334
Score: 34.79533333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 105
Running with params: {'param1': 180, 'param2': 120}
Optimization Iteration: 106
Running with params: {'param1': 100, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_170
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Timings: Avg: 32.40133333333334, Max: 46.45, Min: 27.080000000000002
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: 32.40133333333334, Max: 46.45, Min: 27.080000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.40133333333334
Score: 32.40133333333334
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 107
Running with params: {'param1': 100, 'param2': 150}
Optimization Iteration: 108
Running with params: {'param1': 170, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_170_110
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Timings: Avg: 32.55266666666667, Max: 46.79, Min: 27.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.55266666666667, Max: 46.79, Min: 27.13
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.55266666666667
Score: 32.55266666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 109
Running with params: {'param1': 160, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.69633333333333, Max: 46.830000000000005, Min: 27.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.69633333333333, Max: 46.830000000000005, Min: 27.3
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.69633333333333
Score: 32.69633333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 110
Running with params: {'param1': 100, 'param2': 120}
Optimization Iteration: 111
Running with params: {'param1': 110, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_110_140
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Timings: Avg: 32.224, Max: 46.160000000000004, Min: 26.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.224, Max: 46.160000000000004, Min: 26.91
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.224
Score: 32.224
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 112
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 113
Running with params: {'param1': 120, 'param2': 320}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_320
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Timings: Avg: 34.41466666666667, Max: 49.24, Min: 28.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.41466666666667, Max: 49.24, Min: 28.78
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.41466666666667
Score: 34.41466666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 114
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 115
Running with params: {'param1': 140, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_190
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.641666666666666, Max: 47.47, Min: 27.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.641666666666666, Max: 47.47, Min: 27.77
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.641666666666666
Score: 33.641666666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 116
Running with params: {'param1': 170, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_170_220
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.81633333333333, Max: 48.29, Min: 28.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.81633333333333, Max: 48.29, Min: 28.23
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.81633333333333
Score: 33.81633333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 117
Running with params: {'param1': 200, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_200_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.73333333333333, Max: 48.21, Min: 28.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.73333333333333, Max: 48.21, Min: 28.03
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.73333333333333
Score: 33.73333333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 118
Running with params: {'param1': 130, 'param2': 380}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_380
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.21633333333333, Max: 50.29, Min: 29.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.21633333333333, Max: 50.29, Min: 29.36
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.21633333333333
Score: 35.21633333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 119
Running with params: {'param1': 110, 'param2': 100}
Optimization Iteration: 120
Running with params: {'param1': 260, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_260_180
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.42166666666667, Max: 49.12, Min: 28.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.42166666666667, Max: 49.12, Min: 28.8
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail (non-zero): 7.882583474838611e-15
All-Passed: True
Probabilty of failure: 7.882583474838611e-15
Runtime: 34.42166666666667
Score: 34.42166666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 121
Running with params: {'param1': 100, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_240
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.211666666666666, Max: 47.559999999999995, Min: 27.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.211666666666666, Max: 47.559999999999995, Min: 27.84
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.211666666666666
Score: 33.211666666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 122
Running with params: {'param1': 110, 'param2': 110}
Optimization Iteration: 123
Running with params: {'param1': 120, 'param2': 150}
Optimization Iteration: 124
Running with params: {'param1': 220, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_220_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.928333333333335, Max: 47.199999999999996, Min: 27.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.928333333333335, Max: 47.199999999999996, Min: 27.44
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.928333333333335
Score: 32.928333333333335
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 125
Running with params: {'param1': 290, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_290_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.24933333333333, Max: 48.99, Min: 28.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.24933333333333, Max: 48.99, Min: 28.67
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: gamma
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.24933333333333
Score: 34.24933333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 126
Running with params: {'param1': 130, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_130_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.15200000000001, Max: 46.21, Min: 26.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.15200000000001, Max: 46.21, Min: 26.89
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.15200000000001
Score: 32.15200000000001
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 127
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 128
Running with params: {'param1': 120, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.525666666666666, Max: 52.39, Min: 30.59
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.525666666666666, Max: 52.39, Min: 30.59
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.525666666666666
Score: 36.525666666666666
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 129
Running with params: {'param1': 110, 'param2': 140}
Optimization Iteration: 130
Running with params: {'param1': 100, 'param2': 290}
Optimization Iteration: 131
Running with params: {'param1': 140, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_160
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Timings: Avg: 32.82866666666667, Max: 46.86, Min: 27.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.82866666666667, Max: 46.86, Min: 27.52
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.82866666666667
Score: 32.82866666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 132
Running with params: {'param1': 120, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_120_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.04, Max: 45.620000000000005, Min: 26.540000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.04, Max: 45.620000000000005, Min: 26.540000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.04
Score: 32.04
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 133
Running with params: {'param1': 150, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_150_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.57933333333333, Max: 46.65, Min: 27.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.57933333333333, Max: 46.65, Min: 27.21
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.57933333333333
Score: 32.57933333333333
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 134
Running with params: {'param1': 210, 'param2': 260}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_210_260
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.752, Max: 49.78, Min: 29.029999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.752, Max: 49.78, Min: 29.029999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.752
Score: 34.752
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 135
Running with params: {'param1': 160, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_160_170
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.098666666666674, Max: 47.38, Min: 27.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.098666666666674, Max: 47.38, Min: 27.71
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.098666666666674
Score: 33.098666666666674
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 136
Running with params: {'param1': 110, 'param2': 120}
Optimization Iteration: 137
Running with params: {'param1': 100, 'param2': 150}
Optimization Iteration: 138
Running with params: {'param1': 130, 'param2': 110}
Optimization Iteration: 139
Running with params: {'param1': 100, 'param2': 430}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_100_430
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.44166666666667, Max: 50.65, Min: 29.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.44166666666667, Max: 50.65, Min: 29.68
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.44166666666667
Score: 35.44166666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 140
Running with params: {'param1': 230, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_230_210
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.40999999999999, Max: 49.07, Min: 28.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.40999999999999, Max: 49.07, Min: 28.91
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: lognorm
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.40999999999999
Score: 34.40999999999999
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 141
Running with params: {'param1': 110, 'param2': 140}
Optimization Iteration: 142
Running with params: {'param1': 140, 'param2': 470}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_140_470
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.445, Max: 51.99, Min: 30.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.445, Max: 51.99, Min: 30.47
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.445
Score: 36.445
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 143
Running with params: {'param1': 120, 'param2': 100}
Optimization Iteration: 144
Running with params: {'param1': 130, 'param2': 120}
Optimization Iteration: 145
Running with params: {'param1': 190, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597617399/assert_22943446_190_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.79266666666667, Max: 47.05, Min: 27.400000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.79266666666667, Max: 47.05, Min: 27.400000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Choosing distribution: laplace
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.79266666666667
Score: 32.79266666666667
Best-score: 31.264666666666667
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 146
Running with params: {'param1': 110, 'param2': 130}
Optimization Iteration: 147
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 148
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 149
Running with params: {'param1': 100, 'param2': 100}
Optimization Iteration: 150
Running with params: {'param1': 100, 'param2': 110}
Upto iteration 150: {'param1': 100.0, 'param2': 100.0}
Breaking...
{'param1': 100.0, 'param2': 100.0}
Best score: 31.264666666666667
Repeated params: 48
Trials: 151
Best param {'param1': 100.0, 'param2': 100.0}
Reduction: 18.920834702027964%
Speedup: 1.233362475211634x
Optimizer time: 8433.736462116241
