Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_infer_util.py
ClassName: none
Testname: test_model_with_mask_false
Params: param1,181,35,ParamType.ITER,500
param2,181,52,ParamType.ITER,500
Assertion: assert_allclose(mcmc.get_samples()['x'].mean(), 0., atol=0.1)
Original runtime: 9.124
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 500, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_500_500
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 6...
Iter 5...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 14...
Iter 12...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.892666666666668, Max: 9.75, Min: 5.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.892666666666668, Max: 9.75, Min: 5.85
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.892666666666668
Score: 6.892666666666668
Best-score: 6.892666666666668
Best-param: {'param1': 500, 'param2': 500}
>>Setting original runtime to 6.892666666666668
Optimization Iteration: 1
Running with params: {'param1': 320, 'param2': 360}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_320_360
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.481, Max: 9.17, Min: 5.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.481, Max: 9.17, Min: 5.46
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.481
Score: 6.481
Best-score: 6.481
Best-param: {'param1': 320, 'param2': 360}
Optimization Iteration: 2
Running with params: {'param1': 130, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_190
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 16...
Iter 15...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.067666666666665, Max: 8.58, Min: 5.04
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.481
Best-param: {'param1': 320, 'param2': 360}
Optimization Iteration: 3
Running with params: {'param1': 200, 'param2': 440}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_200_440
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.451333333333335, Max: 9.08, Min: 5.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.451333333333335, Max: 9.08, Min: 5.43
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.451333333333335
Score: 6.451333333333335
Best-score: 6.451333333333335
Best-param: {'param1': 200, 'param2': 440}
Optimization Iteration: 4
Running with params: {'param1': 480, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_480_220
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.526333333333334, Max: 9.17, Min: 5.470000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.526333333333334, Max: 9.17, Min: 5.470000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.526333333333334
Score: 6.526333333333334
Best-score: 6.451333333333335
Best-param: {'param1': 200, 'param2': 440}
Optimization Iteration: 5
Running with params: {'param1': 140, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 21...
Iter 20...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.987000000000001, Max: 8.5, Min: 4.96
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.451333333333335
Best-param: {'param1': 200, 'param2': 440}
Optimization Iteration: 6
Running with params: {'param1': 100, 'param2': 490}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_490
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.337666666666668, Max: 8.98, Min: 5.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.337666666666668, Max: 8.98, Min: 5.33
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.337666666666668
Score: 6.337666666666668
Best-score: 6.337666666666668
Best-param: {'param1': 100, 'param2': 490}
Optimization Iteration: 7
Running with params: {'param1': 470, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_470_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 6.4046666666666665, Max: 8.98, Min: 5.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.4046666666666665, Max: 8.98, Min: 5.42
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.4046666666666665
Score: 6.4046666666666665
Best-score: 6.337666666666668
Best-param: {'param1': 100, 'param2': 490}
Optimization Iteration: 8
Running with params: {'param1': 150, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.113333333333332, Max: 8.5, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.113333333333332, Max: 8.5, Min: 5.01
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.113333333333332
Score: 6.113333333333332
Best-score: 6.113333333333332
Best-param: {'param1': 150, 'param2': 180}
Optimization Iteration: 9
Running with params: {'param1': 100, 'param2': 360}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_360
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 14...
Iter 13...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.1659999999999995, Max: 8.75, Min: 5.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.1659999999999995, Max: 8.75, Min: 5.14
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.1659999999999995
Score: 6.1659999999999995
Best-score: 6.113333333333332
Best-param: {'param1': 150, 'param2': 180}
Optimization Iteration: 10
Running with params: {'param1': 150, 'param2': 360}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_360
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.237666666666666, Max: 8.780000000000001, Min: 5.2299999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.237666666666666, Max: 8.780000000000001, Min: 5.2299999999999995
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.237666666666666
Score: 6.237666666666666
Best-score: 6.113333333333332
Best-param: {'param1': 150, 'param2': 180}
Optimization Iteration: 11
Running with params: {'param1': 140, 'param2': 350}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_350
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.217999999999999, Max: 8.76, Min: 5.220000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.217999999999999, Max: 8.76, Min: 5.220000000000001
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.217999999999999
Score: 6.217999999999999
Best-score: 6.113333333333332
Best-param: {'param1': 150, 'param2': 180}
Optimization Iteration: 12
Running with params: {'param1': 160, 'param2': 250}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_250
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.093333333333333, Max: 8.6, Min: 5.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.093333333333333, Max: 8.6, Min: 5.09
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.093333333333333
Score: 6.093333333333333
Best-score: 6.093333333333333
Best-param: {'param1': 160, 'param2': 250}
Optimization Iteration: 13
Running with params: {'param1': 340, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_340_230
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 6...
Iter 5...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.3886666666666665, Max: 8.950000000000001, Min: 5.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.3886666666666665, Max: 8.950000000000001, Min: 5.41
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.3886666666666665
Score: 6.3886666666666665
Best-score: 6.093333333333333
Best-param: {'param1': 160, 'param2': 250}
Optimization Iteration: 14
Running with params: {'param1': 160, 'param2': 450}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_450
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.398, Max: 9.0, Min: 5.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.398, Max: 9.0, Min: 5.32
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.398
Score: 6.398
Best-score: 6.093333333333333
Best-param: {'param1': 160, 'param2': 250}
Optimization Iteration: 15
Running with params: {'param1': 200, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_200_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.970333333333333, Max: 8.44, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.970333333333333, Max: 8.44, Min: 5.01
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.970333333333333
Score: 5.970333333333333
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 16
Running with params: {'param1': 400, 'param2': 470}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_400_470
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.72, Max: 9.52, Min: 5.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.72, Max: 9.52, Min: 5.66
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.72
Score: 6.72
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 17
Running with params: {'param1': 250, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_250_210
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.191666666666667, Max: 8.8, Min: 5.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.191666666666667, Max: 8.8, Min: 5.18
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.191666666666667
Score: 6.191666666666667
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 18
Running with params: {'param1': 100, 'param2': 450}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_450
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.295666666666666, Max: 8.92, Min: 5.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.295666666666666, Max: 8.92, Min: 5.31
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.295666666666666
Score: 6.295666666666666
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 19
Running with params: {'param1': 440, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_440_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 7...
Iter 6...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.3196666666666665, Max: 8.93, Min: 5.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.3196666666666665, Max: 8.93, Min: 5.32
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.3196666666666665
Score: 6.3196666666666665
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 20
Running with params: {'param1': 230, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_230_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 4...
Iter 3...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 13...
Iter 14...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.1756666666666655, Max: 8.72, Min: 5.140000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 21
Running with params: {'param1': 180, 'param2': 280}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_180_280
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.167666666666665, Max: 8.790000000000001, Min: 5.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.167666666666665, Max: 8.790000000000001, Min: 5.16
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.167666666666665
Score: 6.167666666666665
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 22
Running with params: {'param1': 260, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_260_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 4...
Iter 3...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.250666666666667, Max: 8.9, Min: 5.28
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 23
Running with params: {'param1': 200, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_200_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.068666666666666, Max: 8.58, Min: 5.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.068666666666666, Max: 8.58, Min: 5.06
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.068666666666666
Score: 6.068666666666666
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 24
Running with params: {'param1': 200, 'param2': 130}
Optimization Iteration: 25
Running with params: {'param1': 120, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 4...
Iter 3...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.942666666666666, Max: 8.42, Min: 4.97
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 26
Running with params: {'param1': 300, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_300_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.218, Max: 8.76, Min: 5.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.218, Max: 8.76, Min: 5.2
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.218
Score: 6.218
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 27
Running with params: {'param1': 190, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_190_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.0073333333333325, Max: 8.57, Min: 5.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.0073333333333325, Max: 8.57, Min: 5.0
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.0073333333333325
Score: 6.0073333333333325
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 28
Running with params: {'param1': 280, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_280_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.128333333333332, Max: 8.680000000000001, Min: 5.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.128333333333332, Max: 8.680000000000001, Min: 5.12
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.128333333333332
Score: 6.128333333333332
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 29
Running with params: {'param1': 180, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_180_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.977000000000001, Max: 8.5, Min: 5.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.977000000000001, Max: 8.5, Min: 5.0
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.977000000000001
Score: 5.977000000000001
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 30
Running with params: {'param1': 350, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_350_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.190666666666668, Max: 8.82, Min: 5.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.190666666666668, Max: 8.82, Min: 5.22
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.190666666666668
Score: 6.190666666666668
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 31
Running with params: {'param1': 120, 'param2': 100}
Optimization Iteration: 32
Running with params: {'param1': 220, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_220_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 6.030333333333333, Max: 8.49, Min: 5.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.030333333333333, Max: 8.49, Min: 5.05
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.030333333333333
Score: 6.030333333333333
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 33
Running with params: {'param1': 170, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_170_200
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.054333333333333, Max: 8.56, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.054333333333333, Max: 8.56, Min: 5.04
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.054333333333333
Score: 6.054333333333333
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 34
Running with params: {'param1': 230, 'param2': 320}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_230_320
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.2860000000000005, Max: 8.89, Min: 5.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.2860000000000005, Max: 8.89, Min: 5.27
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.2860000000000005
Score: 6.2860000000000005
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 35
Running with params: {'param1': 120, 'param2': 100}
Optimization Iteration: 36
Running with params: {'param1': 220, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_220_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.029666666666666, Max: 8.54, Min: 5.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.029666666666666, Max: 8.54, Min: 5.03
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.029666666666666
Score: 6.029666666666666
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 37
Running with params: {'param1': 130, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.048333333333333, Max: 8.58, Min: 5.0600000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 38
Running with params: {'param1': 260, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_260_120
Launching 30 jobs, 15 in parallel
Iter 1...
Iter 0...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.137666666666667, Max: 8.64, Min: 5.1499999999999995
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 39
Running with params: {'param1': 170, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_170_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.974333333333336, Max: 8.5, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.974333333333336, Max: 8.5, Min: 4.96
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.974333333333336
Score: 5.974333333333336
Best-score: 5.970333333333333
Best-param: {'param1': 200, 'param2': 120}
Optimization Iteration: 40
Running with params: {'param1': 110, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.904333333333332, Max: 8.32, Min: 4.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.904333333333332, Max: 8.32, Min: 4.94
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.904333333333332
Score: 5.904333333333332
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 41
Running with params: {'param1': 110, 'param2': 260}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_260
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 21...
Iter 20...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.0969999999999995, Max: 8.549999999999999, Min: 5.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.0969999999999995, Max: 8.549999999999999, Min: 5.12
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.0969999999999995
Score: 6.0969999999999995
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 42
Running with params: {'param1': 110, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_190
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.945000000000001, Max: 8.45, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.945000000000001, Max: 8.45, Min: 4.97
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.945000000000001
Score: 5.945000000000001
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 43
Running with params: {'param1': 110, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_230
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.007666666666667, Max: 8.49, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.007666666666667, Max: 8.49, Min: 5.04
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.007666666666667
Score: 6.007666666666667
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 44
Running with params: {'param1': 140, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_190
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.000333333333333, Max: 8.47, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.000333333333333, Max: 8.47, Min: 5.01
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.000333333333333
Score: 6.000333333333333
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 45
Running with params: {'param1': 110, 'param2': 250}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_250
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 8...
Iter 7...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.031000000000001, Max: 8.53, Min: 5.0600000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.031000000000001, Max: 8.53, Min: 5.0600000000000005
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.031000000000001
Score: 6.031000000000001
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 46
Running with params: {'param1': 130, 'param2': 390}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_390
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.238, Max: 8.91, Min: 5.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.238, Max: 8.91, Min: 5.2
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.238
Score: 6.238
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 47
Running with params: {'param1': 100, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_210
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.035666666666668, Max: 8.54, Min: 5.03
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 48
Running with params: {'param1': 150, 'param2': 290}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_290
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.125333333333334, Max: 8.66, Min: 5.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.125333333333334, Max: 8.66, Min: 5.11
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.125333333333334
Score: 6.125333333333334
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 49
Running with params: {'param1': 110, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.932, Max: 8.360000000000001, Min: 4.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.932, Max: 8.360000000000001, Min: 4.99
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.932
Score: 5.932
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 50
Running with params: {'param1': 130, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.144666666666668, Max: 8.54, Min: 5.15
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Upto iteration 50: {'param1': 110.0, 'param2': 160.0}
Optimization Iteration: 51
Running with params: {'param1': 140, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.105333333333334, Max: 8.48, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.105333333333334, Max: 8.48, Min: 5.04
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.105333333333334
Score: 6.105333333333334
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 52
Running with params: {'param1': 100, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.179666666666666, Max: 8.56, Min: 5.04
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 53
Running with params: {'param1': 380, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_380_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 5...
Iter 4...
Iter 7...
Iter 6...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.379000000000001, Max: 8.98, Min: 5.3100000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.379000000000001, Max: 8.98, Min: 5.3100000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.379000000000001
Score: 6.379000000000001
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 54
Running with params: {'param1': 160, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_220
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.066666666666666, Max: 8.63, Min: 5.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.066666666666666, Max: 8.63, Min: 5.06
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.066666666666666
Score: 6.066666666666666
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 55
Running with params: {'param1': 120, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.986333333333333, Max: 8.5, Min: 4.97
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 56
Running with params: {'param1': 150, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_300
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.156666666666666, Max: 8.719999999999999, Min: 5.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.156666666666666, Max: 8.719999999999999, Min: 5.19
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.156666666666666
Score: 6.156666666666666
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 57
Running with params: {'param1': 470, 'param2': 270}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_470_270
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.5376666666666665, Max: 9.25, Min: 5.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.5376666666666665, Max: 9.25, Min: 5.54
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.5376666666666665
Score: 6.5376666666666665
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 58
Running with params: {'param1': 310, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_310_240
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.298, Max: 8.98, Min: 5.260000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.298, Max: 8.98, Min: 5.260000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.298
Score: 6.298
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 59
Running with params: {'param1': 100, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.038333333333333, Max: 8.59, Min: 5.0
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 60
Running with params: {'param1': 130, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_400
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.268999999999999, Max: 8.9, Min: 5.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.268999999999999, Max: 8.9, Min: 5.24
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.268999999999999
Score: 6.268999999999999
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 61
Running with params: {'param1': 210, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_210_200
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.099333333333332, Max: 8.639999999999999, Min: 5.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.099333333333332, Max: 8.639999999999999, Min: 5.09
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.099333333333332
Score: 6.099333333333332
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 62
Running with params: {'param1': 110, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_210
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.971333333333333, Max: 8.49, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.971333333333333, Max: 8.49, Min: 5.01
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.971333333333333
Score: 5.971333333333333
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 63
Running with params: {'param1': 160, 'param2': 310}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_310
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.165333333333333, Max: 8.680000000000001, Min: 5.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.165333333333333, Max: 8.680000000000001, Min: 5.16
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.165333333333333
Score: 6.165333333333333
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 64
Running with params: {'param1': 280, 'param2': 330}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_280_330
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.357333333333332, Max: 8.97, Min: 5.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.357333333333332, Max: 8.97, Min: 5.38
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.357333333333332
Score: 6.357333333333332
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 65
Running with params: {'param1': 180, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_180_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.046333333333333, Max: 8.629999999999999, Min: 5.069999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 66
Running with params: {'param1': 110, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.921666666666666, Max: 8.45, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.921666666666666, Max: 8.45, Min: 4.97
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.921666666666666
Score: 5.921666666666666
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 67
Running with params: {'param1': 100, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 11...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.9913333333333325, Max: 8.49, Min: 4.9799999999999995
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 68
Running with params: {'param1': 140, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.971333333333333, Max: 8.44, Min: 5.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.971333333333333, Max: 8.44, Min: 5.07
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.971333333333333
Score: 5.971333333333333
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 69
Running with params: {'param1': 120, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.011000000000001, Max: 8.56, Min: 5.0200000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.904333333333332
Best-param: {'param1': 110, 'param2': 160}
Optimization Iteration: 70
Running with params: {'param1': 110, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.876333333333333, Max: 8.37, Min: 4.930000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.876333333333333, Max: 8.37, Min: 4.930000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.876333333333333
Score: 5.876333333333333
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 71
Running with params: {'param1': 100, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.959333333333333, Max: 8.43, Min: 4.95
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 72
Running with params: {'param1': 140, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.958666666666667, Max: 8.41, Min: 4.96
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 73
Running with params: {'param1': 170, 'param2': 200}
Optimization Iteration: 74
Running with params: {'param1': 120, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_240
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.096, Max: 8.67, Min: 5.08
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 75
Running with params: {'param1': 150, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.031666666666666, Max: 8.55, Min: 5.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.031666666666666, Max: 8.55, Min: 5.03
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.031666666666666
Score: 6.031666666666666
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 76
Running with params: {'param1': 190, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_190_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.0440000000000005, Max: 8.62, Min: 5.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.0440000000000005, Max: 8.62, Min: 5.0
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.0440000000000005
Score: 6.0440000000000005
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 77
Running with params: {'param1': 110, 'param2': 150}
Optimization Iteration: 78
Running with params: {'param1': 130, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 11...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.890333333333333, Max: 8.33, Min: 4.859999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.890333333333333, Max: 8.33, Min: 4.859999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.890333333333333
Score: 5.890333333333333
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 79
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 80
Running with params: {'param1': 120, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.953333333333333, Max: 8.42, Min: 4.97
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 81
Running with params: {'param1': 240, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_240_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.088333333333334, Max: 8.66, Min: 5.1000000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 82
Running with params: {'param1': 160, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.923666666666666, Max: 8.42, Min: 4.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.923666666666666, Max: 8.42, Min: 4.92
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.923666666666666
Score: 5.923666666666666
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 83
Running with params: {'param1': 100, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.941999999999999, Max: 8.41, Min: 4.93
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 84
Running with params: {'param1': 130, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 26...
Iter 25...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.954666666666666, Max: 8.48, Min: 4.97
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 85
Running with params: {'param1': 140, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_500
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.412, Max: 9.04, Min: 5.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.412, Max: 9.04, Min: 5.38
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.412
Score: 6.412
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 86
Running with params: {'param1': 190, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_190_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 6...
Iter 5...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.98, Max: 8.46, Min: 5.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.98, Max: 8.46, Min: 5.01
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.98
Score: 5.98
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 87
Running with params: {'param1': 210, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_210_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.196666666666667, Max: 8.73, Min: 5.15
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 88
Running with params: {'param1': 110, 'param2': 190}
Optimization Iteration: 89
Running with params: {'param1': 170, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_170_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.017, Max: 8.5, Min: 5.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.017, Max: 8.5, Min: 5.0
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.017
Score: 6.017
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 90
Running with params: {'param1': 430, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_430_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 11...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.314333333333334, Max: 9.0, Min: 5.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.314333333333334, Max: 9.0, Min: 5.31
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.314333333333334
Score: 6.314333333333334
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 91
Running with params: {'param1': 100, 'param2': 150}
Optimization Iteration: 92
Running with params: {'param1': 120, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_150
Launching 30 jobs, 15 in parallel
Iter 1...
Iter 0...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.993333333333334, Max: 8.5, Min: 4.989999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 93
Running with params: {'param1': 130, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.043666666666667, Max: 8.61, Min: 5.04
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 94
Running with params: {'param1': 150, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_220
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.067000000000002, Max: 8.56, Min: 5.050000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.067000000000002, Max: 8.56, Min: 5.050000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.067000000000002
Score: 6.067000000000002
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 95
Running with params: {'param1': 110, 'param2': 160}
Optimization Iteration: 96
Running with params: {'param1': 100, 'param2': 170}
Optimization Iteration: 97
Running with params: {'param1': 280, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_280_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.077000000000001, Max: 8.61, Min: 5.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.077000000000001, Max: 8.61, Min: 5.09
Variance (6.770847460736376e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.077000000000001
Score: 6.077000000000001
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 98
Running with params: {'param1': 340, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_340_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.157333333333332, Max: 8.690000000000001, Min: 5.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.157333333333332, Max: 8.690000000000001, Min: 5.2
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.157333333333332
Score: 6.157333333333332
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 99
Running with params: {'param1': 180, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_180_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 11...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.141000000000001, Max: 8.729999999999999, Min: 5.11
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 100
Running with params: {'param1': 160, 'param2': 280}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_280
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.1359999999999975, Max: 8.649999999999999, Min: 5.140000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.1359999999999975, Max: 8.649999999999999, Min: 5.140000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.1359999999999975
Score: 6.1359999999999975
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Upto iteration 100: {'param1': 110.0, 'param2': 150.0}
Optimization Iteration: 101
Running with params: {'param1': 140, 'param2': 110}
Optimization Iteration: 102
Running with params: {'param1': 120, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_230
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.096333333333333, Max: 8.680000000000001, Min: 5.12
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 103
Running with params: {'param1': 110, 'param2': 260}
Optimization Iteration: 104
Running with params: {'param1': 150, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_190
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.010333333333335, Max: 8.55, Min: 4.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.010333333333335, Max: 8.55, Min: 4.98
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.010333333333335
Score: 6.010333333333335
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 105
Running with params: {'param1': 210, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_210_210
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 12...
Iter 11...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.121666666666665, Max: 8.62, Min: 5.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.121666666666665, Max: 8.62, Min: 5.13
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.121666666666665
Score: 6.121666666666665
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 106
Running with params: {'param1': 130, 'param2': 380}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_380
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.226000000000001, Max: 8.77, Min: 5.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.226000000000001, Max: 8.77, Min: 5.24
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.226000000000001
Score: 6.226000000000001
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 107
Running with params: {'param1': 120, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.9319999999999995, Max: 8.450000000000001, Min: 4.93
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 108
Running with params: {'param1': 170, 'param2': 340}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_170_340
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.236000000000002, Max: 8.870000000000001, Min: 5.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.236000000000002, Max: 8.870000000000001, Min: 5.21
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.236000000000002
Score: 6.236000000000002
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 109
Running with params: {'param1': 190, 'param2': 420}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_190_420
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.375333333333333, Max: 9.03, Min: 5.35
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.375333333333333, Max: 9.03, Min: 5.35
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.375333333333333
Score: 6.375333333333333
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 110
Running with params: {'param1': 380, 'param2': 470}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_380_470
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 7...
Iter 6...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.697333333333334, Max: 9.450000000000001, Min: 5.640000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.697333333333334, Max: 9.450000000000001, Min: 5.640000000000001
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.697333333333334
Score: 6.697333333333334
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 111
Running with params: {'param1': 250, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_250_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 8...
Iter 7...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.186333333333335, Max: 8.8, Min: 5.21
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 112
Running with params: {'param1': 140, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.018333333333334, Max: 8.520000000000001, Min: 5.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.018333333333334, Max: 8.520000000000001, Min: 5.02
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.018333333333334
Score: 6.018333333333334
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 113
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 114
Running with params: {'param1': 110, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 14...
Iter 12...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.941333333333332, Max: 8.379999999999999, Min: 4.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.941333333333332, Max: 8.379999999999999, Min: 4.96
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.941333333333332
Score: 5.941333333333332
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 115
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 116
Running with params: {'param1': 150, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_200
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.023, Max: 8.5, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.023, Max: 8.5, Min: 5.04
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.023
Score: 6.023
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 117
Running with params: {'param1': 490, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_490_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.475666666666667, Max: 9.21, Min: 5.45
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 118
Running with params: {'param1': 230, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_230_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.119333333333333, Max: 8.68, Min: 5.11
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 119
Running with params: {'param1': 300, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_300_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.202666666666667, Max: 8.75, Min: 5.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.202666666666667, Max: 8.75, Min: 5.22
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.202666666666667
Score: 6.202666666666667
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 120
Running with params: {'param1': 100, 'param2': 250}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_250
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 12...
Iter 11...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.074333333333333, Max: 8.62, Min: 5.08
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 121
Running with params: {'param1': 200, 'param2': 120}
Optimization Iteration: 122
Running with params: {'param1': 120, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.014666666666668, Max: 8.51, Min: 5.02
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 123
Running with params: {'param1': 160, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.987666666666668, Max: 8.47, Min: 4.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.987666666666668, Max: 8.47, Min: 4.99
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.987666666666668
Score: 5.987666666666668
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 124
Running with params: {'param1': 110, 'param2': 210}
Optimization Iteration: 125
Running with params: {'param1': 100, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_240
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.075666666666666, Max: 8.65, Min: 5.08
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 126
Running with params: {'param1': 180, 'param2': 110}
Optimization Iteration: 127
Running with params: {'param1': 120, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.059333333333333, Max: 8.620000000000001, Min: 5.0600000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 128
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 129
Running with params: {'param1': 140, 'param2': 120}
Optimization Iteration: 130
Running with params: {'param1': 110, 'param2': 150}
Optimization Iteration: 131
Running with params: {'param1': 110, 'param2': 160}
Optimization Iteration: 132
Running with params: {'param1': 100, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_200
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.0183333333333335, Max: 8.58, Min: 4.9799999999999995
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 133
Running with params: {'param1': 330, 'param2': 230}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_330_230
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.324000000000001, Max: 8.969999999999999, Min: 5.289999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.324000000000001, Max: 8.969999999999999, Min: 5.289999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.324000000000001
Score: 6.324000000000001
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 134
Running with params: {'param1': 270, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_270_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.1933333333333325, Max: 8.74, Min: 5.180000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 135
Running with params: {'param1': 150, 'param2': 190}
Optimization Iteration: 136
Running with params: {'param1': 170, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_170_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 20...
Iter 19...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.018333333333334, Max: 8.569999999999999, Min: 5.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.018333333333334, Max: 8.569999999999999, Min: 5.05
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.018333333333334
Score: 6.018333333333334
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 137
Running with params: {'param1': 110, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.964333333333333, Max: 8.43, Min: 4.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.964333333333333, Max: 8.43, Min: 4.95
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.964333333333333
Score: 5.964333333333333
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 138
Running with params: {'param1': 430, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_430_220
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.491333333333333, Max: 9.17, Min: 5.46
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 139
Running with params: {'param1': 360, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_360_160
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.231666666666668, Max: 8.78, Min: 5.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.231666666666668, Max: 8.78, Min: 5.18
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.231666666666668
Score: 6.231666666666668
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 140
Running with params: {'param1': 140, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 11...
Iter 9...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.008333333333335, Max: 8.58, Min: 5.04
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 141
Running with params: {'param1': 120, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_120_170
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 7...
Iter 6...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.002666666666667, Max: 8.549999999999999, Min: 5.029999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 142
Running with params: {'param1': 240, 'param2': 270}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_240_270
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.240666666666667, Max: 8.79, Min: 5.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.240666666666667, Max: 8.79, Min: 5.24
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.240666666666667
Score: 6.240666666666667
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 143
Running with params: {'param1': 160, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 14...
Iter 13...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.009666666666667, Max: 8.55, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.009666666666667, Max: 8.55, Min: 5.04
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.009666666666667
Score: 6.009666666666667
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 144
Running with params: {'param1': 100, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_300
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.162, Max: 8.729999999999999, Min: 5.140000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 145
Running with params: {'param1': 190, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_190_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.043333333333333, Max: 8.6, Min: 5.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.043333333333333, Max: 8.6, Min: 5.04
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.043333333333333
Score: 6.043333333333333
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 146
Running with params: {'param1': 130, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 8...
Iter 7...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.070666666666667, Max: 8.59, Min: 5.1000000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.876333333333333
Best-param: {'param1': 110, 'param2': 150}
Optimization Iteration: 147
Running with params: {'param1': 120, 'param2': 110}
Optimization Iteration: 148
Running with params: {'param1': 110, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.850333333333333, Max: 8.24, Min: 4.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.850333333333333, Max: 8.24, Min: 4.92
Variance (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.850333333333333
Score: 5.850333333333333
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 149
Running with params: {'param1': 110, 'param2': 120}
Optimization Iteration: 150
Running with params: {'param1': 100, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.9223333333333334, Max: 8.35, Min: 4.930000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Upto iteration 150: {'param1': 110.0, 'param2': 120.0}
Optimization Iteration: 151
Running with params: {'param1': 110, 'param2': 130}
Optimization Iteration: 152
Running with params: {'param1': 100, 'param2': 130}
Optimization Iteration: 153
Running with params: {'param1': 110, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.878333333333334, Max: 8.36, Min: 4.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.878333333333334, Max: 8.36, Min: 4.88
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.878333333333334
Score: 5.878333333333334
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 154
Running with params: {'param1': 120, 'param2': 120}
Optimization Iteration: 155
Running with params: {'param1': 140, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_140_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 5...
Iter 4...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 13...
Iter 14...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.975666666666668, Max: 8.47, Min: 4.96
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 156
Running with params: {'param1': 100, 'param2': 140}
Optimization Iteration: 157
Running with params: {'param1': 130, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_130_110
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.9156666666666675, Max: 8.37, Min: 4.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.9156666666666675, Max: 8.37, Min: 4.93
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.9156666666666675
Score: 5.9156666666666675
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 158
Running with params: {'param1': 120, 'param2': 100}
Optimization Iteration: 159
Running with params: {'param1': 150, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_120
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.898333333333334, Max: 8.35, Min: 4.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.898333333333334, Max: 8.35, Min: 4.97
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.898333333333334
Score: 5.898333333333334
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 160
Running with params: {'param1': 110, 'param2': 160}
Optimization Iteration: 161
Running with params: {'param1': 100, 'param2': 130}
Optimization Iteration: 162
Running with params: {'param1': 130, 'param2': 110}
Optimization Iteration: 163
Running with params: {'param1': 120, 'param2': 150}
Optimization Iteration: 164
Running with params: {'param1': 110, 'param2': 140}
Optimization Iteration: 165
Running with params: {'param1': 140, 'param2': 100}
Optimization Iteration: 166
Running with params: {'param1': 100, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_190
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.0166666666666675, Max: 8.56, Min: 5.01
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 167
Running with params: {'param1': 160, 'param2': 120}
Optimization Iteration: 168
Running with params: {'param1': 120, 'param2': 160}
Optimization Iteration: 169
Running with params: {'param1': 150, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_150_130
Launching 30 jobs, 15 in parallel
Iter 1...
Iter 0...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.010333333333334, Max: 8.48, Min: 5.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.010333333333334, Max: 8.48, Min: 5.03
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.010333333333334
Score: 6.010333333333334
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 170
Running with params: {'param1': 110, 'param2': 170}
Optimization Iteration: 171
Running with params: {'param1': 130, 'param2': 110}
Optimization Iteration: 172
Running with params: {'param1': 100, 'param2': 120}
Optimization Iteration: 173
Running with params: {'param1': 180, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_180_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.064333333333334, Max: 8.66, Min: 5.0600000000000005
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 174
Running with params: {'param1': 110, 'param2': 140}
Optimization Iteration: 175
Running with params: {'param1': 460, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_460_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.324, Max: 8.99, Min: 5.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.324, Max: 8.99, Min: 5.3
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.324
Score: 6.324
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 176
Running with params: {'param1': 140, 'param2': 190}
Optimization Iteration: 177
Running with params: {'param1': 100, 'param2': 130}
Optimization Iteration: 178
Running with params: {'param1': 170, 'param2': 160}
Optimization Iteration: 179
Running with params: {'param1': 110, 'param2': 110}
Optimization Iteration: 180
Running with params: {'param1': 130, 'param2': 120}
Optimization Iteration: 181
Running with params: {'param1': 120, 'param2': 170}
Optimization Iteration: 182
Running with params: {'param1': 160, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_160_150
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.973666666666667, Max: 8.450000000000001, Min: 4.970000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 5.973666666666667, Max: 8.450000000000001, Min: 4.970000000000001
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 5.973666666666667
Score: 5.973666666666667
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 183
Running with params: {'param1': 150, 'param2': 200}
Optimization Iteration: 184
Running with params: {'param1': 200, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_200_180
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 11...
Iter 10...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.057333333333333, Max: 8.540000000000001, Min: 5.069999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.057333333333333, Max: 8.540000000000001, Min: 5.069999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.057333333333333
Score: 6.057333333333333
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 185
Running with params: {'param1': 100, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_100_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 5.921, Max: 8.37, Min: 4.92
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 186
Running with params: {'param1': 290, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_290_140
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.225666666666666, Max: 8.81, Min: 5.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.225666666666666, Max: 8.81, Min: 5.23
Variance (1.7333369499485123e-33) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.225666666666666
Score: 6.225666666666666
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 187
Running with params: {'param1': 120, 'param2': 130}
Optimization Iteration: 188
Running with params: {'param1': 140, 'param2': 110}
Optimization Iteration: 189
Running with params: {'param1': 110, 'param2': 360}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_110_360
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.183999999999999, Max: 8.74, Min: 5.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.183999999999999, Max: 8.74, Min: 5.2
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.183999999999999
Score: 6.183999999999999
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 190
Running with params: {'param1': 130, 'param2': 150}
Optimization Iteration: 191
Running with params: {'param1': 100, 'param2': 120}
Optimization Iteration: 192
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 193
Running with params: {'param1': 220, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_220_130
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.107, Max: 8.61, Min: 5.109999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.107, Max: 8.61, Min: 5.109999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 6.107
Score: 6.107
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 194
Running with params: {'param1': 120, 'param2': 160}
Optimization Iteration: 195
Running with params: {'param1': 110, 'param2': 110}
Optimization Iteration: 196
Running with params: {'param1': 150, 'param2': 140}
Optimization Iteration: 197
Running with params: {'param1': 110, 'param2': 210}
Optimization Iteration: 198
Running with params: {'param1': 120, 'param2': 170}
Optimization Iteration: 199
Running with params: {'param1': 140, 'param2': 120}
Optimization Iteration: 200
Running with params: {'param1': 260, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597601373/assert_49944920_260_100
Launching 30 jobs, 15 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 10...
Iter 9...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 6.1366666666666685, Max: 8.72, Min: 5.12
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 5.850333333333333
Best-param: {'param1': 110, 'param2': 120}
Upto iteration 200: {'param1': 110.0, 'param2': 120.0}
Breaking...
{'param1': 110.0, 'param2': 120.0}
Best score: 5.850333333333333
Repeated params: 59
Trials: 201
Best param {'param1': 110.0, 'param2': 120.0}
Reduction: 15.122352258438935%
Speedup: 1.1781664862401005x
Optimizer time: 2122.364902496338
