Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_infer_util.py
ClassName: none
Testname: test_predictive_with_improper
Params: param1,116,35,ParamType.ITER,1000
param2,116,53,ParamType.ITER,1000
Assertion: assert_allclose(jnp.mean(obs_pred), true_coef, atol=0.05)
Original runtime: 14.712
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 1000, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_1000_1000
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Timings: Avg: 10.820999999999998, Max: 15.370000000000001, Min: 9.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.820999999999998, Max: 15.370000000000001, Min: 9.17
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.820999999999998
Score: 10.820999999999998
Best-score: 10.820999999999998
Best-param: {'param1': 1000, 'param2': 1000}
>>Setting original runtime to 10.820999999999998
Optimization Iteration: 1
Running with params: {'param1': 220, 'param2': 250}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_220_250
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Timings: Avg: 8.639, Max: 12.28, Min: 7.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.639, Max: 12.28, Min: 7.26
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.639
Score: 8.639
Best-score: 8.639
Best-param: {'param1': 220, 'param2': 250}
Optimization Iteration: 2
Running with params: {'param1': 150, 'param2': 320}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_150_320
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Timings: Avg: 8.591, Max: 12.280000000000001, Min: 7.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.591, Max: 12.280000000000001, Min: 7.23
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.591
Score: 8.591
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 3
Running with params: {'param1': 170, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_170_700
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Timings: Avg: 9.285333333333336, Max: 13.190000000000001, Min: 7.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.285333333333336, Max: 13.190000000000001, Min: 7.75
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.285333333333336
Score: 9.285333333333336
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 4
Running with params: {'param1': 250, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_250_190
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Timings: Avg: 8.680666666666667, Max: 12.38, Min: 7.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.680666666666667, Max: 12.38, Min: 7.28
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.680666666666667
Score: 8.680666666666667
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 5
Running with params: {'param1': 830, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_830_110
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Timings: Avg: 9.603000000000002, Max: 13.649999999999999, Min: 8.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.603000000000002, Max: 13.649999999999999, Min: 8.08
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.603000000000002
Score: 9.603000000000002
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 6
Running with params: {'param1': 260, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_260_190
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Timings: Avg: 8.693333333333332, Max: 12.4, Min: 7.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.693333333333332, Max: 12.4, Min: 7.27
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.693333333333332
Score: 8.693333333333332
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 7
Running with params: {'param1': 190, 'param2': 580}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_190_580
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Timings: Avg: 9.132333333333333, Max: 13.030000000000001, Min: 7.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.132333333333333, Max: 13.030000000000001, Min: 7.71
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.132333333333333
Score: 9.132333333333333
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 8
Running with params: {'param1': 690, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_690_150
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Timings: Avg: 9.264999999999999, Max: 13.16, Min: 7.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.264999999999999, Max: 13.16, Min: 7.75
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.264999999999999
Score: 9.264999999999999
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 9
Running with params: {'param1': 990, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_990_130
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Timings: Avg: 9.725, Max: 13.91, Min: 8.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.725, Max: 13.91, Min: 8.17
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.725
Score: 9.725
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 10
Running with params: {'param1': 590, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_590_100
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Timings: Avg: 9.22, Max: 13.15, Min: 7.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.22, Max: 13.15, Min: 7.75
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.22
Score: 9.22
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 11
Running with params: {'param1': 750, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_750_160
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Timings: Avg: 9.259666666666668, Max: 13.149999999999999, Min: 7.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.259666666666668, Max: 13.149999999999999, Min: 7.79
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.259666666666668
Score: 9.259666666666668
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 12
Running with params: {'param1': 560, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_560_120
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Timings: Avg: 8.995333333333333, Max: 12.85, Min: 7.53
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.995333333333333, Max: 12.85, Min: 7.53
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.995333333333333
Score: 8.995333333333333
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 13
Running with params: {'param1': 300, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_300_120
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Timings: Avg: 8.612, Max: 12.290000000000001, Min: 7.220000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.612, Max: 12.290000000000001, Min: 7.220000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.612
Score: 8.612
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 14
Running with params: {'param1': 640, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_640_130
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Timings: Avg: 9.213, Max: 13.09, Min: 7.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.213, Max: 13.09, Min: 7.79
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.213
Score: 9.213
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 15
Running with params: {'param1': 740, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_740_110
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Timings: Avg: 9.500333333333334, Max: 13.479999999999999, Min: 7.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.500333333333334, Max: 13.479999999999999, Min: 7.96
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.500333333333334
Score: 9.500333333333334
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 16
Running with params: {'param1': 150, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_150_800
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Timings: Avg: 9.314666666666666, Max: 13.22, Min: 7.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.314666666666666, Max: 13.22, Min: 7.83
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.314666666666666
Score: 9.314666666666666
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 17
Running with params: {'param1': 750, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_750_800
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Timings: Avg: 10.197, Max: 14.5, Min: 8.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.197, Max: 14.5, Min: 8.6
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.197
Score: 10.197
Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 18
Running with params: {'param1': 370, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_370_100
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Best-param: {'param1': 150, 'param2': 320}
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.338666666666667, Max: 13.309999999999999, Min: 7.8
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.234333333333334, Max: 14.549999999999999, Min: 8.66
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Best-param: {'param1': 150, 'param2': 320}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.75, Max: 12.49, Min: 7.319999999999999
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Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 22
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.726333333333335, Max: 12.52, Min: 7.32
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Best-score: 8.591
Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 23
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.282999999999998, Max: 13.149999999999999, Min: 7.83
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Best-param: {'param1': 150, 'param2': 320}
Optimization Iteration: 24
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.514999999999999, Max: 12.08, Min: 7.14
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Best-score: 8.514999999999999
Best-param: {'param1': 110, 'param2': 280}
Optimization Iteration: 25
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.466000000000001, Max: 12.11, Min: 7.09
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 26
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.554, Max: 12.24, Min: 7.1
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 27
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.572, Max: 12.24, Min: 7.17
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Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 28
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Timings: Avg: 8.502333333333333, Max: 12.08, Min: 7.09
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.502333333333333, Max: 12.08, Min: 7.09
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Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 29
Running with params: {'param1': 200, 'param2': 210}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.580666666666666, Max: 12.219999999999999, Min: 7.1899999999999995
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.580666666666666
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Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 30
Running with params: {'param1': 140, 'param2': 410}
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Timings: Avg: 8.811666666666666, Max: 12.56, Min: 7.37
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.811666666666666, Max: 12.56, Min: 7.37
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.811666666666666
Score: 8.811666666666666
Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 31
Running with params: {'param1': 170, 'param2': 220}
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Timings: Avg: 8.571666666666667, Max: 12.25, Min: 7.16
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.571666666666667, Max: 12.25, Min: 7.16
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.571666666666667
Score: 8.571666666666667
Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 32
Running with params: {'param1': 480, 'param2': 320}
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.086333333333334, Max: 12.92, Min: 7.640000000000001
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.086333333333334, Max: 12.92, Min: 7.640000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 9.086333333333334
Score: 9.086333333333334
Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 33
Running with params: {'param1': 100, 'param2': 980}
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.581999999999999, Max: 13.6, Min: 8.01
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.581999999999999, Max: 13.6, Min: 8.01
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 9.581999999999999
Score: 9.581999999999999
Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 34
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Timings: Avg: 8.664666666666669, Max: 12.33, Min: 7.26
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.664666666666669, Max: 12.33, Min: 7.26
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.664666666666669
Score: 8.664666666666669
Best-score: 8.466000000000001
Best-param: {'param1': 100, 'param2': 280}
Optimization Iteration: 35
Running with params: {'param1': 160, 'param2': 170}
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Timings: Avg: 8.460666666666667, Max: 12.0, Min: 7.08
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.460666666666667, Max: 12.0, Min: 7.08
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.460666666666667
Score: 8.460666666666667
Best-score: 8.460666666666667
Best-param: {'param1': 160, 'param2': 170}
Optimization Iteration: 36
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Timings: Avg: 8.449, Max: 12.05, Min: 7.01
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.449, Max: 12.05, Min: 7.01
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.449
Score: 8.449
Best-score: 8.449
Best-param: {'param1': 170, 'param2': 170}
Optimization Iteration: 37
Running with params: {'param1': 170, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_170_160
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Timings: Avg: 8.398, Max: 11.930000000000001, Min: 7.0600000000000005
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.398, Max: 11.930000000000001, Min: 7.0600000000000005
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.398
Score: 8.398
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 38
Running with params: {'param1': 190, 'param2': 180}
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Timings: Avg: 8.528, Max: 12.200000000000001, Min: 7.12
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.528, Max: 12.200000000000001, Min: 7.12
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.528
Score: 8.528
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 39
Running with params: {'param1': 250, 'param2': 140}
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Timings: Avg: 8.717333333333332, Max: 12.41, Min: 7.289999999999999
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.717333333333332, Max: 12.41, Min: 7.289999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.717333333333332
Score: 8.717333333333332
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 40
Running with params: {'param1': 290, 'param2': 150}
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Timings: Avg: 8.653666666666668, Max: 12.29, Min: 7.289999999999999
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.653666666666668, Max: 12.29, Min: 7.289999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.653666666666668
Score: 8.653666666666668
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 41
Running with params: {'param1': 220, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_220_200
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Timings: Avg: 8.544333333333334, Max: 12.16, Min: 7.15
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.544333333333334, Max: 12.16, Min: 7.15
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.544333333333334
Score: 8.544333333333334
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 42
Running with params: {'param1': 170, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_170_180
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Timings: Avg: 8.48, Max: 12.11, Min: 7.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.48, Max: 12.11, Min: 7.11
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.48
Score: 8.48
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 43
Running with params: {'param1': 370, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_370_240
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Timings: Avg: 8.794333333333334, Max: 12.5, Min: 7.36
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.794333333333334, Max: 12.5, Min: 7.36
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 8.794333333333334
Score: 8.794333333333334
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 44
Running with params: {'param1': 210, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_210_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.423666666666666, Max: 12.03, Min: 7.11
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.423666666666666, Max: 12.03, Min: 7.11
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 8.423666666666666
Score: 8.423666666666666
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 45
Running with params: {'param1': 210, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_210_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.467, Max: 12.07, Min: 7.1000000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.467, Max: 12.07, Min: 7.1000000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.467
Score: 8.467
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 46
Running with params: {'param1': 270, 'param2': 140}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_270_140
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.734333333333334, Max: 12.42, Min: 7.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.734333333333334, Max: 12.42, Min: 7.32
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.734333333333334
Score: 8.734333333333334
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 47
Running with params: {'param1': 970, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_970_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.794333333333332, Max: 13.93, Min: 8.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.794333333333332, Max: 13.93, Min: 8.27
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.794333333333332
Score: 9.794333333333332
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 48
Running with params: {'param1': 340, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_340_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.259333333333334, Max: 13.17, Min: 7.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.259333333333334, Max: 13.17, Min: 7.78
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.259333333333334
Score: 9.259333333333334
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 49
Running with params: {'param1': 140, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_140_150
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.464333333333332, Max: 12.100000000000001, Min: 7.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.464333333333332, Max: 12.100000000000001, Min: 7.09
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.464333333333332
Score: 8.464333333333332
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 50
Running with params: {'param1': 190, 'param2': 650}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_190_650
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.257666666666667, Max: 13.14, Min: 7.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.257666666666667, Max: 13.14, Min: 7.74
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.257666666666667
Score: 9.257666666666667
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Upto iteration 50: {'param1': 170.0, 'param2': 160.0}
Optimization Iteration: 51
Running with params: {'param1': 230, 'param2': 310}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_230_310
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.863333333333333, Max: 12.600000000000001, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.863333333333333, Max: 12.600000000000001, Min: 7.41
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.863333333333333
Score: 8.863333333333333
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 52
Running with params: {'param1': 280, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_280_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.704666666666666, Max: 12.4, Min: 7.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.704666666666666, Max: 12.4, Min: 7.33
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 8.704666666666666
Score: 8.704666666666666
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 53
Running with params: {'param1': 430, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_430_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.969666666666667, Max: 12.77, Min: 7.54
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.969666666666667, Max: 12.77, Min: 7.54
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 8.969666666666667
Score: 8.969666666666667
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 54
Running with params: {'param1': 120, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_120_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.638333333333334, Max: 12.040000000000001, Min: 7.1499999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.638333333333334, Max: 12.040000000000001, Min: 7.1499999999999995
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.638333333333334
Score: 8.638333333333334
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 55
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Overall-timings: Avg: 8.992666666666668, Max: 12.42, Min: 7.3
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Overall-timings: Avg: 8.821666666666665, Max: 12.43, Min: 7.3
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Overall-timings: Avg: 9.436666666666667, Max: 13.45, Min: 7.91
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.080666666666666, Max: 12.93, Min: 7.64
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.734666666666667, Max: 12.45, Min: 7.33
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Overall-timings: Avg: 8.527, Max: 12.22, Min: 7.140000000000001
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.693666666666669, Max: 12.34, Min: 7.3
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.860666666666667, Max: 12.620000000000001, Min: 7.449999999999999
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Overall-timings: Avg: 8.853666666666665, Max: 12.629999999999999, Min: 7.41
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.538, Max: 12.16, Min: 7.16
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.588333333333333, Max: 12.32, Min: 7.17
Variance (4.81482486096809e-35) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.481333333333334, Max: 12.08, Min: 7.109999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.398
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.449666666666667, Max: 12.07, Min: 7.09
Variance (4.81482486096809e-35) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.550666666666666, Max: 12.18, Min: 7.140000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.456999999999999, Max: 12.03, Min: 7.1000000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.398
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Optimization Iteration: 72
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.682333333333332, Max: 12.32, Min: 7.29
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.682333333333332
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Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 73
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Timings: Avg: 8.643, Max: 12.31, Min: 7.21
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.643, Max: 12.31, Min: 7.21
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 74
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Timings: Avg: 8.569666666666667, Max: 12.23, Min: 7.17
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.569666666666667, Max: 12.23, Min: 7.17
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.569666666666667
Score: 8.569666666666667
Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 75
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Overall-timings: Avg: 8.767, Max: 12.49, Min: 7.3999999999999995
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Best-param: {'param1': 170, 'param2': 160}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.439, Max: 12.01, Min: 7.0600000000000005
Variance (1.925929944387236e-34) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.552666666666665, Max: 12.2, Min: 7.19
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.678333333333335, Max: 12.379999999999999, Min: 7.289999999999999
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Optimization Iteration: 79
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.506999999999998, Max: 12.129999999999999, Min: 7.08
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Best-param: {'param1': 170, 'param2': 160}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.511333333333335, Max: 12.120000000000001, Min: 7.109999999999999
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Optimization Iteration: 81
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.709333333333332, Max: 12.360000000000001, Min: 7.29
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Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.475000000000001, Max: 12.07, Min: 7.11
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.714666666666664, Max: 12.37, Min: 7.2
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Best-score: 8.398
Best-param: {'param1': 170, 'param2': 160}
Optimization Iteration: 84
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.328333333333335, Max: 11.85, Min: 6.98
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Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 85
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Timings: Avg: 8.512999999999998, Max: 12.24, Min: 7.16
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.512999999999998, Max: 12.24, Min: 7.16
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.512999999999998
Score: 8.512999999999998
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 86
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Timings: Avg: 8.436666666666666, Max: 12.059999999999999, Min: 7.0600000000000005
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.436666666666666, Max: 12.059999999999999, Min: 7.0600000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.436666666666666
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Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 87
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Timings: Avg: 9.675000000000002, Max: 13.709999999999999, Min: 8.13
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.675000000000002, Max: 13.709999999999999, Min: 8.13
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 9.675000000000002
Score: 9.675000000000002
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 88
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Timings: Avg: 8.467666666666666, Max: 12.07, Min: 7.109999999999999
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.467666666666666, Max: 12.07, Min: 7.109999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.467666666666666
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Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 89
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Timings: Avg: 9.565999999999999, Max: 13.56, Min: 7.960000000000001
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.565999999999999, Max: 13.56, Min: 7.960000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 9.565999999999999
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 90
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Timings: Avg: 8.705333333333334, Max: 12.520000000000001, Min: 7.25
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.705333333333334, Max: 12.520000000000001, Min: 7.25
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.705333333333334
Score: 8.705333333333334
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 91
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Timings: Avg: 9.008000000000001, Max: 12.889999999999999, Min: 7.53
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.008000000000001, Max: 12.889999999999999, Min: 7.53
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 9.008000000000001
Score: 9.008000000000001
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 92
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Timings: Avg: 9.096333333333332, Max: 13.020000000000001, Min: 7.62
Passed tests : 30
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.096333333333332, Max: 13.020000000000001, Min: 7.62
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 9.096333333333332
Score: 9.096333333333332
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 93
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Timings: Avg: 8.414333333333333, Max: 12.03, Min: 7.07
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.414333333333333, Max: 12.03, Min: 7.07
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.414333333333333
Score: 8.414333333333333
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 94
Running with params: {'param1': 110, 'param2': 410}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_110_410
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.783999999999999, Max: 12.48, Min: 7.390000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.783999999999999
Score: 8.783999999999999
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 95
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Optimization Iteration: 96
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Timings: Avg: 8.445666666666666, Max: 12.05, Min: 7.06
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.445666666666666, Max: 12.05, Min: 7.06
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.445666666666666
Score: 8.445666666666666
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 97
Running with params: {'param1': 120, 'param2': 110}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.554333333333334, Max: 12.21, Min: 7.14
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.554333333333334
Score: 8.554333333333334
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 98
Running with params: {'param1': 100, 'param2': 630}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.115000000000002, Max: 12.950000000000001, Min: 7.67
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 9.115000000000002
Score: 9.115000000000002
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 99
Running with params: {'param1': 130, 'param2': 150}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.455333333333334, Max: 12.1, Min: 7.12
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.455333333333334
Score: 8.455333333333334
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 100
Running with params: {'param1': 160, 'param2': 120}
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Timings: Avg: 8.440333333333331, Max: 12.0, Min: 7.1
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.440333333333331, Max: 12.0, Min: 7.1
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.440333333333331
Score: 8.440333333333331
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Upto iteration 100: {'param1': 100.0, 'param2': 120.0}
Optimization Iteration: 101
Running with params: {'param1': 110, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_110_100
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Timings: Avg: 8.507666666666667, Max: 12.1, Min: 7.17
Passed tests : 30
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.507666666666667, Max: 12.1, Min: 7.17
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.507666666666667
Score: 8.507666666666667
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 102
Running with params: {'param1': 140, 'param2': 180}
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Timings: Avg: 8.484333333333334, Max: 12.08, Min: 7.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.484333333333334, Max: 12.08, Min: 7.09
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.484333333333334
Score: 8.484333333333334
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 103
Running with params: {'param1': 100, 'param2': 190}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_100_190
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Timings: Avg: 8.474, Max: 12.040000000000001, Min: 7.06
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.474, Max: 12.040000000000001, Min: 7.06
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.474
Score: 8.474
Best-score: 8.328333333333335
Best-param: {'param1': 100, 'param2': 120}
Optimization Iteration: 104
Running with params: {'param1': 120, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_120_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.327000000000002, Max: 11.87, Min: 6.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.327000000000002, Max: 11.87, Min: 6.99
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 8.327000000000002
Score: 8.327000000000002
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 105
Running with params: {'param1': 130, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_130_120
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.382333333333333, Max: 11.950000000000001, Min: 7.08
Passed tests : 30
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.382333333333333, Max: 11.950000000000001, Min: 7.08
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.382333333333333
Score: 8.382333333333333
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 106
Running with params: {'param1': 130, 'param2': 150}
Optimization Iteration: 107
Running with params: {'param1': 680, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_680_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.400666666666666, Max: 13.39, Min: 7.88
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.400666666666666, Max: 13.39, Min: 7.88
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 9.400666666666666
Score: 9.400666666666666
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 108
Running with params: {'param1': 120, 'param2': 530}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_120_530
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.976666666666667, Max: 12.76, Min: 7.55
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.976666666666667, Max: 12.76, Min: 7.55
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.976666666666667
Score: 8.976666666666667
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 109
Running with params: {'param1': 150, 'param2': 330}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_150_330
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Timings: Avg: 8.680333333333332, Max: 12.4, Min: 7.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.680333333333332, Max: 12.4, Min: 7.22
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.680333333333332
Score: 8.680333333333332
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 110
Running with params: {'param1': 190, 'param2': 720}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_190_720
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Timings: Avg: 9.292333333333335, Max: 13.24, Min: 7.83
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.292333333333335, Max: 13.24, Min: 7.83
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 9.292333333333335
Score: 9.292333333333335
Best-score: 8.327000000000002
Best-param: {'param1': 120, 'param2': 120}
Optimization Iteration: 111
Running with params: {'param1': 110, 'param2': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_110_120
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Timings: Avg: 8.325333333333335, Max: 11.85, Min: 6.96
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.325333333333335, Max: 11.85, Min: 6.96
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.325333333333335
Score: 8.325333333333335
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 112
Running with params: {'param1': 110, 'param2': 990}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_110_990
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Timings: Avg: 9.693999999999999, Max: 13.780000000000001, Min: 8.17
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.693999999999999, Max: 13.780000000000001, Min: 8.17
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 9.693999999999999
Score: 9.693999999999999
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 113
Running with params: {'param1': 800, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_800_100
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Timings: Avg: 9.523, Max: 13.549999999999999, Min: 7.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.523, Max: 13.549999999999999, Min: 7.97
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.523
Score: 9.523
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Overall-timings: Avg: 9.132333333333333, Max: 13.01, Min: 7.640000000000001
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Overall-timings: Avg: 8.455, Max: 12.040000000000001, Min: 7.07
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Overall-timings: Avg: 8.848666666666668, Max: 12.600000000000001, Min: 7.43
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.411333333333335, Max: 11.940000000000001, Min: 7.050000000000001
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Overall-timings: Avg: 8.892666666666665, Max: 12.64, Min: 7.43
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Overall-timings: Avg: 8.577666666666666, Max: 12.26, Min: 7.18
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.511999999999999, Max: 12.16, Min: 7.2
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Overall-timings: Avg: 8.618, Max: 12.27, Min: 7.2
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-param: {'param1': 110, 'param2': 120}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.450999999999999, Max: 12.02, Min: 7.08
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Best-param: {'param1': 110, 'param2': 120}
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Timings: Avg: 8.805, Max: 12.540000000000001, Min: 7.44
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.805, Max: 12.540000000000001, Min: 7.44
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Timings: Avg: 9.064, Max: 12.67, Min: 7.5
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.064, Max: 12.67, Min: 7.5
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 126
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Optimization Iteration: 127
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.950666666666667, Max: 12.360000000000001, Min: 7.28
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.707333333333334, Max: 12.370000000000001, Min: 7.27
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.707333333333334
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Best-score: 8.325333333333335
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Optimization Iteration: 129
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.05, Max: 12.91, Min: 7.61
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
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Optimization Iteration: 130
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updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.546999999999999, Max: 12.18, Min: 7.140000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 131
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Timings: Avg: 9.576, Max: 13.610000000000001, Min: 8.06
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.576, Max: 13.610000000000001, Min: 8.06
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 9.576
Score: 9.576
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 132
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Timings: Avg: 9.044333333333332, Max: 12.83, Min: 7.61
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.044333333333332, Max: 12.83, Min: 7.61
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 9.044333333333332
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 133
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Timings: Avg: 8.855666666666666, Max: 12.559999999999999, Min: 7.47
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.855666666666666, Max: 12.559999999999999, Min: 7.47
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 134
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.442666666666666, Max: 12.01, Min: 7.06
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Best-param: {'param1': 110, 'param2': 120}
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Overall-timings: Avg: 9.613, Max: 13.6, Min: 8.059999999999999
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Optimization Iteration: 137
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Optimization Iteration: 138
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.553333333333333, Max: 12.18, Min: 7.16
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.621666666666668, Max: 12.32, Min: 7.24
Variance (4.81482486096809e-35) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.521333333333335, Max: 12.19, Min: 7.140000000000001
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.266, Max: 13.2, Min: 7.72
Variance (4.81482486096809e-35) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.542, Max: 12.22, Min: 7.16
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 143
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.934, Max: 12.72, Min: 7.529999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 144
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Optimization Iteration: 145
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.547333333333334, Max: 12.2, Min: 7.12
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Optimization Iteration: 148
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Timings: Avg: 8.326, Max: 11.84, Min: 6.96
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.326, Max: 11.84, Min: 6.96
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 149
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Optimization Iteration: 151
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Optimization Iteration: 152
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.637666666666668, Max: 12.34, Min: 7.24
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.637666666666668
Score: 8.637666666666668
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 153
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Timings: Avg: 8.426333333333334, Max: 12.02, Min: 7.07
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.426333333333334, Max: 12.02, Min: 7.07
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.426333333333334
Score: 8.426333333333334
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 154
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Timings: Avg: 8.495666666666667, Max: 12.16, Min: 7.09
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.495666666666667, Max: 12.16, Min: 7.09
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 8.495666666666667
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 155
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Timings: Avg: 8.433, Max: 12.059999999999999, Min: 7.04
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.433, Max: 12.059999999999999, Min: 7.04
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.433
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 156
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Timings: Avg: 8.636, Max: 12.36, Min: 7.26
Passed tests : 30
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updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.636, Max: 12.36, Min: 7.26
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.636
Score: 8.636
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 157
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Timings: Avg: 8.456999999999999, Max: 12.03, Min: 7.04
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.456999999999999, Max: 12.03, Min: 7.04
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.456999999999999
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 158
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Timings: Avg: 8.520666666666667, Max: 12.190000000000001, Min: 7.18
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.520666666666667, Max: 12.190000000000001, Min: 7.18
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.520666666666667
Score: 8.520666666666667
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 159
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.597000000000001, Max: 12.25, Min: 7.21
Variance (1.925929944387236e-34) too small, using delta distribution
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.570666666666666, Max: 12.17, Min: 7.19
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.680333333333333, Max: 12.36, Min: 7.24
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.382000000000001, Max: 11.94, Min: 7.04
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.600666666666665, Max: 12.25, Min: 7.170000000000001
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.540999999999999, Max: 12.17, Min: 7.14
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.464333333333334, Max: 12.08, Min: 7.08
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.463333333333333, Max: 12.020000000000001, Min: 7.09
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Best-param: {'param1': 110, 'param2': 120}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.630666666666665, Max: 12.270000000000001, Min: 7.25
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Optimization Iteration: 173
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Optimization Iteration: 174
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Timings: Avg: 8.719000000000001, Max: 12.450000000000001, Min: 7.3
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.719000000000001, Max: 12.450000000000001, Min: 7.3
Variance (4.81482486096809e-35) too small, using delta distribution
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Timings: Avg: 8.642666666666667, Max: 12.270000000000001, Min: 7.19
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.642666666666667, Max: 12.270000000000001, Min: 7.19
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.642666666666667
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
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Optimization Iteration: 178
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.631666666666668, Max: 12.32, Min: 7.21
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.631666666666668, Max: 12.32, Min: 7.21
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.631666666666668
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 179
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Timings: Avg: 8.354333333333333, Max: 11.91, Min: 6.9799999999999995
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.354333333333333, Max: 11.91, Min: 6.9799999999999995
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 180
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Timings: Avg: 8.616666666666665, Max: 12.3, Min: 7.22
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.616666666666665, Max: 12.3, Min: 7.22
Variance (0.0) too small, using delta distribution
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Runtime: 8.616666666666665
Score: 8.616666666666665
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 181
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Timings: Avg: 8.491333333333332, Max: 12.03, Min: 7.1
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updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.491333333333332, Max: 12.03, Min: 7.1
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.491333333333332
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Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 182
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.294666666666668, Max: 13.17, Min: 7.8
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.294666666666668, Max: 13.17, Min: 7.8
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 9.294666666666668
Score: 9.294666666666668
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 183
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Timings: Avg: 8.687333333333333, Max: 12.24, Min: 7.210000000000001
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.687333333333333, Max: 12.24, Min: 7.210000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.687333333333333
Score: 8.687333333333333
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 184
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_260_250
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Timings: Avg: 8.99, Max: 12.49, Min: 7.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.99, Max: 12.49, Min: 7.47
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.99
Score: 8.99
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 185
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Optimization Iteration: 186
Running with params: {'param1': 350, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_350_150
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Timings: Avg: 8.829, Max: 12.54, Min: 7.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.829, Max: 12.54, Min: 7.41
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.829
Score: 8.829
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 187
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Optimization Iteration: 188
Running with params: {'param1': 500, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_500_130
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Timings: Avg: 9.025666666666668, Max: 12.81, Min: 7.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.025666666666668, Max: 12.81, Min: 7.58
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.025666666666668
Score: 9.025666666666668
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 189
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Optimization Iteration: 191
Running with params: {'param1': 990, 'param2': 180}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_990_180
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Timings: Avg: 9.733, Max: 13.770000000000001, Min: 8.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.733, Max: 13.770000000000001, Min: 8.19
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 9.733
Score: 9.733
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 192
Running with params: {'param1': 140, 'param2': 470}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_140_470
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Timings: Avg: 8.993, Max: 12.83, Min: 7.51
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.993, Max: 12.83, Min: 7.51
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.993
Score: 8.993
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 193
Running with params: {'param1': 390, 'param2': 240}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_390_240
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Timings: Avg: 8.856666666666667, Max: 12.57, Min: 7.42
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.856666666666667, Max: 12.57, Min: 7.42
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.856666666666667
Score: 8.856666666666667
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 194
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Optimization Iteration: 195
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_670_140
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Timings: Avg: 9.348, Max: 13.309999999999999, Min: 7.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.348, Max: 13.309999999999999, Min: 7.84
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 9.348
Score: 9.348
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 196
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_160_160
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Timings: Avg: 8.347666666666665, Max: 11.92, Min: 6.970000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.347666666666665, Max: 11.92, Min: 6.970000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
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Probabilty of failure: 0.0
Runtime: 8.347666666666665
Score: 8.347666666666665
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 197
Running with params: {'param1': 110, 'param2': 430}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_110_430
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Timings: Avg: 8.880333333333335, Max: 12.66, Min: 7.41
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.880333333333335, Max: 12.66, Min: 7.41
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.880333333333335
Score: 8.880333333333335
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 198
Running with params: {'param1': 180, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_180_130
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.539333333333333, Max: 12.200000000000001, Min: 7.15
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.539333333333333, Max: 12.200000000000001, Min: 7.15
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 8.539333333333333
Score: 8.539333333333333
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Optimization Iteration: 199
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 200
Running with params: {'param1': 560, 'param2': 210}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597604317/assert_1773650_560_210
Launching 30 jobs, 15 in parallel
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Timings: Avg: 9.107333333333335, Max: 13.01, Min: 7.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.107333333333335, Max: 13.01, Min: 7.68
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.107333333333335
Score: 9.107333333333335
Best-score: 8.325333333333335
Best-param: {'param1': 110, 'param2': 120}
Upto iteration 200: {'param1': 110.0, 'param2': 120.0}
Breaking...
{'param1': 110.0, 'param2': 120.0}
Best score: 8.325333333333335
Repeated params: 26
Trials: 201
Best param {'param1': 110.0, 'param2': 120.0}
Reduction: 23.06317961987491%
Speedup: 1.2997677770659828x
Optimizer time: 3757.404315471649
