Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_improper_normal
Params: param1,138,35,ParamType.ITER,1000
param2,138,53,ParamType.ITER,500
Assertion: assert_allclose(jnp.mean(samples['loc'], 0), true_coef, atol=0.05)
Original runtime: 13.732
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 1000, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_1000_500
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Timings: Avg: 9.434, Max: 13.16, Min: 7.7700000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.434, Max: 13.16, Min: 7.7700000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.434
Score: 9.434
Best-score: 9.434
Best-param: {'param1': 1000, 'param2': 500}
>>Setting original runtime to 9.434
Optimization Iteration: 1
Running with params: {'param1': 690, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_690_600
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Timings: Avg: 8.935333333333334, Max: 12.67, Min: 7.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.935333333333334, Max: 12.67, Min: 7.44
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.935333333333334
Score: 8.935333333333334
Best-score: 8.935333333333334
Best-param: {'param1': 690, 'param2': 600}
Optimization Iteration: 2
Running with params: {'param1': 200, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_200_700
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Timings: Avg: 8.359666666666666, Max: 11.86, Min: 6.949999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.359666666666666, Max: 11.86, Min: 6.949999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.359666666666666
Score: 8.359666666666666
Best-score: 8.359666666666666
Best-param: {'param1': 200, 'param2': 700}
Optimization Iteration: 3
Running with params: {'param1': 110, 'param2': 730}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_110_730
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Timings: Avg: 8.261333333333335, Max: 11.729999999999999, Min: 6.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.261333333333335, Max: 11.729999999999999, Min: 6.9
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.261333333333335
Score: 8.261333333333335
Best-score: 8.261333333333335
Best-param: {'param1': 110, 'param2': 730}
Optimization Iteration: 4
Running with params: {'param1': 310, 'param2': 930}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_310_930
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Timings: Avg: 8.866333333333333, Max: 12.62, Min: 7.449999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.866333333333333, Max: 12.62, Min: 7.449999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.866333333333333
Score: 8.866333333333333
Best-score: 8.261333333333335
Best-param: {'param1': 110, 'param2': 730}
Optimization Iteration: 5
Running with params: {'param1': 160, 'param2': 390}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_160_390
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Timings: Avg: 7.847666666666667, Max: 11.120000000000001, Min: 6.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.847666666666667, Max: 11.120000000000001, Min: 6.49
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.847666666666667
Score: 7.847666666666667
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 6
Running with params: {'param1': 900, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_900_300
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Timings: Avg: 8.801333333333332, Max: 12.48, Min: 7.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.801333333333332, Max: 12.48, Min: 7.39
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.801333333333332
Score: 8.801333333333332
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 7
Running with params: {'param1': 290, 'param2': 310}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_290_310
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Timings: Avg: 7.895, Max: 11.21, Min: 6.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.895, Max: 11.21, Min: 6.57
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.895
Score: 7.895
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 8
Running with params: {'param1': 130, 'param2': 510}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_130_510
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Timings: Avg: 8.011999999999999, Max: 11.4, Min: 6.67
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.011999999999999, Max: 11.4, Min: 6.67
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.011999999999999
Score: 8.011999999999999
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 9
Running with params: {'param1': 200, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_200_400
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Timings: Avg: 7.928333333333332, Max: 11.27, Min: 6.640000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.928333333333332, Max: 11.27, Min: 6.640000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.928333333333332
Score: 7.928333333333332
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 10
Running with params: {'param1': 230, 'param2': 640}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_230_640
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Timings: Avg: 8.304333333333334, Max: 11.8, Min: 6.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.304333333333334, Max: 11.8, Min: 6.98
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.304333333333334
Score: 8.304333333333334
Best-score: 7.847666666666667
Best-param: {'param1': 160, 'param2': 390}
Optimization Iteration: 11
Running with params: {'param1': 110, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_110_110
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Timings: Avg: 7.358666666666666, Max: 10.4, Min: 6.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.358666666666666, Max: 10.4, Min: 6.12
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.358666666666666
Score: 7.358666666666666
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 12
Running with params: {'param1': 270, 'param2': 640}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_270_640
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Timings: Avg: 8.367, Max: 11.86, Min: 7.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.367, Max: 11.86, Min: 7.02
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.367
Score: 8.367
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 13
Running with params: {'param1': 220, 'param2': 450}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_220_450
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Timings: Avg: 8.052666666666667, Max: 11.42, Min: 6.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.052666666666667, Max: 11.42, Min: 6.74
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.052666666666667
Score: 8.052666666666667
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 14
Running with params: {'param1': 160, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_160_600
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Timings: Avg: 8.178333333333335, Max: 11.58, Min: 6.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.178333333333335, Max: 11.58, Min: 6.83
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.178333333333335
Score: 8.178333333333335
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 15
Running with params: {'param1': 710, 'param2': 220}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_710_220
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Timings: Avg: 8.421666666666667, Max: 11.89, Min: 7.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.421666666666667, Max: 11.89, Min: 7.07
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.421666666666667
Score: 8.421666666666667
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 16
Running with params: {'param1': 240, 'param2': 820}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_240_820
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Timings: Avg: 8.632333333333333, Max: 12.22, Min: 7.220000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.632333333333333, Max: 12.22, Min: 7.220000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.632333333333333
Score: 8.632333333333333
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 17
Running with params: {'param1': 130, 'param2': 940}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_130_940
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Timings: Avg: 8.652333333333335, Max: 12.24, 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: 8.652333333333335, Max: 12.24, 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: 8.652333333333335
Score: 8.652333333333335
Best-score: 7.358666666666666
Best-param: {'param1': 110, 'param2': 110}
Optimization Iteration: 18
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Overall-timings: Avg: 8.392000000000001, Max: 11.9, Min: 6.99
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Optimization Iteration: 19
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Overall-timings: Avg: 9.071333333333333, Max: 12.77, Min: 7.62
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.632666666666665, Max: 12.23, Min: 7.26
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.925666666666667, Max: 11.25, Min: 6.56
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Optimization Iteration: 22
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.507666666666665, Max: 10.67, Min: 6.29
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Optimization Iteration: 23
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.287999999999999, Max: 10.44, Min: 6.0600000000000005
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.802000000000001, Max: 11.1, Min: 6.52
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.352000000000001, Max: 10.53, Min: 6.16
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Overall-timings: Avg: 7.404, Max: 10.58, Min: 6.18
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Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 27
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.848666666666667, Max: 11.209999999999999, Min: 6.6
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 28
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.608333333333334, Max: 10.76, Min: 6.300000000000001
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Best-score: 7.287999999999999
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Optimization Iteration: 29
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.960999999999999, Max: 11.36, Min: 6.680000000000001
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Best-score: 7.287999999999999
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Optimization Iteration: 30
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.487333333333334, Max: 10.63, Min: 6.27
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
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Optimization Iteration: 31
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Optimization Iteration: 32
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.475999999999999, Max: 10.64, Min: 6.2
Variance (1.925929944387236e-34) too small, using delta distribution
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Optimization Iteration: 33
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.669666666666667, Max: 10.95, Min: 6.3999999999999995
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.669666666666667
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 34
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.060666666666668, Max: 11.49, Min: 6.7299999999999995
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 35
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Timings: Avg: 7.4799999999999995, Max: 10.59, Min: 6.23
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.4799999999999995, Max: 10.59, Min: 6.23
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 7.287999999999999
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Optimization Iteration: 36
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.744999999999999, Max: 11.040000000000001, Min: 6.41
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 37
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Overall-timings: Avg: 7.837999999999998, Max: 11.15, Min: 6.54
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Runtime: 7.837999999999998
Score: 7.837999999999998
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 38
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.628, Max: 10.81, Min: 6.37
Variance (1.925929944387236e-34) too small, using delta distribution
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Score: 7.628
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 39
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Optimization Iteration: 40
Running with params: {'param1': 120, 'param2': 190}
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.479333333333332, Max: 10.68, Min: 6.26
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 7.479333333333332
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 41
Running with params: {'param1': 760, 'param2': 190}
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.423333333333334, Max: 11.93, Min: 7.1
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 8.423333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 42
Running with params: {'param1': 280, 'param2': 120}
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.617999999999999, Max: 10.83, Min: 6.33
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 7.617999999999999
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 43
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.838333333333334, Max: 11.15, Min: 6.53
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.838333333333334
Score: 7.838333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 44
Running with params: {'param1': 330, 'param2': 530}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.363999999999999, Max: 11.78, Min: 6.9799999999999995
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 8.363999999999999
Score: 8.363999999999999
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 45
Running with params: {'param1': 260, 'param2': 100}
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Timings: Avg: 7.621666666666666, Max: 10.77, Min: 6.32
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.621666666666666, Max: 10.77, Min: 6.32
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.621666666666666
Score: 7.621666666666666
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 46
Running with params: {'param1': 220, 'param2': 140}
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Timings: Avg: 7.628, Max: 10.92, Min: 6.359999999999999
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.628, Max: 10.92, Min: 6.359999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.628
Score: 7.628
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 47
Running with params: {'param1': 120, 'param2': 210}
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Timings: Avg: 7.521000000000001, Max: 10.66, Min: 6.29
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.521000000000001, Max: 10.66, Min: 6.29
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.521000000000001
Score: 7.521000000000001
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 48
Running with params: {'param1': 160, 'param2': 120}
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Timings: Avg: 7.436333333333334, Max: 10.56, Min: 6.210000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.436333333333334, Max: 10.56, Min: 6.210000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.436333333333334
Score: 7.436333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 49
Running with params: {'param1': 370, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_370_300
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Timings: Avg: 8.013000000000002, Max: 11.35, Min: 6.72
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: 8.013000000000002, Max: 11.35, Min: 6.72
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 8.013000000000002
Score: 8.013000000000002
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 50
Running with params: {'param1': 250, 'param2': 150}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_250_150
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Timings: Avg: 7.591333333333335, Max: 10.75, Min: 6.34
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.591333333333335, Max: 10.75, Min: 6.34
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.591333333333335
Score: 7.591333333333335
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Upto iteration 50: {'param1': 100.0, 'param2': 100.0}
Optimization Iteration: 51
Running with params: {'param1': 110, 'param2': 280}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_110_280
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Timings: Avg: 7.586333333333333, Max: 10.790000000000001, Min: 6.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.586333333333333, Max: 10.790000000000001, Min: 6.42
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.586333333333333
Score: 7.586333333333333
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 52
Running with params: {'param1': 130, 'param2': 390}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_130_390
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Timings: Avg: 7.801666666666666, Max: 11.07, Min: 6.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.801666666666666, Max: 11.07, Min: 6.46
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.801666666666666
Score: 7.801666666666666
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 53
Running with params: {'param1': 150, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_150_110
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Timings: Avg: 7.417333333333334, Max: 10.57, Min: 6.15
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.417333333333334, Max: 10.57, Min: 6.15
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.417333333333334
Score: 7.417333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 54
Running with params: {'param1': 210, 'param2': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_210_170
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.575666666666667, Max: 10.78, Min: 6.319999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.575666666666667, Max: 10.78, Min: 6.319999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 7.575666666666667
Score: 7.575666666666667
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 55
Running with params: {'param1': 480, 'param2': 540}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_480_540
Launching 30 jobs, 15 in parallel
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Timings: Avg: 8.706666666666667, Max: 12.22, Min: 7.18
Passed tests : 30
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Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.706666666666667, Max: 12.22, Min: 7.18
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.706666666666667
Score: 8.706666666666667
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 56
Running with params: {'param1': 180, 'param2': 130}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_180_130
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Timings: Avg: 7.565333333333332, Max: 10.74, Min: 6.34
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: 7.565333333333332, Max: 10.74, Min: 6.34
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.565333333333332
Score: 7.565333333333332
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 57
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.193666666666667, Max: 11.58, Min: 6.86
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Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 58
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.325999999999999, Max: 13.2, Min: 7.85
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 59
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.583, Max: 10.74, Min: 6.32
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 7.583
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 60
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.866000000000003, Max: 12.34, Min: 7.359999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 61
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.537666666666667, Max: 11.78, Min: 6.97
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 62
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.709999999999999, Max: 11.99, Min: 7.17
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 8.709999999999999
Score: 8.709999999999999
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 63
Running with params: {'param1': 100, 'param2': 230}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.516333333333334, Max: 10.66, Min: 6.279999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.516333333333334
Score: 7.516333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 64
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.659000000000001, Max: 10.86, Min: 6.42
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.659000000000001
Score: 7.659000000000001
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 65
Running with params: {'param1': 120, 'param2': 360}
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Timings: Avg: 7.765333333333334, Max: 11.030000000000001, Min: 6.52
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.765333333333334, Max: 11.030000000000001, Min: 6.52
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.765333333333334
Score: 7.765333333333334
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 66
Running with params: {'param1': 100, 'param2': 110}
Optimization Iteration: 67
Running with params: {'param1': 130, 'param2': 100}
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Timings: Avg: 7.386666666666668, Max: 10.56, Min: 6.140000000000001
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: 7.386666666666668, Max: 10.56, Min: 6.140000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 7.386666666666668
Score: 7.386666666666668
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 68
Running with params: {'param1': 100, 'param2': 120}
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Timings: Avg: 7.332000000000002, Max: 10.450000000000001, Min: 6.11
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: 7.332000000000002, Max: 10.450000000000001, Min: 6.11
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.332000000000002
Score: 7.332000000000002
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 69
Running with params: {'param1': 150, 'param2': 160}
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Timings: Avg: 7.473999999999999, Max: 10.66, Min: 6.25
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.473999999999999, Max: 10.66, Min: 6.25
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.473999999999999
Score: 7.473999999999999
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 70
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Timings: Avg: 7.350666666666668, Max: 10.49, Min: 6.13
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.350666666666668, Max: 10.49, Min: 6.13
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 7.350666666666668
Score: 7.350666666666668
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 71
Running with params: {'param1': 130, 'param2': 130}
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Timings: Avg: 7.447666666666666, Max: 10.6, Min: 6.220000000000001
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.447666666666666, Max: 10.6, Min: 6.220000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.447666666666666
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 72
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Optimization Iteration: 73
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Timings: Avg: 7.540666666666666, Max: 10.67, Min: 6.32
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.540666666666666, Max: 10.67, Min: 6.32
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.540666666666666
Score: 7.540666666666666
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 74
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Timings: Avg: 7.424666666666666, Max: 10.57, Min: 6.220000000000001
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updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.424666666666666, Max: 10.57, Min: 6.220000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
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Runtime: 7.424666666666666
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 75
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Timings: Avg: 7.455666666666667, Max: 10.620000000000001, Min: 6.239999999999999
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.455666666666667, Max: 10.620000000000001, Min: 6.239999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.455666666666667
Score: 7.455666666666667
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 76
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Timings: Avg: 7.6160000000000005, Max: 10.76, Min: 6.37
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.6160000000000005, Max: 10.76, Min: 6.37
Variance (1.925929944387236e-34) too small, using delta distribution
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Runtime: 7.6160000000000005
Score: 7.6160000000000005
Best-score: 7.287999999999999
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Optimization Iteration: 77
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.705666666666667, Max: 10.920000000000002, Min: 6.4399999999999995
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Overall-timings: Avg: 7.477333333333332, Max: 10.57, Min: 6.23
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.103, Max: 11.55, Min: 6.77
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Overall-timings: Avg: 8.538, Max: 12.0, Min: 7.16
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Overall-timings: Avg: 7.913, Max: 11.26, Min: 6.58
Variance (1.925929944387236e-34) too small, using delta distribution
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Overall-timings: Avg: 8.598, Max: 12.17, Min: 7.239999999999999
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.7476666666666665, Max: 10.82, Min: 6.45
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Best-score: 7.287999999999999
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.752666666666667, Max: 11.01, Min: 6.46
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Best-score: 7.287999999999999
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Optimization Iteration: 89
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.658333333333332, Max: 10.84, Min: 6.35
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 90
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.616666666666668, Max: 10.790000000000001, Min: 6.33
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 91
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.876666666666667, Max: 11.14, Min: 6.54
Variance (4.81482486096809e-35) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 92
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.586333333333332, Max: 10.780000000000001, Min: 6.33
Variance (4.81482486096809e-35) too small, using delta distribution
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Score: 7.586333333333332
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 93
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Optimization Iteration: 94
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Timings: Avg: 7.641666666666667, Max: 10.81, Min: 6.38
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.641666666666667, Max: 10.81, Min: 6.38
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 95
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Timings: Avg: 7.692333333333335, Max: 10.88, Min: 6.390000000000001
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.692333333333335, Max: 10.88, Min: 6.390000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
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Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 96
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Timings: Avg: 7.494, Max: 10.629999999999999, Min: 6.2299999999999995
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 7.494, Max: 10.629999999999999, Min: 6.2299999999999995
Variance (1.925929944387236e-34) too small, using delta distribution
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Score: 7.494
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 97
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Timings: Avg: 7.639666666666668, Max: 10.63, Min: 6.26
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.639666666666668, Max: 10.63, Min: 6.26
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.639666666666668
Score: 7.639666666666668
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 98
Running with params: {'param1': 100, 'param2': 480}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_100_480
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Timings: Avg: 7.897666666666667, Max: 11.26, Min: 6.590000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.897666666666667, Max: 11.26, Min: 6.590000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.897666666666667
Score: 7.897666666666667
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 99
Running with params: {'param1': 130, 'param2': 160}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_130_160
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.492000000000002, Max: 10.58, Min: 6.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.492000000000002, Max: 10.58, Min: 6.33
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.492000000000002
Score: 7.492000000000002
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Optimization Iteration: 100
Running with params: {'param1': 350, 'param2': 110}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597599533/assert_54111518_350_110
Launching 30 jobs, 15 in parallel
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Timings: Avg: 7.797000000000001, Max: 11.020000000000001, Min: 6.5200000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.797000000000001, Max: 11.020000000000001, Min: 6.5200000000000005
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.797000000000001
Score: 7.797000000000001
Best-score: 7.287999999999999
Best-param: {'param1': 100, 'param2': 100}
Upto iteration 100: {'param1': 100.0, 'param2': 100.0}
Breaking...
{'param1': 100.0, 'param2': 100.0}
Best score: 7.287999999999999
Repeated params: 6
Trials: 101
Best param {'param1': 100.0, 'param2': 100.0}
Reduction: 22.747509009963963%
Speedup: 1.294456641053787x
Optimizer time: 1829.711716413498
