Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_beta_bernoulli_x64
Params: param1,146,75,ParamType.ITER,500
param2,146,80,ParamType.ITER,20000
Assertion: assert_allclose(jnp.mean(samples['p_latent'], 0), true_probs, atol=0.05)
Original runtime: 54.668
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 500, 'param2': 20000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_500_20000
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Timings: Avg: 36.466, Max: 55.26, Min: 30.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.466, Max: 55.26, Min: 30.2
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.466
Score: 36.466
Best-score: 36.466
Best-param: {'param1': 500, 'param2': 20000}
>>Setting original runtime to 36.466
Optimization Iteration: 1
Running with params: {'param1': 130, 'param2': 14200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_14200
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Timings: Avg: 35.185333333333325, Max: 53.34, Min: 29.220000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.185333333333325, Max: 53.34, Min: 29.220000000000002
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.185333333333325
Score: 35.185333333333325
Best-score: 35.185333333333325
Best-param: {'param1': 130, 'param2': 14200}
Optimization Iteration: 2
Running with params: {'param1': 100, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_700
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Timings: Avg: 29.039999999999996, Max: 43.800000000000004, Min: 24.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.039999999999996, Max: 43.800000000000004, Min: 24.19
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.039999999999996
Score: 29.039999999999996
Best-score: 29.039999999999996
Best-param: {'param1': 100, 'param2': 700}
Optimization Iteration: 3
Running with params: {'param1': 240, 'param2': 12400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_240_12400
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Timings: Avg: 34.553, Max: 52.300000000000004, Min: 28.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.553, Max: 52.300000000000004, Min: 28.61
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.553
Score: 34.553
Best-score: 29.039999999999996
Best-param: {'param1': 100, 'param2': 700}
Optimization Iteration: 4
Running with params: {'param1': 390, 'param2': 16600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_390_16600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 36.050666666666665, Max: 54.71, Min: 29.970000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 36.050666666666665, Max: 54.71, Min: 29.970000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.050666666666665
Score: 36.050666666666665
Best-score: 29.039999999999996
Best-param: {'param1': 100, 'param2': 700}
Optimization Iteration: 5
Running with params: {'param1': 120, 'param2': 1300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_120_1300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.21766666666667, Max: 43.9, Min: 24.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.21766666666667, Max: 43.9, Min: 24.21
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.21766666666667
Score: 29.21766666666667
Best-score: 29.039999999999996
Best-param: {'param1': 100, 'param2': 700}
Optimization Iteration: 6
Running with params: {'param1': 170, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_170_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.818666666666665, Max: 43.28, Min: 24.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.818666666666665, Max: 43.28, Min: 24.01
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.818666666666665
Score: 28.818666666666665
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 7
Running with params: {'param1': 260, 'param2': 7200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_260_7200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.89266666666667, Max: 48.059999999999995, Min: 26.49
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.89266666666667, Max: 48.059999999999995, Min: 26.49
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.89266666666667
Score: 31.89266666666667
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 8
Running with params: {'param1': 400, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_400_1000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.209333333333337, Max: 43.93, Min: 24.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.209333333333337, Max: 43.93, Min: 24.32
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.209333333333337
Score: 29.209333333333337
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 9
Running with params: {'param1': 310, 'param2': 16500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_310_16500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.98533333333333, Max: 54.54, Min: 29.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.98533333333333, Max: 54.54, Min: 29.91
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.98533333333333
Score: 35.98533333333333
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 10
Running with params: {'param1': 440, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_440_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.94533333333334, Max: 43.52, Min: 24.060000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.94533333333334, Max: 43.52, Min: 24.060000000000002
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.94533333333334
Score: 28.94533333333334
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 11
Running with params: {'param1': 320, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_320_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.64166666666667, Max: 43.63, Min: 24.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.64166666666667, Max: 43.63, Min: 24.06
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.64166666666667
Score: 29.64166666666667
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 12
Running with params: {'param1': 210, 'param2': 1300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_210_1300
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Timings: Avg: 29.300666666666665, Max: 44.160000000000004, Min: 24.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.300666666666665, Max: 44.160000000000004, Min: 24.38
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.300666666666665
Score: 29.300666666666665
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 13
Running with params: {'param1': 340, 'param2': 3500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_340_3500
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Timings: Avg: 30.461333333333336, Max: 45.84, Min: 25.220000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.461333333333336, Max: 45.84, Min: 25.220000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.461333333333336
Score: 30.461333333333336
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 14
Running with params: {'param1': 140, 'param2': 3300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_3300
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 30.21433333333334, Max: 45.49, Min: 25.09
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.21433333333334
Score: 30.21433333333334
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 15
Running with params: {'param1': 340, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_340_1000
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.289666666666673, Max: 44.03, Min: 24.32
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.289666666666673
Score: 29.289666666666673
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 16
Running with params: {'param1': 420, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_420_1800
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.509999999999994, Max: 44.38, Min: 24.51
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.509999999999994
Score: 29.509999999999994
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 17
Running with params: {'param1': 100, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_500
Launching 30 jobs, 15 in parallel
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Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.953333333333333, Max: 43.54, Min: 24.16
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.953333333333333
Score: 28.953333333333333
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 18
Running with params: {'param1': 150, 'param2': 7500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_7500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.23833333333333, Max: 48.6, Min: 26.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.23833333333333, Max: 48.6, Min: 26.78
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.23833333333333
Score: 32.23833333333333
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 19
Running with params: {'param1': 370, 'param2': 9200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_370_9200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 32.882, Max: 49.58, Min: 27.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.882, Max: 49.58, Min: 27.23
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.882
Score: 32.882
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 20
Running with params: {'param1': 330, 'param2': 14400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_330_14400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.86466666666667, Max: 52.84, Min: 28.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.86466666666667, Max: 52.84, Min: 28.91
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.86466666666667
Score: 34.86466666666667
Best-score: 28.818666666666665
Best-param: {'param1': 170, 'param2': 200}
Optimization Iteration: 21
Running with params: {'param1': 180, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_180_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.795333333333335, Max: 43.27, Min: 23.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.795333333333335, Max: 43.27, Min: 23.92
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.795333333333335
Score: 28.795333333333335
Best-score: 28.795333333333335
Best-param: {'param1': 180, 'param2': 100}
Optimization Iteration: 22
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 23
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 24
Running with params: {'param1': 200, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_200_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.842333333333332, Max: 43.400000000000006, Min: 24.040000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.842333333333332, Max: 43.400000000000006, Min: 24.040000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.842333333333332
Score: 28.842333333333332
Best-score: 28.795333333333335
Best-param: {'param1': 180, 'param2': 100}
Optimization Iteration: 25
Running with params: {'param1': 270, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_270_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.967, Max: 43.53, Min: 24.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.967, Max: 43.53, Min: 24.1
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.967
Score: 28.967
Best-score: 28.795333333333335
Best-param: {'param1': 180, 'param2': 100}
Optimization Iteration: 26
Running with params: {'param1': 190, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_190_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.783666666666665, Max: 43.239999999999995, Min: 23.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.783666666666665, Max: 43.239999999999995, Min: 23.93
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.783666666666665
Score: 28.783666666666665
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 27
Running with params: {'param1': 160, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.903666666666663, Max: 43.46, Min: 23.979999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.903666666666663, Max: 43.46, Min: 23.979999999999997
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.903666666666663
Score: 28.903666666666663
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 28
Running with params: {'param1': 490, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_490_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.93366666666667, Max: 43.56, Min: 24.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.93366666666667, Max: 43.56, Min: 24.08
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.93366666666667
Score: 28.93366666666667
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 29
Running with params: {'param1': 110, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.783666666666665, Max: 43.24, Min: 23.959999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.783666666666665, Max: 43.24, Min: 23.959999999999997
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.783666666666665
Score: 28.783666666666665
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 30
Running with params: {'param1': 120, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_120_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.82166666666667, Max: 43.269999999999996, Min: 23.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.82166666666667, Max: 43.269999999999996, Min: 23.94
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.82166666666667
Score: 28.82166666666667
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 31
Running with params: {'param1': 110, 'param2': 200}
Optimization Iteration: 32
Running with params: {'param1': 100, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_600
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.996333333333332, Max: 43.64, Min: 24.150000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.996333333333332
Score: 28.996333333333332
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 33
Running with params: {'param1': 110, 'param2': 200}
Optimization Iteration: 34
Running with params: {'param1': 130, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_300
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.871000000000002, Max: 43.43, Min: 23.98
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.871000000000002
Score: 28.871000000000002
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 35
Running with params: {'param1': 110, 'param2': 2000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_2000
Launching 30 jobs, 15 in parallel
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.381000000000004, Max: 44.300000000000004, Min: 24.419999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.381000000000004
Score: 29.381000000000004
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 36
Running with params: {'param1': 140, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_700
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.034666666666663, Max: 43.660000000000004, Min: 24.14
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.034666666666663
Score: 29.034666666666663
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 37
Running with params: {'param1': 110, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.813999999999997, Max: 43.42, Min: 23.91
Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.813999999999997, Max: 43.42, Min: 23.91
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.813999999999997
Score: 28.813999999999997
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 38
Running with params: {'param1': 220, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_220_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.870333333333335, Max: 43.44, Min: 23.99
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: 28.870333333333335, Max: 43.44, Min: 23.99
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.870333333333335
Score: 28.870333333333335
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 39
Running with params: {'param1': 120, 'param2': 3400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_120_3400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.547333333333334, Max: 45.339999999999996, Min: 25.080000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 30.547333333333334, Max: 45.339999999999996, Min: 25.080000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.547333333333334
Score: 30.547333333333334
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 40
Running with params: {'param1': 250, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_250_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.898000000000003, Max: 43.38, Min: 24.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.898000000000003, Max: 43.38, Min: 24.1
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.898000000000003
Score: 28.898000000000003
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 41
Running with params: {'param1': 150, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.15733333333333, Max: 43.79, Min: 24.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.15733333333333, Max: 43.79, Min: 24.17
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.15733333333333
Score: 29.15733333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 42
Running with params: {'param1': 280, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_280_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.848999999999997, Max: 43.39, Min: 23.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.848999999999997, Max: 43.39, Min: 23.99
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.848999999999997
Score: 28.848999999999997
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 43
Running with params: {'param1': 130, 'param2': 4600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_4600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.862999999999996, Max: 46.61000000000001, Min: 25.619999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.862999999999996, Max: 46.61000000000001, Min: 25.619999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.862999999999996
Score: 30.862999999999996
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 44
Running with params: {'param1': 100, 'param2': 500}
Optimization Iteration: 45
Running with params: {'param1': 300, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_300_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.86233333333333, Max: 43.45, Min: 24.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.86233333333333, Max: 43.45, Min: 24.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.86233333333333
Score: 28.86233333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 46
Running with params: {'param1': 160, 'param2': 2200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_2200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.76533333333333, Max: 44.910000000000004, Min: 24.759999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.76533333333333, Max: 44.910000000000004, Min: 24.759999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.76533333333333
Score: 29.76533333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 47
Running with params: {'param1': 110, 'param2': 1500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_1500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.201333333333327, Max: 43.97, Min: 24.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.201333333333327, Max: 43.97, Min: 24.28
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.201333333333327
Score: 29.201333333333327
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 48
Running with params: {'param1': 210, 'param2': 100}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.802999999999997, Max: 43.29, Min: 23.939999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.802999999999997
Score: 28.802999999999997
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 49
Running with params: {'param1': 130, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_800
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.07, Max: 43.61, Min: 24.139999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.07
Score: 29.07
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 50
Running with params: {'param1': 230, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_230_1200
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.336, Max: 44.129999999999995, Min: 24.38
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.336
Score: 29.336
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Upto iteration 50: {'param1': 190.0, 'param2': 100.0}
Optimization Iteration: 51
Running with params: {'param1': 140, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_300
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.837333333333333, Max: 43.38, Min: 23.94
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.837333333333333
Score: 28.837333333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 52
Running with params: {'param1': 200, 'param2': 2500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_200_2500
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.860000000000003, Max: 44.99, Min: 24.76
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.860000000000003
Score: 29.860000000000003
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 53
Running with params: {'param1': 370, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_370_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.881666666666668, Max: 43.44, Min: 23.94
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: 28.881666666666668, Max: 43.44, Min: 23.94
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.881666666666668
Score: 28.881666666666668
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 54
Running with params: {'param1': 120, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_120_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.797666666666665, Max: 43.27, Min: 24.0
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: 28.797666666666665, Max: 43.27, Min: 24.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.797666666666665
Score: 28.797666666666665
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 55
Running with params: {'param1': 470, 'param2': 19000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_470_19000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 35.52133333333334, Max: 53.86, Min: 29.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 35.52133333333334, Max: 53.86, Min: 29.45
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.52133333333334
Score: 35.52133333333334
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 56
Running with params: {'param1': 190, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_190_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.853666666666662, Max: 43.39, Min: 23.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.853666666666662, Max: 43.39, Min: 23.93
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.853666666666662
Score: 28.853666666666662
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 57
Running with params: {'param1': 250, 'param2': 4900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_250_4900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.93633333333333, Max: 46.64, Min: 25.630000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.93633333333333, Max: 46.64, Min: 25.630000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.93633333333333
Score: 30.93633333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 58
Running with params: {'param1': 160, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.974333333333337, Max: 43.56, Min: 24.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.974333333333337, Max: 43.56, Min: 24.1
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.974333333333337
Score: 28.974333333333337
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 59
Running with params: {'param1': 170, 'param2': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_170_1100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.207333333333334, Max: 43.95, Min: 24.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.207333333333334, Max: 43.95, Min: 24.34
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.207333333333334
Score: 29.207333333333334
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 60
Running with params: {'param1': 100, 'param2': 1500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_1500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.224999999999998, Max: 44.37, Min: 24.509999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.224999999999998, Max: 44.37, Min: 24.509999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.224999999999998
Score: 30.224999999999998
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 61
Running with params: {'param1': 150, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.807333333333336, Max: 43.330000000000005, Min: 24.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.807333333333336, Max: 43.330000000000005, Min: 24.01
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.807333333333336
Score: 28.807333333333336
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 62
Running with params: {'param1': 120, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_120_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.90733333333333, Max: 43.36, Min: 24.029999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.90733333333333, Max: 43.36, Min: 24.029999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.90733333333333
Score: 28.90733333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 63
Running with params: {'param1': 230, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_230_100
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Timings: Avg: 28.846666666666668, Max: 43.440000000000005, Min: 24.0
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: 28.846666666666668, Max: 43.440000000000005, Min: 24.0
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.846666666666668
Score: 28.846666666666668
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 64
Running with params: {'param1': 100, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_400
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Timings: Avg: 28.9, Max: 43.519999999999996, Min: 24.05
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: 28.9, Max: 43.519999999999996, Min: 24.05
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.9
Score: 28.9
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 65
Running with params: {'param1': 110, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.802, Max: 43.28, Min: 23.96
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: 28.802, Max: 43.28, Min: 23.96
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.802
Score: 28.802
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 66
Running with params: {'param1': 110, 'param2': 200}
Optimization Iteration: 67
Running with params: {'param1': 140, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.86466666666667, Max: 43.36, Min: 24.029999999999998
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: 28.86466666666667, Max: 43.36, Min: 24.029999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.86466666666667
Score: 28.86466666666667
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 68
Running with params: {'param1': 170, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_170_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.807000000000006, Max: 43.31, Min: 23.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.807000000000006, Max: 43.31, Min: 23.99
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.807000000000006
Score: 28.807000000000006
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 69
Running with params: {'param1': 120, 'param2': 300}
Optimization Iteration: 70
Running with params: {'param1': 110, 'param2': 200}
Optimization Iteration: 71
Running with params: {'param1': 130, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.79366666666667, Max: 43.300000000000004, Min: 23.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.79366666666667, Max: 43.300000000000004, Min: 23.91
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.79366666666667
Score: 28.79366666666667
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 72
Running with params: {'param1': 290, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_290_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.871000000000002, Max: 43.45, Min: 24.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.871000000000002, Max: 43.45, Min: 24.02
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.871000000000002
Score: 28.871000000000002
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 73
Running with params: {'param1': 150, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.818333333333335, Max: 43.24, Min: 23.939999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.818333333333335, Max: 43.24, Min: 23.939999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.818333333333335
Score: 28.818333333333335
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 74
Running with params: {'param1': 100, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_100_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.836333333333332, Max: 43.330000000000005, Min: 24.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.836333333333332, Max: 43.330000000000005, Min: 24.02
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.836333333333332
Score: 28.836333333333332
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 75
Running with params: {'param1': 190, 'param2': 100}
Optimization Iteration: 76
Running with params: {'param1': 190, 'param2': 100}
Optimization Iteration: 77
Running with params: {'param1': 410, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_410_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.154333333333334, Max: 43.76, Min: 24.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.154333333333334, Max: 43.76, Min: 24.27
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.154333333333334
Score: 29.154333333333334
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 78
Running with params: {'param1': 360, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_360_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.97633333333333, Max: 43.48, Min: 24.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.97633333333333, Max: 43.48, Min: 24.14
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.97633333333333
Score: 28.97633333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 79
Running with params: {'param1': 140, 'param2': 11200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_11200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 33.48433333333333, Max: 50.63, Min: 27.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.48433333333333, Max: 50.63, Min: 27.86
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.48433333333333
Score: 33.48433333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 80
Running with params: {'param1': 110, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_110_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.90966666666666, Max: 43.419999999999995, Min: 24.029999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.90966666666666, Max: 43.419999999999995, Min: 24.029999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.90966666666666
Score: 28.90966666666666
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 81
Running with params: {'param1': 260, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_260_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.806, Max: 43.339999999999996, Min: 23.990000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.806, Max: 43.339999999999996, Min: 23.990000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
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Runtime: 28.806
Score: 28.806
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 82
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Optimization Iteration: 83
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Optimization Iteration: 84
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_240_100
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.839333333333332, Max: 43.37, Min: 24.04
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.839333333333332
Score: 28.839333333333332
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 85
Running with params: {'param1': 170, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_170_400
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.907333333333334, Max: 43.41, Min: 24.1
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.907333333333334
Score: 28.907333333333334
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 86
Running with params: {'param1': 310, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_310_100
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.848000000000006, Max: 43.39, Min: 24.02
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.848000000000006
Score: 28.848000000000006
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 87
Running with params: {'param1': 130, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_200
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.789333333333328, Max: 43.36, Min: 23.93
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.789333333333328
Score: 28.789333333333328
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 88
Running with params: {'param1': 430, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_430_900
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Timings: Avg: 29.80566666666667, Max: 44.17, Min: 24.560000000000002
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: 29.80566666666667, Max: 44.17, Min: 24.560000000000002
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.80566666666667
Score: 29.80566666666667
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 89
Running with params: {'param1': 220, 'param2': 2800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_220_2800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.03933333333333, Max: 45.34, Min: 24.970000000000002
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: 30.03933333333333, Max: 45.34, Min: 24.970000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.03933333333333
Score: 30.03933333333333
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 90
Running with params: {'param1': 120, 'param2': 200}
Optimization Iteration: 91
Running with params: {'param1': 160, 'param2': 1700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_1700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.509666666666664, Max: 44.42, Min: 24.52
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: 29.509666666666664, Max: 44.42, Min: 24.52
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.509666666666664
Score: 29.509666666666664
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 92
Running with params: {'param1': 180, 'param2': 6800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_180_6800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.341333333333335, Max: 47.21, Min: 25.96
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: 31.341333333333335, Max: 47.21, Min: 25.96
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.341333333333335
Score: 31.341333333333335
Best-score: 28.783666666666665
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 93
Running with params: {'param1': 200, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_200_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.769333333333332, Max: 43.35, Min: 23.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.769333333333332, Max: 43.35, Min: 23.93
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.769333333333332
Score: 28.769333333333332
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 94
Running with params: {'param1': 450, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_450_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.961333333333336, Max: 43.64, Min: 24.060000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.961333333333336, Max: 43.64, Min: 24.060000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.961333333333336
Score: 28.961333333333336
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 95
Running with params: {'param1': 340, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_340_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.94366666666667, Max: 43.56, Min: 24.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.94366666666667, Max: 43.56, Min: 24.09
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.94366666666667
Score: 28.94366666666667
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 96
Running with params: {'param1': 270, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_270_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.804, Max: 43.28, Min: 24.01
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.804, Max: 43.28, Min: 24.01
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.804
Score: 28.804
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 97
Running with params: {'param1': 200, 'param2': 100}
Optimization Iteration: 98
Running with params: {'param1': 210, 'param2': 4100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_210_4100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.429666666666662, Max: 45.9, Min: 25.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.429666666666662, Max: 45.9, Min: 25.31
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.429666666666662
Score: 30.429666666666662
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 99
Running with params: {'param1': 200, 'param2': 200}
Optimization Iteration: 100
Running with params: {'param1': 240, 'param2': 100}
Upto iteration 100: {'param1': 200.0, 'param2': 100.0}
Optimization Iteration: 101
Running with params: {'param1': 200, 'param2': 6000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_200_6000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 31.316333333333333, Max: 47.22, Min: 25.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.316333333333333, Max: 47.22, Min: 25.97
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.316333333333333
Score: 31.316333333333333
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 102
Running with params: {'param1': 230, 'param2': 100}
Optimization Iteration: 103
Running with params: {'param1': 280, 'param2': 400}
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.939000000000004, Max: 43.519999999999996, Min: 24.07
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.939000000000004
Score: 28.939000000000004
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 104
Running with params: {'param1': 250, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_250_100
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.80633333333333, Max: 43.3, Min: 23.95
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 28.80633333333333
Score: 28.80633333333333
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 105
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Optimization Iteration: 106
Running with params: {'param1': 170, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_170_300
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.824333333333335, Max: 43.38, Min: 24.0
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.824333333333335
Score: 28.824333333333335
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 107
Running with params: {'param1': 220, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_220_100
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 28.848666666666663, Max: 43.38, Min: 24.06
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.848666666666663
Score: 28.848666666666663
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 108
Running with params: {'param1': 260, 'param2': 15200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_260_15200
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Passed tests : 30
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 36.05866666666667, Max: 53.480000000000004, Min: 29.49
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.05866666666667
Score: 36.05866666666667
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 109
Running with params: {'param1': 320, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_320_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.899666666666672, Max: 43.49, Min: 23.98
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: 28.899666666666672, Max: 43.49, Min: 23.98
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (0.0) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.899666666666672
Score: 28.899666666666672
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 110
Running with params: {'param1': 160, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.854333333333333, Max: 43.27, Min: 24.03
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: 28.854333333333333, Max: 43.27, Min: 24.03
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.854333333333333
Score: 28.854333333333333
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 111
Running with params: {'param1': 140, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_140_800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.032666666666668, Max: 43.699999999999996, Min: 24.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.032666666666668, Max: 43.699999999999996, Min: 24.19
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.032666666666668
Score: 29.032666666666668
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 112
Running with params: {'param1': 300, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_300_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.967999999999996, Max: 43.47, Min: 24.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.967999999999996, Max: 43.47, Min: 24.02
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.967999999999996
Score: 28.967999999999996
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 113
Running with params: {'param1': 390, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_390_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.93166666666667, Max: 43.56, Min: 24.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.93166666666667, Max: 43.56, Min: 24.12
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.93166666666667
Score: 28.93166666666667
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 114
Running with params: {'param1': 350, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_350_1200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.369666666666664, Max: 44.190000000000005, Min: 24.3
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.369666666666664, Max: 44.190000000000005, Min: 24.3
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.369666666666664
Score: 29.369666666666664
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 115
Running with params: {'param1': 150, 'param2': 12000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_12000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 34.279, Max: 51.769999999999996, Min: 28.459999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.279, Max: 51.769999999999996, Min: 28.459999999999997
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.279
Score: 34.279
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 116
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 117
Running with params: {'param1': 280, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_280_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.998333333333335, Max: 43.63, Min: 24.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.998333333333335, Max: 43.63, Min: 24.07
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.998333333333335
Score: 28.998333333333335
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 118
Running with params: {'param1': 130, 'param2': 100}
Optimization Iteration: 119
Running with params: {'param1': 190, 'param2': 100}
Optimization Iteration: 120
Running with params: {'param1': 210, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_210_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.901999999999997, Max: 43.36, Min: 24.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.901999999999997, Max: 43.36, Min: 24.11
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.901999999999997
Score: 28.901999999999997
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 121
Running with params: {'param1': 140, 'param2': 200}
Optimization Iteration: 122
Running with params: {'param1': 230, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_230_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.061333333333334, Max: 43.73, Min: 24.18
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: 29.061333333333334, Max: 43.73, Min: 24.18
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.061333333333334
Score: 29.061333333333334
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 123
Running with params: {'param1': 240, 'param2': 2200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_240_2200
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Timings: Avg: 29.853666666666662, Max: 44.96, Min: 24.81
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 29.853666666666662, Max: 44.96, Min: 24.81
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.853666666666662
Score: 29.853666666666662
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 124
Running with params: {'param1': 330, 'param2': 9000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_330_9000
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Timings: Avg: 32.62566666666666, Max: 49.21, Min: 27.0
Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 32.62566666666666, Max: 49.21, Min: 27.0
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.62566666666666
Score: 32.62566666666666
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 125
Running with params: {'param1': 150, 'param2': 18900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_18900
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Timings: Avg: 37.467333333333336, Max: 56.79, Min: 31.06
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: 37.467333333333336, Max: 56.79, Min: 31.06
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 37.467333333333336
Score: 37.467333333333336
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 126
Running with params: {'param1': 190, 'param2': 100}
Optimization Iteration: 127
Running with params: {'param1': 220, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_220_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.927000000000003, Max: 43.41, Min: 24.049999999999997
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: 28.927000000000003, Max: 43.41, Min: 24.049999999999997
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.927000000000003
Score: 28.927000000000003
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 128
Running with params: {'param1': 170, 'param2': 200}
Optimization Iteration: 129
Running with params: {'param1': 480, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_480_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.925333333333334, Max: 43.46, Min: 24.02
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: 28.925333333333334, Max: 43.46, Min: 24.02
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.925333333333334
Score: 28.925333333333334
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 130
Running with params: {'param1': 160, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_1000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.191666666666663, Max: 43.989999999999995, Min: 24.23
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: 29.191666666666663, Max: 43.989999999999995, Min: 24.23
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
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Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.191666666666663
Score: 29.191666666666663
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 131
Running with params: {'param1': 380, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_380_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.920333333333335, Max: 43.480000000000004, Min: 24.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.920333333333335, Max: 43.480000000000004, Min: 24.09
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.920333333333335
Score: 28.920333333333335
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 132
Running with params: {'param1': 260, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_260_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.051666666666666, Max: 43.72, Min: 24.12
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.051666666666666, Max: 43.72, Min: 24.12
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.051666666666666
Score: 29.051666666666666
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 133
Running with params: {'param1': 200, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_200_1400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.370000000000008, Max: 44.17, Min: 24.439999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.370000000000008, Max: 44.17, Min: 24.439999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.370000000000008
Score: 29.370000000000008
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 134
Running with params: {'param1': 210, 'param2': 100}
Optimization Iteration: 135
Running with params: {'param1': 270, 'param2': 100}
Optimization Iteration: 136
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 137
Running with params: {'param1': 100, 'param2': 500}
Optimization Iteration: 138
Running with params: {'param1': 240, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_240_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.902666666666665, Max: 43.449999999999996, Min: 24.060000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.902666666666665, Max: 43.449999999999996, Min: 24.060000000000002
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.902666666666665
Score: 28.902666666666665
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 139
Running with params: {'param1': 290, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_290_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.96533333333333, Max: 43.57, Min: 24.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.96533333333333, Max: 43.57, Min: 24.14
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.96533333333333
Score: 28.96533333333333
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 140
Running with params: {'param1': 120, 'param2': 200}
Optimization Iteration: 141
Running with params: {'param1': 250, 'param2': 100}
Optimization Iteration: 142
Running with params: {'param1': 150, 'param2': 2800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_150_2800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.095000000000002, Max: 45.25, Min: 25.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.095000000000002, Max: 45.25, Min: 25.06
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.095000000000002
Score: 30.095000000000002
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 143
Running with params: {'param1': 170, 'param2': 100}
Optimization Iteration: 144
Running with params: {'param1': 130, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_130_1800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 29.789333333333335, Max: 44.489999999999995, Min: 24.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.789333333333335, Max: 44.489999999999995, Min: 24.75
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.789333333333335
Score: 29.789333333333335
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 145
Running with params: {'param1': 190, 'param2': 3700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_190_3700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 30.129666666666658, Max: 45.33, Min: 24.99
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.129666666666658, Max: 45.33, Min: 24.99
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.129666666666658
Score: 30.129666666666658
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Optimization Iteration: 146
Running with params: {'param1': 220, 'param2': 100}
Optimization Iteration: 147
Running with params: {'param1': 200, 'param2': 200}
Optimization Iteration: 148
Running with params: {'param1': 170, 'param2': 100}
Optimization Iteration: 149
Running with params: {'param1': 180, 'param2': 100}
Optimization Iteration: 150
Running with params: {'param1': 160, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597633061/assert_44163961_160_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 28.798333333333336, Max: 43.28, Min: 23.919999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.798333333333336, Max: 43.28, Min: 23.919999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (4.333342374871281e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.798333333333336
Score: 28.798333333333336
Best-score: 28.769333333333332
Best-param: {'param1': 200, 'param2': 100}
Upto iteration 150: {'param1': 200.0, 'param2': 100.0}
Breaking...
{'param1': 200.0, 'param2': 100.0}
Best score: 28.769333333333332
Repeated params: 35
Trials: 151
Best param {'param1': 200.0, 'param2': 100.0}
Reduction: 21.10641876451124%
Speedup: 1.267530240533902x
Optimizer time: 8523.069605827332
