Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_functional_beta_bernoulli_x64
Params: param1,471,32,ParamType.ITER,500
param2,471,37,ParamType.ITER,20000
Assertion: assert_allclose(jnp.mean(samples['p_latent'], 0), true_probs, atol=0.05)
Original runtime: 99.16000000000001
>>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_1597641684/assert_58242412_500_20000
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Timings: Avg: 71.62266666666666, Max: 100.39, Min: 60.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 71.62266666666666, Max: 100.39, Min: 60.83
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 71.62266666666666
Score: 71.62266666666666
Best-score: 71.62266666666666
Best-param: {'param1': 500, 'param2': 20000}
>>Setting original runtime to 71.62266666666666
Optimization Iteration: 1
Running with params: {'param1': 310, 'param2': 3200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_310_3200
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Timings: Avg: 20.03666666666667, Max: 28.37, Min: 16.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.03666666666667, Max: 28.37, Min: 16.89
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.03666666666667
Score: 20.03666666666667
Best-score: 20.03666666666667
Best-param: {'param1': 310, 'param2': 3200}
Optimization Iteration: 2
Running with params: {'param1': 110, 'param2': 4800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_110_4800
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Timings: Avg: 26.23566666666666, Max: 37.33, Min: 22.009999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.23566666666666, Max: 37.33, Min: 22.009999999999998
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.23566666666666
Score: 26.23566666666666
Best-score: 20.03666666666667
Best-param: {'param1': 310, 'param2': 3200}
Optimization Iteration: 3
Running with params: {'param1': 160, 'param2': 4700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_160_4700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 24.69033333333333, Max: 34.9, Min: 20.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 24.69033333333333, Max: 34.9, Min: 20.91
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.69033333333333
Score: 24.69033333333333
Best-score: 20.03666666666667
Best-param: {'param1': 310, 'param2': 3200}
Optimization Iteration: 4
Running with params: {'param1': 200, 'param2': 19900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_200_19900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 70.08866666666667, Max: 98.46, Min: 59.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 70.08866666666667, Max: 98.46, Min: 59.41
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 70.08866666666667
Score: 70.08866666666667
Best-score: 20.03666666666667
Best-param: {'param1': 310, 'param2': 3200}
Optimization Iteration: 5
Running with params: {'param1': 260, 'param2': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_260_1100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 13.613666666666667, Max: 19.419999999999998, Min: 11.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.613666666666667, Max: 19.419999999999998, Min: 11.41
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: 13.613666666666667
Score: 13.613666666666667
Best-score: 13.613666666666667
Best-param: {'param1': 260, 'param2': 1100}
Optimization Iteration: 6
Running with params: {'param1': 240, 'param2': 14100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_240_14100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 62.330000000000005, Max: 88.73, Min: 52.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 62.330000000000005, Max: 88.73, Min: 52.64
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 62.330000000000005
Score: 62.330000000000005
Best-score: 13.613666666666667
Best-param: {'param1': 260, 'param2': 1100}
Optimization Iteration: 7
Running with params: {'param1': 420, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_420_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.867666666666667, Max: 15.49, Min: 9.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.867666666666667, Max: 15.49, Min: 9.08
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.867666666666667
Score: 10.867666666666667
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 8
Running with params: {'param1': 200, 'param2': 14900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_200_14900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 54.915000000000006, Max: 76.94, Min: 46.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 54.915000000000006, Max: 76.94, Min: 46.25
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 54.915000000000006
Score: 54.915000000000006
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 9
Running with params: {'param1': 380, 'param2': 13800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_380_13800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 51.75933333333333, Max: 72.42, Min: 43.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 51.75933333333333, Max: 72.42, Min: 43.68
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: 51.75933333333333
Score: 51.75933333333333
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 10
Running with params: {'param1': 480, 'param2': 15000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_480_15000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 55.856, Max: 78.5, Min: 47.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 55.856, Max: 78.5, Min: 47.21
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 55.856
Score: 55.856
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 11
Running with params: {'param1': 370, 'param2': 4800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_370_4800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 24.839999999999996, Max: 35.01, Min: 20.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 24.839999999999996, Max: 35.01, Min: 20.83
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: 24.839999999999996
Score: 24.839999999999996
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 12
Running with params: {'param1': 260, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_260_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.485333333333333, Max: 16.330000000000002, Min: 9.620000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.485333333333333, Max: 16.330000000000002, Min: 9.620000000000001
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: 11.485333333333333
Score: 11.485333333333333
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 13
Running with params: {'param1': 230, 'param2': 2000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_230_2000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 16.133333333333336, Max: 22.84, Min: 13.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.133333333333336, Max: 22.84, Min: 13.6
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.133333333333336
Score: 16.133333333333336
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 14
Running with params: {'param1': 350, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_350_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.448666666666666, Max: 16.37, Min: 9.68
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.448666666666666, Max: 16.37, Min: 9.68
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.448666666666666
Score: 11.448666666666666
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 15
Running with params: {'param1': 180, 'param2': 10100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_180_10100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 40.45399999999999, Max: 57.3, Min: 34.21
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: 40.45399999999999, Max: 57.3, Min: 34.21
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 40.45399999999999
Score: 40.45399999999999
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 16
Running with params: {'param1': 100, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_100_1400
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Passed tests : 30
Failed tests : 0
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 15.0, Max: 21.41, Min: 12.629999999999999
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: 15.0
Score: 15.0
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 17
Running with params: {'param1': 310, 'param2': 14500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_310_14500
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 55.845333333333336, Max: 77.51, Min: 46.34
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 55.845333333333336
Score: 55.845333333333336
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 18
Running with params: {'param1': 110, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_110_1000
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 13.549666666666667, Max: 19.3, Min: 11.4
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.549666666666667
Score: 13.549666666666667
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 19
Running with params: {'param1': 160, 'param2': 11500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_160_11500
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 45.77500000000001, Max: 64.32000000000001, Min: 38.73
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 45.77500000000001
Score: 45.77500000000001
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 20
Running with params: {'param1': 310, 'param2': 2600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_310_2600
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Timings: Avg: 18.219666666666665, Max: 25.72, Min: 15.370000000000001
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: 18.219666666666665, Max: 25.72, Min: 15.370000000000001
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.219666666666665
Score: 18.219666666666665
Best-score: 10.867666666666667
Best-param: {'param1': 420, 'param2': 200}
Optimization Iteration: 21
Running with params: {'param1': 490, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_490_100
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Timings: Avg: 10.565666666666665, Max: 15.139999999999999, Min: 8.870000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.565666666666665, Max: 15.139999999999999, Min: 8.870000000000001
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.565666666666665
Score: 10.565666666666665
Best-score: 10.565666666666665
Best-param: {'param1': 490, 'param2': 100}
Optimization Iteration: 22
Running with params: {'param1': 490, 'param2': 100}
Optimization Iteration: 23
Running with params: {'param1': 470, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_470_100
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Timings: Avg: 10.564333333333334, Max: 15.07, Min: 8.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.564333333333334, Max: 15.07, Min: 8.879999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.564333333333334
Score: 10.564333333333334
Best-score: 10.564333333333334
Best-param: {'param1': 470, 'param2': 100}
Optimization Iteration: 24
Running with params: {'param1': 440, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_440_100
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Timings: Avg: 10.556999999999999, Max: 15.05, Min: 8.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.556999999999999, Max: 15.05, Min: 8.85
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.556999999999999
Score: 10.556999999999999
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 25
Running with params: {'param1': 430, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_430_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.88, Max: 15.51, Min: 9.120000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.88, Max: 15.51, Min: 9.120000000000001
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.88
Score: 10.88
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 26
Running with params: {'param1': 430, 'param2': 200}
Optimization Iteration: 27
Running with params: {'param1': 450, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_450_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.044666666666668, Max: 17.15, Min: 10.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.044666666666668, Max: 17.15, Min: 10.1
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.044666666666668
Score: 12.044666666666668
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 28
Running with params: {'param1': 350, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_350_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.561666666666666, Max: 15.11, Min: 8.819999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.561666666666666, Max: 15.11, Min: 8.819999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.561666666666666
Score: 10.561666666666666
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 29
Running with params: {'param1': 290, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_290_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.857, Max: 15.520000000000001, Min: 9.129999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.857, Max: 15.520000000000001, Min: 9.129999999999999
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.857
Score: 10.857
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 30
Running with params: {'param1': 340, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_340_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.168666666666669, Max: 15.93, Min: 9.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.168666666666669, Max: 15.93, Min: 9.36
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.168666666666669
Score: 11.168666666666669
Best-score: 10.556999999999999
Best-param: {'param1': 440, 'param2': 100}
Optimization Iteration: 31
Running with params: {'param1': 400, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_400_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.536999999999999, Max: 15.049999999999999, Min: 8.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.536999999999999, Max: 15.049999999999999, Min: 8.88
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.536999999999999
Score: 10.536999999999999
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 32
Running with params: {'param1': 400, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_400_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.334999999999999, Max: 17.580000000000002, Min: 10.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.334999999999999, Max: 17.580000000000002, Min: 10.4
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.334999999999999
Score: 12.334999999999999
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 33
Running with params: {'param1': 270, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_270_100
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.537, Max: 15.08, Min: 8.78
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.537
Score: 10.537
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 34
Running with params: {'param1': 140, 'param2': 7400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_140_7400
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Evaluating 30 values out of 30
Overall-timings: Avg: 33.62733333333333, Max: 47.34, Min: 28.3
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.62733333333333
Score: 33.62733333333333
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 35
Running with params: {'param1': 280, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_280_300
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.186, Max: 15.92, Min: 9.38
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: 11.186
Score: 11.186
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 36
Running with params: {'param1': 210, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_210_100
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Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.552333333333332, Max: 15.11, Min: 8.82
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.552333333333332
Score: 10.552333333333332
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 37
Running with params: {'param1': 250, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_250_600
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 12.090333333333335, Max: 17.19, Min: 10.18
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.090333333333335
Score: 12.090333333333335
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 38
Running with params: {'param1': 130, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_130_200
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Timings: Avg: 10.920666666666667, Max: 15.600000000000001, Min: 9.18
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: 10.920666666666667, Max: 15.600000000000001, Min: 9.18
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.920666666666667
Score: 10.920666666666667
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 39
Running with params: {'param1': 320, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_320_900
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Timings: Avg: 12.969333333333335, Max: 18.43, Min: 10.889999999999999
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: 12.969333333333335, Max: 18.43, Min: 10.889999999999999
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.969333333333335
Score: 12.969333333333335
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 40
Running with params: {'param1': 270, 'param2': 3600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_270_3600
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Timings: Avg: 21.07166666666667, Max: 29.84, Min: 17.82
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: 21.07166666666667, Max: 29.84, Min: 17.82
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.07166666666667
Score: 21.07166666666667
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 41
Running with params: {'param1': 170, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_170_300
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Timings: Avg: 11.196666666666665, Max: 15.96, Min: 9.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.196666666666665, Max: 15.96, Min: 9.34
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.196666666666665
Score: 11.196666666666665
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 42
Running with params: {'param1': 190, 'param2': 1600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_190_1600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 15.498, Max: 21.57, Min: 12.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.498, Max: 21.57, Min: 12.74
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.498
Score: 15.498
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 43
Running with params: {'param1': 220, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_220_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.607999999999999, Max: 16.419999999999998, Min: 9.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.607999999999999, Max: 16.419999999999998, Min: 9.64
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.607999999999999
Score: 11.607999999999999
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 44
Running with params: {'param1': 380, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_380_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.566999999999998, Max: 15.13, Min: 8.889999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.566999999999998, Max: 15.13, Min: 8.889999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.566999999999998
Score: 10.566999999999998
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 45
Running with params: {'param1': 240, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_240_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.870333333333337, Max: 15.58, Min: 9.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.870333333333337, Max: 15.58, Min: 9.16
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: 10.870333333333337
Score: 10.870333333333337
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 46
Running with params: {'param1': 400, 'param2': 100}
Optimization Iteration: 47
Running with params: {'param1': 400, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_400_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.732666666666663, Max: 16.66, Min: 9.84
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.732666666666663, Max: 16.66, Min: 9.84
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.732666666666663
Score: 11.732666666666663
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 48
Running with params: {'param1': 340, 'param2': 5800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_340_5800
Launching 30 jobs, 15 in parallel
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Timings: Avg: 27.693666666666665, Max: 39.019999999999996, Min: 23.330000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.693666666666665, Max: 39.019999999999996, Min: 23.330000000000002
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.693666666666665
Score: 27.693666666666665
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 49
Running with params: {'param1': 300, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_300_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.180000000000001, Max: 16.0, Min: 9.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.180000000000001, Max: 16.0, Min: 9.37
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: 11.180000000000001
Score: 11.180000000000001
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 50
Running with params: {'param1': 400, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_400_800
Launching 30 jobs, 15 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 12.652999999999999, Max: 17.94, Min: 10.64
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.652999999999999
Score: 12.652999999999999
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Upto iteration 50: {'param1': 400.0, 'param2': 100.0}
Optimization Iteration: 51
Running with params: {'param1': 370, 'param2': 1400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_370_1400
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 14.497000000000002, Max: 20.57, Min: 12.180000000000001
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 14.497000000000002
Score: 14.497000000000002
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 52
Running with params: {'param1': 150, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_150_100
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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: 10.555666666666667, Max: 15.08, Min: 8.8
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
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Probabilty of failure: 0.0
Runtime: 10.555666666666667
Score: 10.555666666666667
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 53
Running with params: {'param1': 500, 'param2': 19800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_500_19800
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 71.28066666666665, Max: 99.4, Min: 60.050000000000004
Variance (4.81482486096809e-35) too small, using delta distribution
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Variance (4.81482486096809e-35) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 71.28066666666665
Score: 71.28066666666665
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 54
Running with params: {'param1': 460, 'param2': 2800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_460_2800
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 18.766000000000002, Max: 26.47, Min: 15.83
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: 18.766000000000002
Score: 18.766000000000002
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 55
Running with params: {'param1': 330, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_330_1200
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Timings: Avg: 13.920333333333332, Max: 19.779999999999998, Min: 11.68
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: 13.920333333333332, Max: 19.779999999999998, Min: 11.68
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.920333333333332
Score: 13.920333333333332
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 56
Running with params: {'param1': 110, 'param2': 2000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_110_2000
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Timings: Avg: 16.940666666666665, Max: 24.080000000000002, Min: 14.25
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: 16.940666666666665, Max: 24.080000000000002, Min: 14.25
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.940666666666665
Score: 16.940666666666665
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 57
Running with params: {'param1': 360, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_360_200
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Timings: Avg: 10.87366666666667, Max: 15.54, Min: 9.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.87366666666667, Max: 15.54, Min: 9.13
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.87366666666667
Score: 10.87366666666667
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 58
Running with params: {'param1': 120, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_120_100
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Timings: Avg: 10.537333333333333, Max: 15.08, Min: 8.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.537333333333333, Max: 15.08, Min: 8.86
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.537333333333333
Score: 10.537333333333333
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 59
Running with params: {'param1': 230, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_230_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.737666666666668, Max: 16.71, Min: 9.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.737666666666668, Max: 16.71, Min: 9.88
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.737666666666668
Score: 11.737666666666668
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 60
Running with params: {'param1': 200, 'param2': 3900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_200_3900
Launching 30 jobs, 15 in parallel
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Timings: Avg: 21.86833333333334, Max: 30.81, Min: 18.380000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.86833333333334, Max: 30.81, Min: 18.380000000000003
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.86833333333334
Score: 21.86833333333334
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 61
Running with params: {'param1': 290, 'param2': 200}
Optimization Iteration: 62
Running with params: {'param1': 400, 'param2': 100}
Optimization Iteration: 63
Running with params: {'param1': 420, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_420_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.45, Max: 16.330000000000002, Min: 9.62
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.45, Max: 16.330000000000002, Min: 9.62
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.45
Score: 11.45
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 64
Running with params: {'param1': 470, 'param2': 100}
Optimization Iteration: 65
Running with params: {'param1': 250, 'param2': 2100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_250_2100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 16.627000000000002, Max: 23.490000000000002, Min: 14.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.627000000000002, Max: 23.490000000000002, Min: 14.0
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.627000000000002
Score: 16.627000000000002
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 66
Running with params: {'param1': 390, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_390_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.566, Max: 15.09, Min: 8.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.566, Max: 15.09, Min: 8.91
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.566
Score: 10.566
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 67
Running with params: {'param1': 320, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_320_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.574333333333332, Max: 15.13, Min: 8.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.574333333333332, Max: 15.13, Min: 8.85
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.574333333333332
Score: 10.574333333333332
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 68
Running with params: {'param1': 420, 'param2': 200}
Optimization Iteration: 69
Running with params: {'param1': 360, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_360_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.553, Max: 15.13, Min: 8.91
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.553, Max: 15.13, Min: 8.91
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.553
Score: 10.553
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 70
Running with params: {'param1': 440, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_440_300
Launching 30 jobs, 15 in parallel
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.172666666666668, Max: 15.940000000000001, Min: 9.32
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.172666666666668
Score: 11.172666666666668
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 71
Running with params: {'param1': 480, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_480_100
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.753666666666668, Max: 15.16, Min: 8.89
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.753666666666668
Score: 10.753666666666668
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 72
Running with params: {'param1': 300, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_300_200
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.165666666666665, Max: 15.58, Min: 9.139999999999999
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.165666666666665
Score: 11.165666666666665
Best-score: 10.536999999999999
Best-param: {'param1': 400, 'param2': 100}
Optimization Iteration: 73
Running with params: {'param1': 410, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_410_100
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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: 10.50066666666667, Max: 15.14, Min: 8.85
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.50066666666667
Score: 10.50066666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 74
Running with params: {'param1': 340, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_340_100
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Timings: Avg: 10.566000000000003, Max: 15.069999999999999, Min: 8.899999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.566000000000003, Max: 15.069999999999999, Min: 8.899999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.566000000000003
Score: 10.566000000000003
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 75
Running with params: {'param1': 450, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_450_200
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Timings: Avg: 10.883666666666668, Max: 15.469999999999999, Min: 9.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.883666666666668, Max: 15.469999999999999, Min: 9.17
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.883666666666668
Score: 10.883666666666668
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 76
Running with params: {'param1': 270, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_270_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.471, Max: 16.38, Min: 9.629999999999999
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: 11.471, Max: 16.38, Min: 9.629999999999999
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: 11.471
Score: 11.471
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 77
Running with params: {'param1': 380, 'param2': 100}
Optimization Iteration: 78
Running with params: {'param1': 490, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_490_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.143333333333334, Max: 15.91, Min: 9.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.143333333333334, Max: 15.91, Min: 9.34
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.143333333333334
Score: 11.143333333333334
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 79
Running with params: {'param1': 420, 'param2': 9200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_420_9200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 38.26, Max: 53.59, Min: 32.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.26, Max: 53.59, Min: 32.24
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 38.26
Score: 38.26
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 80
Running with params: {'param1': 180, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_180_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.558666666666669, Max: 15.09, Min: 8.850000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.558666666666669, Max: 15.09, Min: 8.850000000000001
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.558666666666669
Score: 10.558666666666669
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 81
Running with params: {'param1': 320, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_320_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.752333333333334, Max: 16.79, Min: 9.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.752333333333334, Max: 16.79, Min: 9.88
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.752333333333334
Score: 11.752333333333334
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 82
Running with params: {'param1': 210, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_210_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.838666666666667, Max: 15.43, Min: 9.200000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.838666666666667, Max: 15.43, Min: 9.200000000000001
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.838666666666667
Score: 10.838666666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 83
Running with params: {'param1': 280, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_280_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.541333333333336, Max: 14.979999999999999, Min: 8.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.541333333333336, Max: 14.979999999999999, Min: 8.83
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.541333333333336
Score: 10.541333333333336
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 84
Running with params: {'param1': 360, 'param2': 200}
Optimization Iteration: 85
Running with params: {'param1': 250, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_250_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.352, Max: 17.62, Min: 10.399999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.352, Max: 17.62, Min: 10.399999999999999
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.352
Score: 12.352
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 86
Running with params: {'param1': 500, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_500_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.162333333333333, Max: 15.98, Min: 9.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.162333333333333, Max: 15.98, Min: 9.42
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: 11.162333333333333
Score: 11.162333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 87
Running with params: {'param1': 440, 'param2': 100}
Optimization Iteration: 88
Running with params: {'param1': 310, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_310_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.553333333333333, Max: 15.030000000000001, Min: 8.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.553333333333333, Max: 15.030000000000001, Min: 8.87
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.553333333333333
Score: 10.553333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 89
Running with params: {'param1': 380, 'param2': 5400}
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Timings: Avg: 26.391666666666662, Max: 37.019999999999996, Min: 22.21
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: 26.391666666666662, Max: 37.019999999999996, Min: 22.21
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.391666666666662
Score: 26.391666666666662
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 90
Running with params: {'param1': 460, 'param2': 17200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_460_17200
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 62.79333333333333, Max: 88.32, Min: 53.07
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: 62.79333333333333
Score: 62.79333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 91
Running with params: {'param1': 410, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_410_1000
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Timings: Avg: 13.272666666666664, Max: 18.78, Min: 11.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 13.272666666666664, Max: 18.78, Min: 11.19
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 (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.272666666666664
Score: 13.272666666666664
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 92
Running with params: {'param1': 340, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_340_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.059333333333337, Max: 17.169999999999998, Min: 10.2
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: 12.059333333333337, Max: 17.169999999999998, Min: 10.2
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: 12.059333333333337
Score: 12.059333333333337
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 93
Running with params: {'param1': 350, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_350_200
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Timings: Avg: 10.864666666666666, Max: 15.55, Min: 9.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.864666666666666, Max: 15.55, Min: 9.07
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.864666666666666
Score: 10.864666666666666
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 94
Running with params: {'param1': 290, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_290_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.56633333333333, Max: 15.09, Min: 8.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.56633333333333, Max: 15.09, Min: 8.9
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.56633333333333
Score: 10.56633333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 95
Running with params: {'param1': 220, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_220_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.549666666666667, Max: 15.06, Min: 8.88
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.549666666666667, Max: 15.06, Min: 8.88
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.549666666666667
Score: 10.549666666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 96
Running with params: {'param1': 150, 'param2': 1700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_150_1700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 15.410666666666664, Max: 21.81, Min: 12.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.410666666666664, Max: 21.81, Min: 12.96
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.410666666666664
Score: 15.410666666666664
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 97
Running with params: {'param1': 260, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_260_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.848666666666668, Max: 15.53, Min: 9.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.848666666666668, Max: 15.53, Min: 9.09
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.848666666666668
Score: 10.848666666666668
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 98
Running with params: {'param1': 370, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_370_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.463666666666667, Max: 16.38, Min: 9.61
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.463666666666667, Max: 16.38, Min: 9.61
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.463666666666667
Score: 11.463666666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 99
Running with params: {'param1': 330, 'param2': 1200}
Optimization Iteration: 100
Running with params: {'param1': 390, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_390_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.157666666666666, Max: 15.99, Min: 9.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.157666666666666, Max: 15.99, Min: 9.43
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.157666666666666
Score: 11.157666666666666
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Upto iteration 100: {'param1': 410.0, 'param2': 100.0}
Optimization Iteration: 101
Running with params: {'param1': 230, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_230_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.563333333333334, Max: 15.1, Min: 8.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.563333333333334, Max: 15.1, Min: 8.879999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.563333333333334
Score: 10.563333333333334
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 102
Running with params: {'param1': 300, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_300_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.557666666666666, Max: 15.13, Min: 8.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.557666666666666, Max: 15.13, Min: 8.89
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.557666666666666
Score: 10.557666666666666
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 103
Running with params: {'param1': 240, 'param2': 200}
Optimization Iteration: 104
Running with params: {'param1': 100, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_100_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.995333333333331, Max: 16.91, Min: 10.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.995333333333331, Max: 16.91, Min: 10.0
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.995333333333331
Score: 11.995333333333331
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 105
Running with params: {'param1': 480, 'param2': 12300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_480_12300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 48.38333333333334, Max: 66.95, Min: 39.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 48.38333333333334, Max: 66.95, Min: 39.98
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 48.38333333333334
Score: 48.38333333333334
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 106
Running with params: {'param1': 280, 'param2': 2500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_280_2500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 17.828, Max: 25.189999999999998, Min: 15.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.828, Max: 25.189999999999998, Min: 15.0
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.828
Score: 17.828
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 107
Running with params: {'param1': 410, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_410_300
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.152, Max: 15.93, Min: 9.35
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.152
Score: 11.152
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 108
Running with params: {'param1': 430, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_430_100
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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: 10.544333333333332, Max: 15.09, Min: 8.82
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.544333333333332
Score: 10.544333333333332
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 109
Running with params: {'param1': 190, 'param2': 7000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_190_7000
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 31.660666666666664, Max: 44.22, Min: 26.8
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 (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.660666666666664
Score: 31.660666666666664
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 110
Running with params: {'param1': 120, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_120_200
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Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.913999999999998, Max: 15.6, Min: 9.13
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.913999999999998
Score: 10.913999999999998
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 111
Running with params: {'param1': 330, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_330_800
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 12.651999999999997, Max: 17.96, Min: 10.67
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: 12.651999999999997
Score: 12.651999999999997
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 112
Running with params: {'param1': 450, 'param2': 4100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_450_4100
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 22.724666666666668, Max: 32.14, Min: 19.26
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.724666666666668
Score: 22.724666666666668
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 113
Running with params: {'param1': 260, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_260_100
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Timings: Avg: 10.556333333333333, Max: 15.05, Min: 8.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.556333333333333, Max: 15.05, Min: 8.82
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.556333333333333
Score: 10.556333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 114
Running with params: {'param1': 360, 'param2': 100}
Optimization Iteration: 115
Running with params: {'param1': 310, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_310_400
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Timings: Avg: 11.463666666666667, Max: 16.35, Min: 9.62
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: 11.463666666666667, Max: 16.35, Min: 9.62
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: 11.463666666666667
Score: 11.463666666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 116
Running with params: {'param1': 470, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_470_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.867000000000003, Max: 15.53, Min: 9.14
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.867000000000003, Max: 15.53, Min: 9.14
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.867000000000003
Score: 10.867000000000003
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 117
Running with params: {'param1': 390, 'param2': 100}
Optimization Iteration: 118
Running with params: {'param1': 170, 'param2': 300}
Optimization Iteration: 119
Running with params: {'param1': 500, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_500_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.548, Max: 15.1, Min: 8.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.548, Max: 15.1, Min: 8.879999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.548
Score: 10.548
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 120
Running with params: {'param1': 410, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_410_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.866000000000001, Max: 15.549999999999999, Min: 9.049999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.866000000000001, Max: 15.549999999999999, Min: 9.049999999999999
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.866000000000001
Score: 10.866000000000001
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 121
Running with params: {'param1': 350, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_350_700
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.357000000000001, Max: 17.560000000000002, Min: 10.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.357000000000001, Max: 17.560000000000002, Min: 10.38
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.357000000000001
Score: 12.357000000000001
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 122
Running with params: {'param1': 210, 'param2': 100}
Optimization Iteration: 123
Running with params: {'param1': 440, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_440_600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.036333333333333, Max: 17.13, Min: 10.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.036333333333333, Max: 17.13, Min: 10.08
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.036333333333333
Score: 12.036333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 124
Running with params: {'param1': 370, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_370_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.538000000000004, Max: 15.1, Min: 8.799999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.538000000000004, Max: 15.1, Min: 8.799999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.538000000000004
Score: 10.538000000000004
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 125
Running with params: {'param1': 290, 'param2': 200}
Optimization Iteration: 126
Running with params: {'param1': 270, 'param2': 3200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_270_3200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 19.909, Max: 28.189999999999998, Min: 16.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.909, Max: 28.189999999999998, Min: 16.72
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.909
Score: 19.909
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 127
Running with params: {'param1': 240, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_240_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.159999999999998, Max: 15.93, Min: 9.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.159999999999998, Max: 15.93, Min: 9.34
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 (4.333342374871281e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.159999999999998
Score: 11.159999999999998
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 128
Running with params: {'param1': 320, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_320_400
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Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.431333333333335, Max: 16.37, Min: 9.6
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.431333333333335
Score: 11.431333333333335
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 129
Running with params: {'param1': 460, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_460_100
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Timings: Avg: 10.555000000000001, Max: 15.120000000000001, Min: 8.819999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.555000000000001, Max: 15.120000000000001, Min: 8.819999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.555000000000001
Score: 10.555000000000001
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 130
Running with params: {'param1': 390, 'param2': 100}
Optimization Iteration: 131
Running with params: {'param1': 430, 'param2': 200}
Optimization Iteration: 132
Running with params: {'param1': 140, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_140_100
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Timings: Avg: 10.577333333333337, Max: 15.06, Min: 8.870000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Evaluating 30 values out of 30
Overall-timings: Avg: 10.577333333333337, Max: 15.06, Min: 8.870000000000001
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.577333333333337
Score: 10.577333333333337
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 133
Running with params: {'param1': 260, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_260_900
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Timings: Avg: 12.966333333333331, Max: 18.450000000000003, Min: 10.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.966333333333331, Max: 18.450000000000003, Min: 10.879999999999999
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.966333333333331
Score: 12.966333333333331
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 134
Running with params: {'param1': 300, 'param2': 200}
Optimization Iteration: 135
Running with params: {'param1': 500, 'param2': 9300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_500_9300
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Timings: Avg: 38.63233333333333, Max: 54.04, Min: 32.6
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 38.63233333333333, Max: 54.04, Min: 32.6
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 38.63233333333333
Score: 38.63233333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 136
Running with params: {'param1': 330, 'param2': 1600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_330_1600
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Timings: Avg: 15.129666666666667, Max: 21.48, Min: 12.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.129666666666667, Max: 21.48, Min: 12.78
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.129666666666667
Score: 15.129666666666667
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 137
Running with params: {'param1': 370, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_370_500
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.758666666666665, Max: 16.759999999999998, Min: 9.889999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.758666666666665, Max: 16.759999999999998, Min: 9.889999999999999
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.758666666666665
Score: 11.758666666666665
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 138
Running with params: {'param1': 410, 'param2': 2300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_410_2300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 17.253666666666668, Max: 24.41, Min: 14.530000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.253666666666668, Max: 24.41, Min: 14.530000000000001
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.253666666666668
Score: 17.253666666666668
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 139
Running with params: {'param1': 480, 'param2': 100}
Optimization Iteration: 140
Running with params: {'param1': 190, 'param2': 300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_190_300
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.215333333333337, Max: 16.06, Min: 9.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.215333333333337, Max: 16.06, Min: 9.41
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.215333333333337
Score: 11.215333333333337
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 141
Running with params: {'param1': 250, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_250_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.557666666666666, Max: 15.06, Min: 8.879999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.557666666666666, Max: 15.06, Min: 8.879999999999999
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.557666666666666
Score: 10.557666666666666
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 142
Running with params: {'param1': 350, 'param2': 1200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_350_1200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 14.330666666666668, Max: 19.86, Min: 11.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 14.330666666666668, Max: 19.86, Min: 11.77
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.330666666666668
Score: 14.330666666666668
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 143
Running with params: {'param1': 220, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_220_200
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.992999999999997, Max: 15.58, Min: 9.08
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.992999999999997, Max: 15.58, Min: 9.08
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: 10.992999999999997
Score: 10.992999999999997
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 144
Running with params: {'param1': 280, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_280_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 11.465333333333332, Max: 16.38, Min: 9.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.465333333333332, Max: 16.38, Min: 9.63
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
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.465333333333332
Score: 11.465333333333332
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Optimization Iteration: 145
Running with params: {'param1': 340, 'param2': 100}
Optimization Iteration: 146
Running with params: {'param1': 400, 'param2': 100}
Optimization Iteration: 147
Running with params: {'param1': 430, 'param2': 100}
Optimization Iteration: 148
Running with params: {'param1': 400, 'param2': 100}
Optimization Iteration: 149
Running with params: {'param1': 380, 'param2': 100}
Optimization Iteration: 150
Running with params: {'param1': 450, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597641684/assert_58242412_450_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 10.552333333333333, Max: 15.1, Min: 8.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.552333333333333, Max: 15.1, Min: 8.83
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 (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.552333333333333
Score: 10.552333333333333
Best-score: 10.50066666666667
Best-param: {'param1': 410, 'param2': 100}
Upto iteration 150: {'param1': 410.0, 'param2': 100.0}
Breaking...
{'param1': 410.0, 'param2': 100.0}
Best score: 10.50066666666667
Repeated params: 26
Trials: 151
Best param {'param1': 410.0, 'param2': 100.0}
Reduction: 85.33890574678406%
Speedup: 6.820773284235919x
Optimizer time: 5484.778841257095
