Repo: numpyro
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/numpyro/test/test_mcmc.py
ClassName: none
Testname: test_change_point_x64
Params: param1,196,32,ParamType.ITER,500
param2,196,37,ParamType.ITER,3000
Assertion: assert mode == 44
Original runtime: 21.508000000000003
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 500, 'param2': 3000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_500_3000
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Timings: Avg: 15.720666666666666, Max: 22.650000000000002, Min: 13.1
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.720666666666666, Max: 22.650000000000002, Min: 13.1
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.720666666666666
Score: 15.720666666666666
Best-score: 15.720666666666666
Best-param: {'param1': 500, 'param2': 3000}
>>Setting original runtime to 15.720666666666666
Optimization Iteration: 1
Running with params: {'param1': 420, 'param2': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_420_2400
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Timings: Avg: 14.211999999999998, Max: 20.23, Min: 12.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.211999999999998, Max: 20.23, Min: 12.05
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.211999999999998
Score: 14.211999999999998
Best-score: 14.211999999999998
Best-param: {'param1': 420, 'param2': 2400}
Optimization Iteration: 2
Running with params: {'param1': 110, 'param2': 900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_110_900
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Timings: Avg: 10.142666666666663, Max: 14.46, Min: 8.49
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 14.211999999999998
Best-param: {'param1': 420, 'param2': 2400}
Optimization Iteration: 3
Running with params: {'param1': 430, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_430_600
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Timings: Avg: 10.106666666666666, Max: 14.290000000000001, Min: 8.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.106666666666666, Max: 14.290000000000001, Min: 8.44
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.106666666666666
Score: 10.106666666666666
Best-score: 10.106666666666666
Best-param: {'param1': 430, 'param2': 600}
Optimization Iteration: 4
Running with params: {'param1': 130, 'param2': 1700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_130_1700
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Timings: Avg: 11.916666666666666, Max: 17.04, Min: 10.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 11.916666666666666, Max: 17.04, Min: 10.13
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.916666666666666
Score: 11.916666666666666
Best-score: 10.106666666666666
Best-param: {'param1': 430, 'param2': 600}
Optimization Iteration: 5
Running with params: {'param1': 430, 'param2': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_430_100
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Timings: Avg: 8.925333333333333, Max: 12.61, Min: 7.46
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.925333333333333, Max: 12.61, Min: 7.46
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.925333333333333
Score: 8.925333333333333
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 6
Running with params: {'param1': 440, 'param2': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_440_1800
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Timings: Avg: 12.912333333333333, Max: 18.66, Min: 10.649999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.912333333333333, Max: 18.66, Min: 10.649999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.912333333333333
Score: 12.912333333333333
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 7
Running with params: {'param1': 490, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_490_400
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Timings: Avg: 9.810666666666666, Max: 13.94, Min: 8.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.810666666666666, Max: 13.94, Min: 8.27
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.810666666666666
Score: 9.810666666666666
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 8
Running with params: {'param1': 150, 'param2': 700}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_150_700
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Timings: Avg: 9.799000000000001, Max: 13.88, Min: 8.2
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 9
Running with params: {'param1': 110, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_110_500
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Timings: Avg: 9.237666666666664, Max: 13.11, Min: 7.7
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 10
Running with params: {'param1': 300, 'param2': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_300_500
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Timings: Avg: 9.677999999999999, Max: 13.82, Min: 8.13
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 11
Running with params: {'param1': 120, 'param2': 2600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_120_2600
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Timings: Avg: 13.842666666666668, Max: 20.02, Min: 11.729999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.842666666666668, Max: 20.02, Min: 11.729999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.842666666666668
Score: 13.842666666666668
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 12
Running with params: {'param1': 330, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_330_400
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Timings: Avg: 9.438999999999998, Max: 13.409999999999998, Min: 7.92
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.438999999999998, Max: 13.409999999999998, Min: 7.92
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.438999999999998
Score: 9.438999999999998
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 13
Running with params: {'param1': 130, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_130_400
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Timings: Avg: 8.994333333333334, Max: 12.82, Min: 7.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.994333333333334, Max: 12.82, Min: 7.55
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.994333333333334
Score: 8.994333333333334
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 14
Running with params: {'param1': 340, 'param2': 2900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_340_2900
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Timings: Avg: 15.201999999999998, Max: 21.459999999999997, Min: 12.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 15.201999999999998, Max: 21.459999999999997, Min: 12.78
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.201999999999998
Score: 15.201999999999998
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 15
Running with params: {'param1': 110, 'param2': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_110_400
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Timings: Avg: 9.007666666666667, Max: 12.77, Min: 7.5200000000000005
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 16
Running with params: {'param1': 390, 'param2': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_390_800
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Timings: Avg: 10.495666666666665, Max: 14.88, Min: 8.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 10.495666666666665, Max: 14.88, Min: 8.76
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.495666666666665
Score: 10.495666666666665
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 17
Running with params: {'param1': 120, 'param2': 1000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_120_1000
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Timings: Avg: 10.373, Max: 14.7, Min: 8.66
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 18
Running with params: {'param1': 110, 'param2': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_110_600
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Timings: Avg: 9.359000000000002, Max: 13.39, Min: 7.819999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.359000000000002, Max: 13.39, Min: 7.819999999999999
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.359000000000002
Score: 9.359000000000002
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 19
Running with params: {'param1': 370, 'param2': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597599533_numpyro/run_1597625855/assert_46604634_370_200
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Timings: Avg: 9.119, Max: 12.98, Min: 7.64
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.925333333333333
Best-param: {'param1': 430, 'param2': 100}
Optimization Iteration: 20
Running with params: {'param1': 210, 'param2': 1100}
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Optimization Iteration: 33
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Timings: Avg: 8.397333333333332, Max: 11.96, Min: 7.02
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.397333333333332, Max: 11.96, Min: 7.02
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Best-score: 8.397333333333332
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Timings: Avg: 11.153666666666668, Max: 15.93, Min: 9.469999999999999
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Evaluating 30 values out of 30
Overall-timings: Avg: 11.153666666666668, Max: 15.93, Min: 9.469999999999999
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Optimization Iteration: 37
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Launching 30 jobs, 15 in parallel
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Timings: Avg: 12.471, Max: 17.720000000000002, Min: 10.620000000000001
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.471, Max: 17.720000000000002, Min: 10.620000000000001
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Best-score: 8.397333333333332
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Optimization Iteration: 40
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Timings: Avg: 8.643666666666666, Max: 12.34, Min: 7.1899999999999995
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Evaluating 30 values out of 30
Overall-timings: Avg: 8.643666666666666, Max: 12.34, Min: 7.1899999999999995
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Optimization Iteration: 41
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Best-score: 8.397333333333332
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Optimization Iteration: 42
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Optimization Iteration: 44
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Timings: Avg: 8.703666666666667, Max: 12.23, Min: 7.34
Passed tests : 30
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.703666666666667, Max: 12.23, Min: 7.34
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
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Score: 8.703666666666667
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Optimization Iteration: 51
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Optimization Iteration: 53
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Optimization Iteration: 55
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Optimization Iteration: 56
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Optimization Iteration: 57
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Timings: Avg: 9.787333333333333, Max: 13.86, Min: 8.2
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 9.787333333333333, Max: 13.86, Min: 8.2
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Optimization Iteration: 59
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Optimization Iteration: 60
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Timings: Avg: 8.776666666666667, Max: 12.450000000000001, Min: 7.34
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.776666666666667, Max: 12.450000000000001, Min: 7.34
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Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 61
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Best-score: 8.397333333333332
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Optimization Iteration: 62
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Timings: Avg: 14.855999999999998, Max: 20.990000000000002, Min: 12.459999999999999
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Evaluating 30 values out of 30
Overall-timings: Avg: 14.855999999999998, Max: 20.990000000000002, Min: 12.459999999999999
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Best-score: 8.397333333333332
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 63
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Timings: Avg: 13.633999999999997, Max: 19.540000000000003, Min: 11.37
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 13.633999999999997, Max: 19.540000000000003, Min: 11.37
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Best-score: 8.397333333333332
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 64
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Timings: Avg: 9.951333333333332, Max: 14.19, Min: 8.36
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.951333333333332, Max: 14.19, Min: 8.36
Probability of fail : 0.0
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Runtime: 9.951333333333332
Score: 9.951333333333332
Best-score: 8.397333333333332
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 65
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Optimization Iteration: 66
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Timings: Avg: 9.891, Max: 14.06, Min: 8.32
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Evaluating 30 values out of 30
Overall-timings: Avg: 9.891, Max: 14.06, Min: 8.32
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Runtime: 9.891
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Timings: Avg: 12.136666666666665, Max: 17.19, Min: 10.24
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 12.136666666666665, Max: 17.19, Min: 10.24
Probability of fail : 0.0
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Timings: Avg: 8.815, Max: 12.47, Min: 7.42
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.815, Max: 12.47, Min: 7.42
Probability of fail : 0.0
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Runtime: 8.815
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Best-score: 8.397333333333332
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Timings: Avg: 8.776000000000002, Max: 12.42, Min: 7.37
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Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 8.776000000000002, Max: 12.42, Min: 7.37
Probability of fail : 0.0
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Runtime: 8.776000000000002
Score: 8.776000000000002
Best-score: 8.397333333333332
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Optimization Iteration: 99
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 8.397333333333332
Best-param: {'param1': 190, 'param2': 100}
Optimization Iteration: 100
Running with params: {'param1': 210, 'param2': 100}
Upto iteration 100: {'param1': 190.0, 'param2': 100.0}
Breaking...
{'param1': 190.0, 'param2': 100.0}
Best score: 8.397333333333332
Repeated params: 19
Trials: 101
Best param {'param1': 190.0, 'param2': 100.0}
Reduction: 46.58411432933294%
Speedup: 1.872102254684027x
Optimizer time: 1948.0149598121643
