Repo: sbi
Filename: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/projects/sbi/tests/linearGaussian_snpe_test.py
ClassName: none
Testname: test_c2st_snpe_on_linearGaussian[1-gaussian]
Params: num_samples,42,18,ParamType.ITER,1000
num_simulations_per_round,74,48,ParamType.ITER,2000
Assertion: np.testing.assert_allclose(score, val, rtol=0, atol=0.1)
Original runtime: 35.61
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'num_samples': 1000, 'num_simulations_per_round': 2000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_1000_2000
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Timings: Avg: 33.85833333333333, Max: 37.379999999999995, Min: 32.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.85833333333333, Max: 37.379999999999995, Min: 32.85
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.85833333333333
Score: 33.85833333333333
Best-score: 33.85833333333333
Best-param: {'num_samples': 1000, 'num_simulations_per_round': 2000}
>>Setting original runtime to 33.85833333333333
Optimization Iteration: 1
Running with params: {'num_samples': 480, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_480_200
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Timings: Avg: 9.59666666666667, Max: 10.6, Min: 9.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.59666666666667, Max: 10.6, Min: 9.4
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.59666666666667
Score: 9.59666666666667
Best-score: 9.59666666666667
Best-param: {'num_samples': 480, 'num_simulations_per_round': 200}
Optimization Iteration: 2
Running with params: {'num_samples': 130, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_130_400
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Timings: Avg: 9.368999999999998, Max: 9.73, Min: 9.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.368999999999998, Max: 9.73, Min: 9.17
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.368999999999998
Score: 9.368999999999998
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 3
Running with params: {'num_samples': 880, 'num_simulations_per_round': 1100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_880_1100
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Timings: Avg: 17.092333333333332, Max: 18.060000000000002, Min: 16.77
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 4
Running with params: {'num_samples': 160, 'num_simulations_per_round': 1200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_160_1200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 23.404333333333337, Max: 25.779999999999998, Min: 22.549999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.404333333333337, Max: 25.779999999999998, Min: 22.549999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.404333333333337
Score: 23.404333333333337
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 5
Running with params: {'num_samples': 680, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_680_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.196, Max: 12.83, Min: 11.950000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 6
Running with params: {'num_samples': 870, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_870_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.262333333333336, Max: 11.75, Min: 11.020000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 7
Running with params: {'num_samples': 390, 'num_simulations_per_round': 1300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_390_1300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.811666666666667, Max: 17.09, Min: 15.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.811666666666667, Max: 17.09, Min: 15.4
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.811666666666667
Score: 15.811666666666667
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 8
Running with params: {'num_samples': 440, 'num_simulations_per_round': 1300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_440_1300
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Timings: Avg: 23.834000000000003, Max: 25.069999999999997, Min: 23.169999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.834000000000003, Max: 25.069999999999997, Min: 23.169999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.834000000000003
Score: 23.834000000000003
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 9
Running with params: {'num_samples': 300, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_300_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.129333333333332, Max: 10.860000000000001, Min: 9.870000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.129333333333332, Max: 10.860000000000001, Min: 9.870000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.129333333333332
Score: 10.129333333333332
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 10
Running with params: {'num_samples': 460, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_460_400
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Timings: Avg: 13.270999999999999, Max: 13.58, Min: 12.83
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.270999999999999, Max: 13.58, Min: 12.83
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.270999999999999
Score: 13.270999999999999
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 11
Running with params: {'num_samples': 260, 'num_simulations_per_round': 1600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_260_1600
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Timings: Avg: 23.53366666666666, Max: 25.139999999999997, Min: 22.65
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.53366666666666, Max: 25.139999999999997, Min: 22.65
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.53366666666666
Score: 23.53366666666666
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 12
Running with params: {'num_samples': 380, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_380_100
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Timings: Avg: 9.934666666666665, Max: 11.11, Min: 9.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.934666666666665, Max: 11.11, Min: 9.66
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.934666666666665
Score: 9.934666666666665
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 13
Running with params: {'num_samples': 240, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_240_400
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Timings: Avg: 11.799999999999999, Max: 12.89, Min: 11.479999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.799999999999999, Max: 12.89, Min: 11.479999999999999
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.799999999999999
Score: 11.799999999999999
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 14
Running with params: {'num_samples': 210, 'num_simulations_per_round': 1300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_210_1300
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Timings: Avg: 16.873, Max: 18.24, Min: 16.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.873, Max: 18.24, Min: 16.41
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.873
Score: 16.873
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 15
Running with params: {'num_samples': 720, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_720_200
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Timings: Avg: 10.035, Max: 10.58, Min: 9.770000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 16
Running with params: {'num_samples': 100, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_100_200
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Timings: Avg: 8.534666666666668, Max: 8.71, Min: 8.32
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 17
Running with params: {'num_samples': 540, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_540_200
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Timings: Avg: 10.71133333333333, Max: 11.26, Min: 10.45
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 18
Running with params: {'num_samples': 180, 'num_simulations_per_round': 1100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_180_1100
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Timings: Avg: 27.528666666666666, Max: 30.330000000000002, Min: 26.98
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
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Evaluating 30 values out of 30
Overall-timings: Avg: 27.528666666666666, Max: 30.330000000000002, Min: 26.98
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.528666666666666
Score: 27.528666666666666
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 19
Running with params: {'num_samples': 170, 'num_simulations_per_round': 1700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_170_1700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.879333333333335, Max: 17.75, Min: 16.48
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
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Evaluating 30 values out of 30
Overall-timings: Avg: 16.879333333333335, Max: 17.75, Min: 16.48
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.879333333333335
Score: 16.879333333333335
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 20
Running with params: {'num_samples': 780, 'num_simulations_per_round': 1500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_780_1500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.276999999999997, Max: 21.41, Min: 18.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.276999999999997, Max: 21.41, Min: 18.71
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.276999999999997
Score: 19.276999999999997
Best-score: 9.368999999999998
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 21
Running with params: {'num_samples': 110, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_110_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.928666666666667, Max: 8.360000000000001, Min: 7.63
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.928666666666667, Max: 8.360000000000001, Min: 7.63
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.928666666666667
Score: 7.928666666666667
Best-score: 7.928666666666667
Best-param: {'num_samples': 110, 'num_simulations_per_round': 100}
Optimization Iteration: 22
Running with params: {'num_samples': 100, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_100_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.603333333333334, Max: 7.760000000000001, Min: 7.470000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.603333333333334, Max: 7.760000000000001, Min: 7.470000000000001
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.603333333333334
Score: 7.603333333333334
Best-score: 7.603333333333334
Best-param: {'num_samples': 100, 'num_simulations_per_round': 100}
Optimization Iteration: 23
Running with params: {'num_samples': 110, 'num_simulations_per_round': 100}
Optimization Iteration: 24
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_130_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.600333333333333, Max: 8.02, Min: 7.37
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.600333333333333, Max: 8.02, Min: 7.37
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.600333333333333
Score: 7.600333333333333
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 25
Running with params: {'num_samples': 140, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_140_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.735999999999999, Max: 10.100000000000001, Min: 9.47
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 26
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 27
Running with params: {'num_samples': 130, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_130_800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.07966666666666, Max: 22.15, Min: 19.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.07966666666666, Max: 22.15, Min: 19.41
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.07966666666666
Score: 20.07966666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 28
Running with params: {'num_samples': 220, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_220_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.759000000000002, Max: 10.17, Min: 9.41
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.759000000000002, Max: 10.17, Min: 9.41
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.759000000000002
Score: 9.759000000000002
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 29
Running with params: {'num_samples': 190, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_190_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.227, Max: 9.66, Min: 8.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.227, Max: 9.66, Min: 8.9
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.227
Score: 9.227
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 30
Running with params: {'num_samples': 280, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_280_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.725999999999997, Max: 10.95, Min: 10.43
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 31
Running with params: {'num_samples': 150, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_150_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.731666666666666, Max: 10.03, Min: 9.590000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.731666666666666, Max: 10.03, Min: 9.590000000000002
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.731666666666666
Score: 9.731666666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 32
Running with params: {'num_samples': 120, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_120_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.511666666666668, Max: 17.400000000000002, Min: 15.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.511666666666668, Max: 17.400000000000002, Min: 15.0
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.511666666666668
Score: 15.511666666666668
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 33
Running with params: {'num_samples': 340, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_340_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.977666666666666, Max: 9.65, Min: 8.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.977666666666666, Max: 9.65, Min: 8.76
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.977666666666666
Score: 8.977666666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 34
Running with params: {'num_samples': 570, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_570_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.930333333333334, Max: 8.370000000000001, Min: 7.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.930333333333334, Max: 8.370000000000001, Min: 7.66
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.930333333333334
Score: 7.930333333333334
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 35
Running with params: {'num_samples': 200, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_200_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.971666666666666, Max: 9.520000000000001, Min: 8.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.971666666666666, Max: 9.520000000000001, Min: 8.72
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.971666666666666
Score: 8.971666666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 36
Running with params: {'num_samples': 150, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_150_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.261333333333333, Max: 10.23, Min: 8.98
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 37
Running with params: {'num_samples': 120, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_120_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.579, Max: 8.92, Min: 8.270000000000001
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: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 38
Running with params: {'num_samples': 160, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_160_900
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Timings: Avg: 25.234, Max: 26.95, Min: 24.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.234, Max: 26.95, Min: 24.47
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.234
Score: 25.234
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 39
Running with params: {'num_samples': 330, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_330_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.650666666666668, Max: 8.38, Min: 7.36
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: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 40
Running with params: {'num_samples': 250, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_250_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.682666666666666, Max: 7.85, Min: 7.46
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: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 41
Running with params: {'num_samples': 1000, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_1000_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 12.153666666666664, Max: 13.17, Min: 11.809999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.153666666666664, Max: 13.17, Min: 11.809999999999999
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.153666666666664
Score: 12.153666666666664
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 42
Running with params: {'num_samples': 140, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_140_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.840333333333332, Max: 12.74, Min: 11.57
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 43
Running with params: {'num_samples': 230, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_230_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.6930000000000005, Max: 8.07, Min: 7.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.6930000000000005, Max: 8.07, Min: 7.52
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.6930000000000005
Score: 7.6930000000000005
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 44
Running with params: {'num_samples': 110, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_110_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.149, Max: 9.79, Min: 8.860000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.149, Max: 9.79, Min: 8.860000000000001
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.149
Score: 9.149
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 45
Running with params: {'num_samples': 390, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_390_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.945333333333332, Max: 8.07, Min: 7.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.945333333333332, Max: 8.07, Min: 7.76
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.945333333333332
Score: 7.945333333333332
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 46
Running with params: {'num_samples': 180, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_180_700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.494666666666667, Max: 14.840000000000002, Min: 13.149999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 47
Running with params: {'num_samples': 280, 'num_simulations_per_round': 100}
Optimization Iteration: 48
Running with params: {'num_samples': 130, 'num_simulations_per_round': 2000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_130_2000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 61.273666666666664, Max: 66.65, Min: 59.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 61.273666666666664, Max: 66.65, Min: 59.5
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 61.273666666666664
Score: 61.273666666666664
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 49
Running with params: {'num_samples': 590, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_590_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.757333333333333, Max: 8.940000000000001, Min: 8.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.757333333333333, Max: 8.940000000000001, Min: 8.52
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.757333333333333
Score: 8.757333333333333
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 50
Running with params: {'num_samples': 440, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_440_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.353000000000002, Max: 12.01, Min: 11.09
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Upto iteration 50: {'num_samples': 130.0, 'num_simulations_per_round': 100.0}
Optimization Iteration: 51
Running with params: {'num_samples': 100, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_100_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.147333333333336, Max: 11.110000000000001, Min: 9.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.147333333333336, Max: 11.110000000000001, Min: 9.79
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.147333333333336
Score: 10.147333333333336
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 52
Running with params: {'num_samples': 490, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_490_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.241999999999999, Max: 8.56, Min: 8.040000000000001
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 53
Running with params: {'num_samples': 210, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_210_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.197666666666667, Max: 10.030000000000001, Min: 8.9
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.197666666666667, Max: 10.030000000000001, Min: 8.9
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.197666666666667
Score: 9.197666666666667
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 54
Running with params: {'num_samples': 160, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_160_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.407000000000002, Max: 8.8, Min: 8.21
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.407000000000002, Max: 8.8, Min: 8.21
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.407000000000002
Score: 8.407000000000002
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 55
Running with params: {'num_samples': 120, 'num_simulations_per_round': 200}
Optimization Iteration: 56
Running with params: {'num_samples': 300, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_300_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.526, Max: 8.610000000000001, Min: 8.33
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 57
Running with params: {'num_samples': 180, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_180_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.986666666666666, Max: 15.1, Min: 13.489999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 13.986666666666666, Max: 15.1, Min: 13.489999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 13.986666666666666
Score: 13.986666666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 58
Running with params: {'num_samples': 370, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_370_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.519333333333332, Max: 8.680000000000001, Min: 8.34
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.519333333333332, Max: 8.680000000000001, Min: 8.34
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.519333333333332
Score: 8.519333333333332
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 59
Running with params: {'num_samples': 100, 'num_simulations_per_round': 1100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_100_1100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.78033333333333, Max: 19.61, Min: 17.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.78033333333333, Max: 19.61, Min: 17.17
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.78033333333333
Score: 17.78033333333333
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 60
Running with params: {'num_samples': 270, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_270_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.516666666666667, Max: 8.75, Min: 8.34
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 61
Running with params: {'num_samples': 140, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_140_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 15.056333333333331, Max: 16.400000000000002, Min: 14.510000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.056333333333331, Max: 16.400000000000002, Min: 14.510000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.056333333333331
Score: 15.056333333333331
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 62
Running with params: {'num_samples': 110, 'num_simulations_per_round': 200}
Optimization Iteration: 63
Running with params: {'num_samples': 670, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_670_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.753666666666666, Max: 9.889999999999999, Min: 9.58
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.753666666666666, Max: 9.889999999999999, Min: 9.58
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.753666666666666
Score: 9.753666666666666
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 64
Running with params: {'num_samples': 230, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_230_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.028, Max: 11.17, Min: 10.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 11.028, Max: 11.17, Min: 10.87
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 11.028
Score: 11.028
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 65
Running with params: {'num_samples': 190, 'num_simulations_per_round': 100}
Optimization Iteration: 66
Running with params: {'num_samples': 120, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_120_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 11.165333333333333, Max: 11.370000000000001, Min: 10.95
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 67
Running with params: {'num_samples': 110, 'num_simulations_per_round': 100}
Optimization Iteration: 68
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 69
Running with params: {'num_samples': 170, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_170_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.089666666666666, Max: 8.18, Min: 7.91
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 70
Running with params: {'num_samples': 150, 'num_simulations_per_round': 100}
Optimization Iteration: 71
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 72
Running with params: {'num_samples': 170, 'num_simulations_per_round': 100}
Optimization Iteration: 73
Running with params: {'num_samples': 210, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_210_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.227666666666668, Max: 8.360000000000001, Min: 7.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.227666666666668, Max: 8.360000000000001, Min: 7.97
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.227666666666668
Score: 8.227666666666668
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 74
Running with params: {'num_samples': 140, 'num_simulations_per_round': 100}
Optimization Iteration: 75
Running with params: {'num_samples': 150, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_150_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.771333333333333, Max: 8.98, Min: 8.57
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 76
Running with params: {'num_samples': 100, 'num_simulations_per_round': 100}
Optimization Iteration: 77
Running with params: {'num_samples': 250, 'num_simulations_per_round': 100}
Optimization Iteration: 78
Running with params: {'num_samples': 200, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_200_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.484000000000002, Max: 9.77, Min: 9.290000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.484000000000002, Max: 9.77, Min: 9.290000000000001
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.484000000000002
Score: 9.484000000000002
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 79
Running with params: {'num_samples': 130, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_130_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.494666666666665, Max: 9.270000000000001, Min: 8.209999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.494666666666665, Max: 9.270000000000001, Min: 8.209999999999999
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.494666666666665
Score: 8.494666666666665
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 80
Running with params: {'num_samples': 120, 'num_simulations_per_round': 100}
Optimization Iteration: 81
Running with params: {'num_samples': 110, 'num_simulations_per_round': 100}
Optimization Iteration: 82
Running with params: {'num_samples': 160, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_160_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.849333333333332, Max: 10.16, Min: 9.64
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 83
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 84
Running with params: {'num_samples': 190, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_190_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 21.957333333333327, Max: 24.02, Min: 21.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.957333333333327, Max: 24.02, Min: 21.27
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.957333333333327
Score: 21.957333333333327
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 85
Running with params: {'num_samples': 900, 'num_simulations_per_round': 2000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_900_2000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 26.90333333333334, Max: 29.48, Min: 25.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.90333333333334, Max: 29.48, Min: 25.95
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.90333333333334
Score: 26.90333333333334
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 86
Running with params: {'num_samples': 300, 'num_simulations_per_round': 100}
Optimization Iteration: 87
Running with params: {'num_samples': 360, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_360_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 9.179333333333336, Max: 9.33, Min: 8.97
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 9.179333333333336, Max: 9.33, Min: 8.97
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 9.179333333333336
Score: 9.179333333333336
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 88
Running with params: {'num_samples': 220, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_220_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.646666666666667, Max: 10.790000000000001, Min: 10.45
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 89
Running with params: {'num_samples': 100, 'num_simulations_per_round': 200}
Optimization Iteration: 90
Running with params: {'num_samples': 140, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_140_200
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Timings: Avg: 7.850333333333334, Max: 8.16, Min: 7.65
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 91
Running with params: {'num_samples': 160, 'num_simulations_per_round': 100}
Optimization Iteration: 92
Running with params: {'num_samples': 240, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_240_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.886999999999999, Max: 9.290000000000001, Min: 8.61
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 93
Running with params: {'num_samples': 120, 'num_simulations_per_round': 1300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_120_1300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.443999999999996, Max: 32.13, Min: 27.459999999999997
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 94
Running with params: {'num_samples': 400, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_400_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.585333333333336, Max: 15.03, Min: 14.33
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 95
Running with params: {'num_samples': 170, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_170_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.402333333333335, Max: 8.56, Min: 8.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 8.402333333333335, Max: 8.56, Min: 8.24
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 8.402333333333335
Score: 8.402333333333335
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 96
Running with params: {'num_samples': 180, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_180_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.468666666666667, Max: 11.0, Min: 10.209999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 97
Running with params: {'num_samples': 200, 'num_simulations_per_round': 100}
Optimization Iteration: 98
Running with params: {'num_samples': 110, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_110_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 10.617999999999999, Max: 11.55, Min: 10.229999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 10.617999999999999, Max: 11.55, Min: 10.229999999999999
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 10.617999999999999
Score: 10.617999999999999
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 99
Running with params: {'num_samples': 150, 'num_simulations_per_round': 100}
Optimization Iteration: 100
Running with params: {'num_samples': 260, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597898290/assert_81831493_260_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 7.73, Max: 8.36, Min: 7.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 7.73, Max: 8.36, Min: 7.47
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 7.73
Score: 7.73
Best-score: 7.600333333333333
Best-param: {'num_samples': 130, 'num_simulations_per_round': 100}
Upto iteration 100: {'num_samples': 130.0, 'num_simulations_per_round': 100.0}
Breaking...
{'num_samples': 130.0, 'num_simulations_per_round': 100.0}
Best score: 7.600333333333333
Repeated params: 22
Trials: 101
Best param {'num_samples': 130.0, 'num_simulations_per_round': 100.0}
Reduction: 77.55254737878415%
Speedup: 4.454848471558265x
Optimizer time: 1118.4067718982697
