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_different_dims
Params: num_samples,135,18,ParamType.ITER,1000
num_simulations_per_round,167,62,ParamType.ITER,2000
Assertion: np.testing.assert_allclose(score, val, rtol=0, atol=0.1)
Original runtime: 89.9
>>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_1597899499/assert_44071791_1000_2000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 83.787, Max: 87.85, Min: 81.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 83.787, Max: 87.85, Min: 81.0
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 83.787
Score: 83.787
Best-score: 83.787
Best-param: {'num_samples': 1000, 'num_simulations_per_round': 2000}
>>Setting original runtime to 83.787
Optimization Iteration: 1
Running with params: {'num_samples': 150, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_150_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 23.505, Max: 25.59, Min: 22.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.505, Max: 25.59, Min: 22.95
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.505
Score: 23.505
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 2
Running with params: {'num_samples': 110, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 28.048333333333332, Max: 29.61, Min: 27.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.048333333333332, Max: 29.61, Min: 27.13
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.048333333333332
Score: 28.048333333333332
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 3
Running with params: {'num_samples': 990, 'num_simulations_per_round': 1700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_990_1700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 67.68900000000001, Max: 69.37, Min: 66.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 67.68900000000001, Max: 69.37, Min: 66.07
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 67.68900000000001
Score: 67.68900000000001
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 4
Running with params: {'num_samples': 480, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_480_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 44.48766666666668, Max: 45.64, Min: 43.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 44.48766666666668, Max: 45.64, Min: 43.45
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 44.48766666666668
Score: 44.48766666666668
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 5
Running with params: {'num_samples': 690, 'num_simulations_per_round': 1800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_690_1800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 56.67500000000002, Max: 61.92, Min: 55.0
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 56.67500000000002, Max: 61.92, Min: 55.0
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 56.67500000000002
Score: 56.67500000000002
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 6
Running with params: {'num_samples': 250, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_250_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 13...
Iter 14...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 27...
Iter 29...
Timings: Avg: 31.846666666666675, Max: 34.12, Min: 30.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.846666666666675, Max: 34.12, Min: 30.95
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.846666666666675
Score: 31.846666666666675
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 7
Running with params: {'num_samples': 240, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_240_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 22.808666666666667, Max: 24.240000000000002, Min: 22.35
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: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 8
Running with params: {'num_samples': 110, 'num_simulations_per_round': 1000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_1000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 21...
Iter 20...
Iter 22...
Iter 23...
Iter 25...
Iter 24...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 30.747333333333337, Max: 33.71, Min: 29.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.747333333333337, Max: 33.71, Min: 29.55
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.747333333333337
Score: 30.747333333333337
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 9
Running with params: {'num_samples': 330, 'num_simulations_per_round': 1200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_330_1200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 45.20233333333335, Max: 48.32, Min: 43.94
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 45.20233333333335, Max: 48.32, Min: 43.94
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 45.20233333333335
Score: 45.20233333333335
Best-score: 23.505
Best-param: {'num_samples': 150, 'num_simulations_per_round': 400}
Optimization Iteration: 10
Running with params: {'num_samples': 160, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_160_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 20.598999999999997, Max: 21.8, Min: 20.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.598999999999997, Max: 21.8, Min: 20.18
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.598999999999997
Score: 20.598999999999997
Best-score: 20.598999999999997
Best-param: {'num_samples': 160, 'num_simulations_per_round': 300}
Optimization Iteration: 11
Running with params: {'num_samples': 270, 'num_simulations_per_round': 1000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_270_1000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 46.88900000000001, Max: 50.480000000000004, Min: 45.02
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 46.88900000000001, Max: 50.480000000000004, Min: 45.02
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 46.88900000000001
Score: 46.88900000000001
Best-score: 20.598999999999997
Best-param: {'num_samples': 160, 'num_simulations_per_round': 300}
Optimization Iteration: 12
Running with params: {'num_samples': 260, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_260_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 19.983333333333334, Max: 21.14, Min: 19.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.983333333333334, Max: 21.14, Min: 19.38
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 19.983333333333334
Score: 19.983333333333334
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 13
Running with params: {'num_samples': 750, 'num_simulations_per_round': 1800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_750_1800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 27...
Iter 29...
Timings: Avg: 62.48233333333334, Max: 65.48, Min: 60.85
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 62.48233333333334, Max: 65.48, Min: 60.85
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 62.48233333333334
Score: 62.48233333333334
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 14
Running with params: {'num_samples': 220, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_220_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 28.24533333333333, Max: 29.68, Min: 27.430000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.24533333333333, Max: 29.68, Min: 27.430000000000003
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.24533333333333
Score: 28.24533333333333
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 15
Running with params: {'num_samples': 180, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_180_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 22.194666666666667, Max: 23.03, Min: 21.89
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 22.194666666666667, Max: 23.03, Min: 21.89
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.194666666666667
Score: 22.194666666666667
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 16
Running with params: {'num_samples': 190, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_190_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 21.883666666666667, Max: 23.080000000000002, Min: 21.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.883666666666667, Max: 23.080000000000002, Min: 21.47
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.883666666666667
Score: 21.883666666666667
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 17
Running with params: {'num_samples': 780, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_780_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 28...
Iter 27...
Timings: Avg: 28.630000000000003, Max: 29.52, Min: 28.04
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 18
Running with params: {'num_samples': 270, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_270_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 19.218999999999998, Max: 20.07, Min: 18.8
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 19
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_1597899499/assert_44071791_230_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 23.02966666666667, Max: 23.28, Min: 22.700000000000003
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 20
Running with params: {'num_samples': 310, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_310_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 29.563666666666663, Max: 30.41, Min: 29.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.563666666666663, Max: 30.41, Min: 29.19
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.563666666666663
Score: 29.563666666666663
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 21
Running with params: {'num_samples': 410, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_410_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 19...
Iter 18...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 25.221333333333334, Max: 25.95, Min: 24.76
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 22
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_1597899499/assert_44071791_140_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 11.914666666666667, Max: 12.27, Min: 11.690000000000001
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 23
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_1597899499/assert_44071791_150_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 16.682, Max: 17.25, Min: 16.19
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 24
Running with params: {'num_samples': 400, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_400_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 16.802, Max: 17.76, Min: 16.46
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 25
Running with params: {'num_samples': 190, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_190_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 34.071, Max: 36.0, Min: 33.18
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.071, Max: 36.0, Min: 33.18
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.071
Score: 34.071
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 26
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_1597899499/assert_44071791_130_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 12.199333333333332, Max: 12.85, Min: 11.83
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 27
Running with params: {'num_samples': 520, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_520_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 24.00633333333333, Max: 25.330000000000002, Min: 23.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 24.00633333333333, Max: 25.330000000000002, Min: 23.36
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.00633333333333
Score: 24.00633333333333
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 28
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_1597899499/assert_44071791_340_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 26...
Iter 25...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 28.966, Max: 30.67, Min: 28.22
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 29
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_1597899499/assert_44071791_160_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 18...
Iter 19...
Iter 17...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 21.985, Max: 23.799999999999997, Min: 21.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.985, Max: 23.799999999999997, Min: 21.45
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.985
Score: 21.985
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 30
Running with params: {'num_samples': 100, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_100_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 25.411999999999995, Max: 27.56, Min: 24.720000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.411999999999995, Max: 27.56, Min: 24.720000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.411999999999995
Score: 25.411999999999995
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 31
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 32
Running with params: {'num_samples': 210, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_210_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 27.796333333333333, Max: 29.2, Min: 27.28
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.796333333333333, Max: 29.2, Min: 27.28
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.796333333333333
Score: 27.796333333333333
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 33
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_1597899499/assert_44071791_170_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 19.908, Max: 21.52, Min: 19.490000000000002
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 34
Running with params: {'num_samples': 110, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 31.835333333333335, Max: 33.620000000000005, Min: 30.95
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.835333333333335, Max: 33.620000000000005, Min: 30.95
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.835333333333335
Score: 31.835333333333335
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 35
Running with params: {'num_samples': 480, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_480_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 36.025, Max: 37.330000000000005, Min: 35.52
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 36
Running with params: {'num_samples': 590, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_590_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 23.47266666666667, Max: 24.630000000000003, Min: 23.06
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 37
Running with params: {'num_samples': 390, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_390_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 24.037666666666663, Max: 25.89, Min: 23.55
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 24.037666666666663, Max: 25.89, Min: 23.55
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.037666666666663
Score: 24.037666666666663
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 38
Running with params: {'num_samples': 990, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_990_200
Launching 30 jobs, 30 in parallel
Iter 1...
Iter 0...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 20.15533333333333, Max: 20.72, Min: 19.83
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: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 39
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_1597899499/assert_44071791_300_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 16...
Iter 15...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 32.696999999999996, Max: 33.48, Min: 32.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.696999999999996, Max: 33.48, Min: 32.15
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.696999999999996
Score: 32.696999999999996
Best-score: 19.983333333333334
Best-param: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 40
Running with params: {'num_samples': 120, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_120_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 17.763333333333332, Max: 18.55, Min: 17.27
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 17.763333333333332, Max: 18.55, Min: 17.27
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.763333333333332
Score: 17.763333333333332
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 41
Running with params: {'num_samples': 100, 'num_simulations_per_round': 1300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_100_1300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 37.68033333333334, Max: 39.85, Min: 36.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 37.68033333333334, Max: 39.85, Min: 36.86
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 37.68033333333334
Score: 37.68033333333334
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 42
Running with params: {'num_samples': 630, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_630_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 29...
Iter 27...
Timings: Avg: 18.451666666666664, Max: 19.349999999999998, Min: 17.979999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.451666666666664, Max: 19.349999999999998, Min: 17.979999999999997
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.451666666666664
Score: 18.451666666666664
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 43
Running with params: {'num_samples': 880, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_880_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 27.662333333333333, Max: 30.41, Min: 27.03
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.662333333333333, Max: 30.41, Min: 27.03
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.662333333333333
Score: 27.662333333333333
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 44
Running with params: {'num_samples': 640, 'num_simulations_per_round': 1500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_640_1500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 69.67200000000001, Max: 73.87, Min: 67.36
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 69.67200000000001, Max: 73.87, Min: 67.36
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 69.67200000000001
Score: 69.67200000000001
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 45
Running with params: {'num_samples': 980, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_980_900
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 59.75866666666666, Max: 63.86, Min: 58.04
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 46
Running with params: {'num_samples': 580, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_580_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 5...
Iter 4...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 40.419666666666664, Max: 42.85, Min: 39.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 40.419666666666664, Max: 42.85, Min: 39.57
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 40.419666666666664
Score: 40.419666666666664
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 47
Running with params: {'num_samples': 780, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_780_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 9...
Iter 8...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 34.35999999999999, Max: 36.480000000000004, Min: 33.379999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.35999999999999, Max: 36.480000000000004, Min: 33.379999999999995
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.35999999999999
Score: 34.35999999999999
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 48
Running with params: {'num_samples': 460, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_460_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 29...
Iter 27...
Timings: Avg: 47.013, Max: 49.94, Min: 45.74
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 47.013, Max: 49.94, Min: 45.74
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 47.013
Score: 47.013
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 49
Running with params: {'num_samples': 360, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_360_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 28.009000000000004, Max: 29.29, Min: 27.56
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 50
Running with params: {'num_samples': 870, 'num_simulations_per_round': 1200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_870_1200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 56.33699999999999, Max: 60.300000000000004, Min: 55.169999999999995
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 56.33699999999999, Max: 60.300000000000004, Min: 55.169999999999995
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 56.33699999999999
Score: 56.33699999999999
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Upto iteration 50: {'num_samples': 120.0, 'num_simulations_per_round': 300.0}
Optimization Iteration: 51
Running with params: {'num_samples': 540, 'num_simulations_per_round': 2000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_540_2000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 89.85933333333334, Max: 94.86, Min: 87.22
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 89.85933333333334, Max: 94.86, Min: 87.22
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 89.85933333333334
Score: 89.85933333333334
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 52
Running with params: {'num_samples': 670, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_670_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 40.99533333333333, Max: 42.55, Min: 40.24
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 53
Running with params: {'num_samples': 120, 'num_simulations_per_round': 1000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_120_1000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 40.13766666666666, Max: 44.03, Min: 38.550000000000004
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 40.13766666666666, Max: 44.03, Min: 38.550000000000004
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 40.13766666666666
Score: 40.13766666666666
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 54
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_1597899499/assert_44071791_440_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 28...
Iter 27...
Timings: Avg: 16.018666666666665, Max: 16.759999999999998, Min: 15.78
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 55
Running with params: {'num_samples': 300, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_300_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 27.674666666666663, Max: 29.29, Min: 27.3
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 56
Running with params: {'num_samples': 710, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_710_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 40.38633333333333, Max: 42.010000000000005, Min: 39.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 40.38633333333333, Max: 42.010000000000005, Min: 39.4
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 40.38633333333333
Score: 40.38633333333333
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 57
Running with params: {'num_samples': 250, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_250_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 16...
Iter 15...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 22...
Iter 23...
Iter 21...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 28.959666666666667, Max: 31.009999999999998, Min: 28.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.959666666666667, Max: 31.009999999999998, Min: 28.07
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.959666666666667
Score: 28.959666666666667
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 58
Running with params: {'num_samples': 210, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_210_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 35.95933333333334, Max: 38.5, Min: 34.87
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.95933333333334, Max: 38.5, Min: 34.87
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.95933333333334
Score: 35.95933333333334
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 59
Running with params: {'num_samples': 830, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_830_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 33.33266666666667, Max: 33.77, Min: 32.88999999999999
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 60
Running with params: {'num_samples': 370, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_370_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 16.869666666666667, Max: 17.24, Min: 16.680000000000003
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 61
Running with params: {'num_samples': 270, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_270_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 27.585333333333335, Max: 29.59, Min: 26.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.585333333333335, Max: 29.59, Min: 26.82
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.585333333333335
Score: 27.585333333333335
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 62
Running with params: {'num_samples': 510, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_510_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 27...
Iter 29...
Timings: Avg: 17.986, Max: 18.99, Min: 17.57
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 63
Running with params: {'num_samples': 420, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_420_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 18...
Iter 17...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 29.317999999999998, Max: 31.48, Min: 28.8
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 64
Running with params: {'num_samples': 600, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_600_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 23.226333333333333, Max: 24.7, Min: 22.74
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 65
Running with params: {'num_samples': 330, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_330_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 37.850666666666676, Max: 39.9, Min: 36.71
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 66
Running with params: {'num_samples': 200, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_200_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 26...
Iter 25...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 24.29033333333333, Max: 24.92, Min: 23.66
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 24.29033333333333, Max: 24.92, Min: 23.66
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 24.29033333333333
Score: 24.29033333333333
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 67
Running with params: {'num_samples': 170, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_170_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 23.77633333333333, Max: 25.22, Min: 23.049999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.77633333333333, Max: 25.22, Min: 23.049999999999997
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.77633333333333
Score: 23.77633333333333
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 68
Running with params: {'num_samples': 150, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_150_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 22.53633333333333, Max: 23.23, Min: 21.99
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 69
Running with params: {'num_samples': 280, 'num_simulations_per_round': 200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_280_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 21.146666666666665, Max: 22.380000000000003, Min: 20.71
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: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 70
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_1597899499/assert_44071791_240_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 30.605999999999998, Max: 32.56, Min: 29.700000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.605999999999998, Max: 32.56, Min: 29.700000000000003
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.605999999999998
Score: 30.605999999999998
Best-score: 17.763333333333332
Best-param: {'num_samples': 120, 'num_simulations_per_round': 300}
Optimization Iteration: 71
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_1597899499/assert_44071791_130_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 15.351333333333336, Max: 16.74, Min: 14.950000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.351333333333336, Max: 16.74, Min: 14.950000000000001
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.351333333333336
Score: 15.351333333333336
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 72
Running with params: {'num_samples': 110, 'num_simulations_per_round': 600}
Optimization Iteration: 73
Running with params: {'num_samples': 120, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_120_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 21.800666666666668, Max: 24.29, Min: 21.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 21.800666666666668, Max: 24.29, Min: 21.13
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 21.800666666666668
Score: 21.800666666666668
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 74
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_1597899499/assert_44071791_140_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 26.898333333333333, Max: 29.01, Min: 25.779999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.898333333333333, Max: 29.01, Min: 25.779999999999998
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.898333333333333
Score: 26.898333333333333
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 75
Running with params: {'num_samples': 100, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_100_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 18.324333333333335, Max: 19.57, Min: 17.96
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.324333333333335, Max: 19.57, Min: 17.96
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.324333333333335
Score: 18.324333333333335
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 76
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_1597899499/assert_44071791_100_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 28...
Iter 27...
Timings: Avg: 15.787, Max: 16.22, Min: 15.33
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 15.787, Max: 16.22, Min: 15.33
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 15.787
Score: 15.787
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 77
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_1597899499/assert_44071791_120_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 10.155000000000001, Max: 11.02, Min: 9.850000000000001
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 78
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_1597899499/assert_44071791_130_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 11.390333333333334, Max: 11.8, Min: 11.11
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 79
Running with params: {'num_samples': 180, 'num_simulations_per_round': 100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_180_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 28...
Iter 27...
Timings: Avg: 22.963, Max: 24.21, Min: 22.5
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 80
Running with params: {'num_samples': 140, 'num_simulations_per_round': 100}
Optimization Iteration: 81
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_1597899499/assert_44071791_110_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 13...
Iter 12...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 18.25166666666667, Max: 19.57, Min: 17.740000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.25166666666667, Max: 19.57, Min: 17.740000000000002
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 18.25166666666667
Score: 18.25166666666667
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 82
Running with params: {'num_samples': 160, 'num_simulations_per_round': 200}
Optimization Iteration: 83
Running with params: {'num_samples': 130, 'num_simulations_per_round': 200}
Optimization Iteration: 84
Running with params: {'num_samples': 180, 'num_simulations_per_round': 100}
Optimization Iteration: 85
Running with params: {'num_samples': 150, 'num_simulations_per_round': 300}
Optimization Iteration: 86
Running with params: {'num_samples': 120, 'num_simulations_per_round': 100}
Optimization Iteration: 87
Running with params: {'num_samples': 100, 'num_simulations_per_round': 200}
Optimization Iteration: 88
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_1597899499/assert_44071791_100_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 2...
Iter 1...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 17...
Iter 16...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 15.269666666666666, Max: 16.34, Min: 14.940000000000001
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 89
Running with params: {'num_samples': 100, 'num_simulations_per_round': 100}
Optimization Iteration: 90
Running with params: {'num_samples': 110, 'num_simulations_per_round': 200}
Optimization Iteration: 91
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_1597899499/assert_44071791_230_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 12.224666666666666, Max: 12.8, Min: 11.94
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 92
Running with params: {'num_samples': 170, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_170_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 34.21866666666667, Max: 36.36, Min: 33.47
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.21866666666667, Max: 36.36, Min: 33.47
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.21866666666667
Score: 34.21866666666667
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 93
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_1597899499/assert_44071791_160_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 13.454666666666665, Max: 13.950000000000001, Min: 13.09
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 94
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_1597899499/assert_44071791_140_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 3...
Iter 2...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 16.446666666666665, Max: 16.91, Min: 16.05
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 95
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_1597899499/assert_44071791_200_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 15.291666666666666, Max: 16.31, Min: 14.83
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 96
Running with params: {'num_samples': 100, 'num_simulations_per_round': 200}
Optimization Iteration: 97
Running with params: {'num_samples': 130, 'num_simulations_per_round': 100}
Optimization Iteration: 98
Running with params: {'num_samples': 110, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_900
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 19...
Iter 18...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 25.727666666666668, Max: 27.82, Min: 24.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.727666666666668, Max: 27.82, Min: 24.93
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.727666666666668
Score: 25.727666666666668
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 99
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_1597899499/assert_44071791_150_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 14.845333333333333, Max: 15.66, Min: 14.48
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 100
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_1597899499/assert_44071791_220_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 25.054333333333332, Max: 26.85, Min: 24.5
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Upto iteration 100: {'num_samples': 130.0, 'num_simulations_per_round': 400.0}
Optimization Iteration: 101
Running with params: {'num_samples': 110, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 20.70733333333333, Max: 22.46, Min: 20.19
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.70733333333333, Max: 22.46, Min: 20.19
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 20.70733333333333
Score: 20.70733333333333
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 102
Running with params: {'num_samples': 120, 'num_simulations_per_round': 1600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_120_1600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 34.971, Max: 37.36, Min: 33.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.971, Max: 37.36, Min: 33.54
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.971
Score: 34.971
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 103
Running with params: {'num_samples': 140, 'num_simulations_per_round': 100}
Optimization Iteration: 104
Running with params: {'num_samples': 100, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_100_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 23.703000000000007, Max: 25.029999999999998, Min: 22.919999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.703000000000007, Max: 25.029999999999998, Min: 22.919999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.703000000000007
Score: 23.703000000000007
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 105
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_1597899499/assert_44071791_180_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 33.47533333333333, Max: 35.92, Min: 32.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 33.47533333333333, Max: 35.92, Min: 32.39
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 33.47533333333333
Score: 33.47533333333333
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 106
Running with params: {'num_samples': 190, 'num_simulations_per_round': 300}
Optimization Iteration: 107
Running with params: {'num_samples': 130, 'num_simulations_per_round': 200}
Optimization Iteration: 108
Running with params: {'num_samples': 100, 'num_simulations_per_round': 100}
Optimization Iteration: 109
Running with params: {'num_samples': 110, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_110_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 23.424666666666663, Max: 23.88, Min: 22.919999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 23.424666666666663, Max: 23.88, Min: 22.919999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 23.424666666666663
Score: 23.424666666666663
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 110
Running with params: {'num_samples': 150, 'num_simulations_per_round': 200}
Optimization Iteration: 111
Running with params: {'num_samples': 160, 'num_simulations_per_round': 300}
Optimization Iteration: 112
Running with params: {'num_samples': 280, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_280_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 27.177000000000003, Max: 27.830000000000002, Min: 26.529999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.177000000000003, Max: 27.830000000000002, Min: 26.529999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.177000000000003
Score: 27.177000000000003
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 113
Running with params: {'num_samples': 120, 'num_simulations_per_round': 100}
Optimization Iteration: 114
Running with params: {'num_samples': 250, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_250_900
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 39.01466666666666, Max: 42.4, Min: 37.93
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 39.01466666666666, Max: 42.4, Min: 37.93
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.01466666666666
Score: 39.01466666666666
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 115
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_1597899499/assert_44071791_200_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 16...
Iter 15...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 22.120000000000005, Max: 23.03, Min: 21.64
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 116
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_1597899499/assert_44071791_170_100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 13.582666666666666, Max: 14.41, Min: 13.23
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 117
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_1597899499/assert_44071791_140_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 26.952333333333332, Max: 28.119999999999997, Min: 26.07
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 26.952333333333332, Max: 28.119999999999997, Min: 26.07
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 26.952333333333332
Score: 26.952333333333332
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 118
Running with params: {'num_samples': 370, 'num_simulations_per_round': 1200}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_370_1200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 48.480333333333334, Max: 51.080000000000005, Min: 47.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 48.480333333333334, Max: 51.080000000000005, Min: 47.11
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 48.480333333333334
Score: 48.480333333333334
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 119
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_1597899499/assert_44071791_110_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 20.092333333333332, Max: 20.7, Min: 19.76
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 120
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_1597899499/assert_44071791_210_200
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 29...
Iter 28...
Timings: Avg: 21.59433333333333, Max: 22.82, Min: 21.09
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 121
Running with params: {'num_samples': 310, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_310_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 35.27333333333333, Max: 37.41, Min: 34.25
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.27333333333333, Max: 37.41, Min: 34.25
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.27333333333333
Score: 35.27333333333333
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 122
Running with params: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 123
Running with params: {'num_samples': 190, 'num_simulations_per_round': 1000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_190_1000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 39.383666666666656, Max: 40.589999999999996, Min: 38.440000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 39.383666666666656, Max: 40.589999999999996, Min: 38.440000000000005
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.383666666666656
Score: 39.383666666666656
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 124
Running with params: {'num_samples': 230, 'num_simulations_per_round': 400}
Optimization Iteration: 125
Running with params: {'num_samples': 220, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_220_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 28.83133333333333, Max: 29.88, Min: 28.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 28.83133333333333, Max: 29.88, Min: 28.31
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.83133333333333
Score: 28.83133333333333
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 126
Running with params: {'num_samples': 330, 'num_simulations_per_round': 1100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_330_1100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 41.766666666666666, Max: 42.63, Min: 41.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 41.766666666666666, Max: 42.63, Min: 41.15
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 41.766666666666666
Score: 41.766666666666666
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 127
Running with params: {'num_samples': 130, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_130_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 16.822, Max: 17.619999999999997, Min: 16.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 16.822, Max: 17.619999999999997, Min: 16.2
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.822
Score: 16.822
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 128
Running with params: {'num_samples': 170, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_170_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 35.25933333333334, Max: 36.98, Min: 34.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.25933333333334, Max: 36.98, Min: 34.75
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.25933333333334
Score: 35.25933333333334
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 129
Running with params: {'num_samples': 120, 'num_simulations_per_round': 400}
Optimization Iteration: 130
Running with params: {'num_samples': 260, 'num_simulations_per_round': 300}
Optimization Iteration: 131
Running with params: {'num_samples': 290, 'num_simulations_per_round': 600}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_290_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 27...
Iter 26...
Iter 28...
Iter 29...
Timings: Avg: 34.924, Max: 36.95, Min: 33.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 34.924, Max: 36.95, Min: 33.72
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 34.924
Score: 34.924
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 132
Running with params: {'num_samples': 140, 'num_simulations_per_round': 1400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_140_1400
Launching 30 jobs, 30 in parallel
Iter 1...
Iter 0...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 26...
Iter 25...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 29.305999999999994, Max: 31.43, Min: 28.529999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.305999999999994, Max: 31.43, Min: 28.529999999999998
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.305999999999994
Score: 29.305999999999994
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 133
Running with params: {'num_samples': 150, 'num_simulations_per_round': 2000}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_150_2000
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 48.21899999999999, Max: 51.330000000000005, Min: 47.03
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 134
Running with params: {'num_samples': 350, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_350_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 29.625333333333337, Max: 30.75, Min: 29.11
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 29.625333333333337, Max: 30.75, Min: 29.11
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 29.625333333333337
Score: 29.625333333333337
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 135
Running with params: {'num_samples': 190, 'num_simulations_per_round': 300}
Optimization Iteration: 136
Running with params: {'num_samples': 390, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_390_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 32.14766666666666, Max: 32.97, Min: 31.200000000000003
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 137
Running with params: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 138
Running with params: {'num_samples': 160, 'num_simulations_per_round': 700}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_160_700
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 30.046000000000003, Max: 30.59, Min: 29.7
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 30.046000000000003, Max: 30.59, Min: 29.7
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 30.046000000000003
Score: 30.046000000000003
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 139
Running with params: {'num_samples': 240, 'num_simulations_per_round': 400}
Optimization Iteration: 140
Running with params: {'num_samples': 160, 'num_simulations_per_round': 800}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_160_800
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 32.488, Max: 34.21, Min: 31.64
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 32.488, Max: 34.21, Min: 31.64
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 32.488
Score: 32.488
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 141
Running with params: {'num_samples': 180, 'num_simulations_per_round': 900}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_180_900
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 35.64999999999999, Max: 37.59, Min: 34.54
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 35.64999999999999, Max: 37.59, Min: 34.54
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.64999999999999
Score: 35.64999999999999
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 142
Running with params: {'num_samples': 210, 'num_simulations_per_round': 500}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_210_500
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 27.959, Max: 29.0, Min: 27.4
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 27.959, Max: 29.0, Min: 27.4
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.959
Score: 27.959
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 143
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_1597899499/assert_44071791_120_600
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 28...
Iter 27...
Iter 29...
Timings: Avg: 25.198000000000004, Max: 26.6, Min: 24.29
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 25.198000000000004, Max: 26.6, Min: 24.29
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 25.198000000000004
Score: 25.198000000000004
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 144
Running with params: {'num_samples': 130, 'num_simulations_per_round': 1100}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_130_1100
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 27...
Iter 28...
Timings: Avg: 31.105666666666664, Max: 34.059999999999995, Min: 30.13
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 31.105666666666664, Max: 34.059999999999995, Min: 30.13
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 31.105666666666664
Score: 31.105666666666664
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 145
Running with params: {'num_samples': 450, 'num_simulations_per_round': 300}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_450_300
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 37.85799999999999, Max: 40.73, Min: 37.050000000000004
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: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 146
Running with params: {'num_samples': 110, 'num_simulations_per_round': 400}
Optimization Iteration: 147
Running with params: {'num_samples': 100, 'num_simulations_per_round': 300}
Optimization Iteration: 148
Running with params: {'num_samples': 140, 'num_simulations_per_round': 400}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597899499/assert_44071791_140_400
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 22.853, Max: 24.55, Min: 22.23
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 22.853, Max: 24.55, Min: 22.23
Variance (1.925929944387236e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 22.853
Score: 22.853
Best-score: 15.351333333333336
Best-param: {'num_samples': 130, 'num_simulations_per_round': 400}
Optimization Iteration: 149
Running with params: {'num_samples': 100, 'num_simulations_per_round': 600}
Optimization Iteration: 150
Running with params: {'num_samples': 110, 'num_simulations_per_round': 300}
Upto iteration 150: {'num_samples': 130.0, 'num_simulations_per_round': 400.0}
Breaking...
{'num_samples': 130.0, 'num_simulations_per_round': 400.0}
Best score: 15.351333333333336
Repeated params: 31
Trials: 151
Best param {'num_samples': 130.0, 'num_simulations_per_round': 400.0}
Reduction: 81.67814418306737%
Speedup: 5.457962391974638x
Optimizer time: 3787.931186914444
