Repo: sbi
Filename: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/projects/sbi/tests/linearGaussian_mdn.py
ClassName: none
Testname: test_mdn_with_snpe
Params: num_samples,32,18,ParamType.ITER,500
num_simulations_per_round,52,48,ParamType.ITER,1000
training_batch_size,52,74,ParamType.ITER,50
Assertion: np.testing.assert_allclose(score, val, rtol=0, atol=0.1)
Original runtime: 13.588999999999999
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'num_samples': 500, 'num_simulations_per_round': 1000, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_500_1000_50
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Timings: Avg: 10.571, Max: 12.790000000000001, Min: 8.590000000000002
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.5536343958698422
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Timings: Avg: 10.882833333333334, Max: 15.219999999999999, Min: 7.94
Passed tests : 59
Failed tests : 1
Converged: False
Convergence score: 1.493019705000724
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Timings: Avg: 11.040111111111113, Max: 15.219999999999999, Min: 7.7
Passed tests : 88
Failed tests : 2
Converged: True
Convergence score: 0.6396779337604648
updating...
updating...
Evaluating 90 values out of 90
Overall-timings: Avg: 11.040111111111113, Max: 15.219999999999999, Min: 7.7
Choosing distribution: beta
Probability of fail (non-zero): 0.03651951144165899
Exceeding max probability of failure: 0.03651951144165899
All-Passed: False
Probabilty of failure: 0.03651951144165899
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
>>>!!Warning: Allowing update probability!!<<
Updating probability of failure to: 0.03651951144165899
>>Setting original runtime to 11.040111111111113
Optimization Iteration: 1
Running with params: {'num_samples': 170, 'num_simulations_per_round': 790, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_170_790_30
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Timings: Avg: 11.823000000000002, Max: 15.47, Min: 7.86
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 1.8818589144529356
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Timings: Avg: 12.046666666666665, Max: 15.47, Min: 7.7
Passed tests : 56
Failed tests : 4
Converged: True
Convergence score: 0.8563890433033264
updating...
updating...
Evaluating 60 values out of 60
Overall-timings: Avg: 12.046666666666665, Max: 15.47, Min: 7.7
Choosing distribution: t
Probability of fail (non-zero): 0.06601293847272605
Exceeding max probability of failure: 0.06601293847272605
All-Passed: False
Probabilty of failure: 0.06601293847272605
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 2
Running with params: {'num_samples': 490, 'num_simulations_per_round': 250, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_490_250_40
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Timings: Avg: 8.499, Max: 12.07, Min: 6.38
Passed tests : 19
Failed tests : 11
Converged: False
Convergence score: 1.1967114272284878
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Timings: Avg: 8.209666666666665, Max: 12.07, Min: 6.26
Passed tests : 39
Failed tests : 21
Converged: True
Convergence score: 0.9542772940355663
updating...
updating...
Evaluating 60 values out of 60
Overall-timings: Avg: 8.209666666666665, Max: 12.07, Min: 6.26
Choosing distribution: beta
Probability of fail (non-zero): 0.3538259744812762
Exceeding max probability of failure: 0.3538259744812762
All-Passed: False
Probabilty of failure: 0.3538259744812762
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 3
Running with params: {'num_samples': 130, 'num_simulations_per_round': 170, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_130_170_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.386000000000002, Max: 8.13, Min: 5.46
Passed tests : 17
Failed tests : 13
Converged: False
Convergence score: 1.539378509298383
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Timings: Avg: 6.220833333333333, Max: 8.13, Min: 4.67
Passed tests : 34
Failed tests : 26
Converged: False
Convergence score: 1.0039088529536089
Continuing to next batch...
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Timings: Avg: 6.253222222222223, Max: 8.28, Min: 4.67
Passed tests : 47
Failed tests : 43
Converged: True
Convergence score: 0.9659313616689449
updating...
updating...
Evaluating 90 values out of 90
Overall-timings: Avg: 6.253222222222223, Max: 8.28, Min: 4.67
Choosing distribution: gamma
Probability of fail (non-zero): 0.43405271187605476
Exceeding max probability of failure: 0.43405271187605476
All-Passed: False
Probabilty of failure: 0.43405271187605476
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 4
Running with params: {'num_samples': 170, 'num_simulations_per_round': 170, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_170_170_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.123333333333333, Max: 10.440000000000001, Min: 5.97
Passed tests : 18
Failed tests : 12
Converged: False
Convergence score: 2.1605568953743304
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 8.214333333333334, Max: 11.040000000000001, Min: 5.15
Passed tests : 42
Failed tests : 18
Converged: True
Convergence score: 0.6871608856946748
updating...
updating...
Evaluating 60 values out of 60
Overall-timings: Avg: 8.214333333333334, Max: 11.040000000000001, Min: 5.15
Choosing distribution: norm
Probability of fail (non-zero): 0.34519302907905114
Exceeding max probability of failure: 0.34519302907905114
All-Passed: False
Probabilty of failure: 0.34519302907905114
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 5
Running with params: {'num_samples': 100, 'num_simulations_per_round': 820, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_100_820_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.865333333333332, Max: 23.85, Min: 16.7
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.1531999719170583
Exceeding current best timeout: 19.865333333333332 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 6
Running with params: {'num_samples': 340, 'num_simulations_per_round': 170, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_340_170_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.7, Max: 23.02, Min: 15.38
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.1508706650753648
Exceeding current best timeout: 18.7 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 7
Running with params: {'num_samples': 410, 'num_simulations_per_round': 230, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_410_230_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.672999999999995, Max: 24.5, Min: 14.049999999999999
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.201408898554962
Exceeding current best timeout: 18.672999999999995 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 8
Running with params: {'num_samples': 210, 'num_simulations_per_round': 150, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_210_150_40
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Timings: Avg: 19.324000000000005, Max: 23.22, Min: 16.25
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.5944811597044024
Exceeding current best timeout: 19.324000000000005 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 9
Running with params: {'num_samples': 210, 'num_simulations_per_round': 350, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_210_350_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.69466666666667, Max: 23.57, Min: 16.27
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 1.7578264754022852
Exceeding current best timeout: 19.69466666666667 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 10
Running with params: {'num_samples': 280, 'num_simulations_per_round': 190, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_280_190_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.666, Max: 26.76, Min: 15.25
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 2.0278539533684823
Exceeding current best timeout: 19.666 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 11
Running with params: {'num_samples': 200, 'num_simulations_per_round': 110, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_200_110_10
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Timings: Avg: 19.112333333333332, Max: 25.5, Min: 13.38
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 1.2830834978462973
Exceeding current best timeout: 19.112333333333332 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 12
Running with params: {'num_samples': 180, 'num_simulations_per_round': 260, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_180_260_40
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Timings: Avg: 19.529666666666667, Max: 24.68, Min: 16.22
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.7896756343038571
Exceeding current best timeout: 19.529666666666667 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 13
Running with params: {'num_samples': 170, 'num_simulations_per_round': 790, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_170_790_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.170666666666662, Max: 23.22, Min: 15.059999999999999
Passed tests : 28
Failed tests : 2
Converged: True
Convergence score: 0.9496371664687598
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.170666666666662, Max: 23.22, Min: 15.059999999999999
Choosing distribution: lognorm
Probability of fail (non-zero): 0.0827557035088804
Exceeding max probability of failure: 0.0827557035088804
All-Passed: False
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Optimization Iteration: 14
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Running with params: {'num_samples': 440, 'num_simulations_per_round': 620, 'training_batch_size': 30}
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Optimization Iteration: 16
Running with params: {'num_samples': 380, 'num_simulations_per_round': 160, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_380_160_20
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Optimization Iteration: 17
Running with params: {'num_samples': 170, 'num_simulations_per_round': 910, 'training_batch_size': 20}
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Optimization Iteration: 18
Running with params: {'num_samples': 250, 'num_simulations_per_round': 530, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_250_530_10
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Optimization Iteration: 19
Running with params: {'num_samples': 230, 'num_simulations_per_round': 110, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_230_110_30
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Timings: Avg: 18.981333333333335, Max: 24.9, Min: 14.2
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Convergence score: 1.2120888945692254
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Optimization Iteration: 20
Running with params: {'num_samples': 180, 'num_simulations_per_round': 340, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_180_340_10
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Timings: Avg: 17.975333333333335, Max: 23.58, Min: 14.83
Passed tests : 28
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Convergence score: 1.2051868555082639
Exceeding current best timeout: 17.975333333333335 > 11.040111111111113
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Optimization Iteration: 21
Running with params: {'num_samples': 130, 'num_simulations_per_round': 470, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_130_470_50
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Timings: Avg: 19.44633333333333, Max: 28.14, Min: 16.25
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Optimization Iteration: 22
Running with params: {'num_samples': 140, 'num_simulations_per_round': 100, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_140_100_30
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Timings: Avg: 19.319999999999997, Max: 25.12, Min: 16.240000000000002
Passed tests : 27
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Convergence score: 4.499999056259253
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Optimization Iteration: 23
Running with params: {'num_samples': 150, 'num_simulations_per_round': 430, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_150_430_10
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Timings: Avg: 19.68066666666667, Max: 24.56, Min: 14.569999999999999
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 2.6340185803358924
Exceeding current best timeout: 19.68066666666667 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 24
Running with params: {'num_samples': 110, 'num_simulations_per_round': 640, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_110_640_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.369333333333334, Max: 26.57, Min: 15.09
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Convergence score: 1.2736420500437522
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 25
Running with params: {'num_samples': 140, 'num_simulations_per_round': 130, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_140_130_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.114666666666665, Max: 25.020000000000003, Min: 16.8
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Convergence score: 1.2410888000244857
Exceeding current best timeout: 20.114666666666665 > 11.040111111111113
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Best-score: 3.4028234663852886e+38
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Optimization Iteration: 26
Running with params: {'num_samples': 110, 'num_simulations_per_round': 440, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_110_440_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 18.442666666666664, Max: 22.080000000000002, Min: 14.110000000000001
Passed tests : 30
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Converged: False
Convergence score: 2.284857590741007
Exceeding current best timeout: 18.442666666666664 > 11.040111111111113
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Best-score: 3.4028234663852886e+38
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Optimization Iteration: 27
Running with params: {'num_samples': 100, 'num_simulations_per_round': 640, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_100_640_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.720000000000002, Max: 27.9, Min: 15.87
Passed tests : 27
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Convergence score: 2.4736097027213577
Exceeding current best timeout: 20.720000000000002 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
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Optimization Iteration: 28
Running with params: {'num_samples': 150, 'num_simulations_per_round': 140, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_150_140_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 20.127000000000002, Max: 28.15, Min: 16.02
Passed tests : 24
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Convergence score: 1.6203045960255127
Exceeding current best timeout: 20.127000000000002 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 29
Running with params: {'num_samples': 110, 'num_simulations_per_round': 980, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_110_980_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.582666666666668, Max: 27.619999999999997, Min: 15.7
Passed tests : 25
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Convergence score: 4.205819174171211
Exceeding current best timeout: 19.582666666666668 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
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Optimization Iteration: 30
Running with params: {'num_samples': 300, 'num_simulations_per_round': 680, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_300_680_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.491333333333333, Max: 23.36, Min: 16.830000000000002
Passed tests : 27
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Convergence score: 1.4058223439919961
Exceeding current best timeout: 19.491333333333333 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
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Optimization Iteration: 31
Running with params: {'num_samples': 150, 'num_simulations_per_round': 270, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_150_270_30
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Timings: Avg: 18.271333333333335, Max: 25.76, Min: 14.63
Passed tests : 23
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Convergence score: 1.3072898112436726
Exceeding current best timeout: 18.271333333333335 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
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Optimization Iteration: 32
Running with params: {'num_samples': 120, 'num_simulations_per_round': 950, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_120_950_20
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Timings: Avg: 19.336, Max: 23.42, Min: 15.950000000000001
Passed tests : 27
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Convergence score: 3.6778375019235425
Exceeding current best timeout: 19.336 > 11.040111111111113
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 33
Running with params: {'num_samples': 310, 'num_simulations_per_round': 720, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_310_720_40
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Timings: Avg: 19.748666666666672, Max: 26.740000000000002, Min: 14.98
Passed tests : 27
Failed tests : 3
Converged: False
Convergence score: 2.342507040608121
Exceeding current best timeout: 19.748666666666672 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 34
Running with params: {'num_samples': 240, 'num_simulations_per_round': 260, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_240_260_30
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Passed tests : 29
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Converged: False
Convergence score: 2.52963298608831
Exceeding current best timeout: 18.942333333333334 > 11.040111111111113
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 35
Running with params: {'num_samples': 120, 'num_simulations_per_round': 940, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_120_940_20
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Passed tests : 27
Failed tests : 3
Converged: False
Convergence score: 4.590108780388033
Exceeding current best timeout: 19.353666666666665 > 11.040111111111113
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 36
Running with params: {'num_samples': 250, 'num_simulations_per_round': 200, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_250_200_10
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Timings: Avg: 18.817999999999998, Max: 23.869999999999997, Min: 14.81
Passed tests : 26
Failed tests : 4
Converged: True
Convergence score: 0.8157462737020496
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 18.817999999999998, Max: 23.869999999999997, Min: 14.81
Choosing distribution: gamma
Probability of fail (non-zero): 0.14031490082347386
Exceeding max probability of failure: 0.14031490082347386
All-Passed: False
Probabilty of failure: 0.14031490082347386
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 37
Running with params: {'num_samples': 130, 'num_simulations_per_round': 520, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_130_520_40
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Timings: Avg: 19.467333333333332, Max: 24.43, Min: 15.709999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.581065469102473
Exceeding current best timeout: 19.467333333333332 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 38
Running with params: {'num_samples': 160, 'num_simulations_per_round': 420, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_160_420_40
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Timings: Avg: 18.949000000000005, Max: 24.32, Min: 15.9
Passed tests : 30
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Converged: False
Convergence score: 1.846022469695758
Exceeding current best timeout: 18.949000000000005 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 39
Running with params: {'num_samples': 210, 'num_simulations_per_round': 220, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_210_220_30
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Timings: Avg: 20.064000000000004, Max: 24.96, Min: 16.01
Passed tests : 29
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Converged: False
Convergence score: 1.204988517893817
Exceeding current best timeout: 20.064000000000004 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 40
Running with params: {'num_samples': 270, 'num_simulations_per_round': 300, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_270_300_20
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Timings: Avg: 19.311333333333337, Max: 24.13, Min: 16.32
Passed tests : 27
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Converged: False
Convergence score: 2.255407802613136
Exceeding current best timeout: 19.311333333333337 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 41
Running with params: {'num_samples': 160, 'num_simulations_per_round': 830, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_160_830_10
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Timings: Avg: 18.354666666666667, Max: 23.27, Min: 15.120000000000001
Passed tests : 28
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Convergence score: 1.88585482953267
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Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 42
Running with params: {'num_samples': 190, 'num_simulations_per_round': 560, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_190_560_10
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Timings: Avg: 18.559666666666665, Max: 22.62, Min: 15.29
Passed tests : 28
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Convergence score: 4.0082897030225215
Exceeding current best timeout: 18.559666666666665 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 43
Running with params: {'num_samples': 110, 'num_simulations_per_round': 760, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_110_760_50
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Timings: Avg: 19.433, Max: 24.9, Min: 16.98
Passed tests : 26
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Converged: False
Convergence score: 1.3499500349679547
Exceeding current best timeout: 19.433 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 44
Running with params: {'num_samples': 100, 'num_simulations_per_round': 370, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_100_370_50
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Convergence score: 1.2714909984047298
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 45
Running with params: {'num_samples': 140, 'num_simulations_per_round': 130, 'training_batch_size': 30}
Optimization Iteration: 46
Running with params: {'num_samples': 200, 'num_simulations_per_round': 180, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_200_180_30
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Timings: Avg: 18.762333333333334, Max: 26.549999999999997, Min: 15.840000000000002
Passed tests : 29
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Converged: False
Convergence score: 1.2002967729961138
Exceeding current best timeout: 18.762333333333334 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 47
Running with params: {'num_samples': 120, 'num_simulations_per_round': 390, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_120_390_20
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Passed tests : 25
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Converged: False
Convergence score: 1.581467652854104
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 48
Running with params: {'num_samples': 350, 'num_simulations_per_round': 290, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_350_290_20
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Passed tests : 29
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Converged: False
Convergence score: 1.6278196036050567
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 49
Running with params: {'num_samples': 100, 'num_simulations_per_round': 610, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_100_610_40
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Passed tests : 28
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Converged: False
Convergence score: 1.866418761193378
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 50
Running with params: {'num_samples': 220, 'num_simulations_per_round': 880, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597880500/assert_70181699_220_880_40
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Timings: Avg: 19.05833333333333, Max: 28.779999999999998, Min: 14.77
Passed tests : 29
Failed tests : 1
Converged: False
Convergence score: 3.130494306977234
Exceeding current best timeout: 19.05833333333333 > 11.040111111111113
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/src/strategy/bayesopt.py", line 159, in sample
    verbose=True, timeout=6000)
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/usr/local/lib/python3.6/dist-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 1285.8838486671448
