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_snle
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: 105.396
>>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_1597881892/assert_94759403_500_1000_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 97.35533333333332, Max: 104.00999999999999, Min: 92.53
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.4657876501990839
Continuing to next batch...
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Timings: Avg: 97.28616666666669, Max: 105.48, Min: 92.53
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.7895006692369246
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 97.57200000000002, Max: 105.48, Min: 92.53
Passed tests : 89
Failed tests : 1
Converged: True
Convergence score: 0.8435767636610201
updating...
updating...
Evaluating 90 values out of 90
Overall-timings: Avg: 97.57200000000002, Max: 105.48, Min: 92.53
Choosing distribution: beta
Probability of fail (non-zero): 0.003807907256356269
All-Passed: True
Probabilty of failure: 0.003807907256356269
Runtime: 97.57200000000002
Score: 97.57200000000002
Best-score: 97.57200000000002
Best-param: {'num_samples': 500, 'num_simulations_per_round': 1000, 'training_batch_size': 50}
>>Setting original runtime to 97.57200000000002
Optimization Iteration: 1
Running with params: {'num_samples': 180, 'num_simulations_per_round': 360, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_180_360_10
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Timings: Avg: 47.498333333333335, Max: 52.24, Min: 44.53
Passed tests : 27
Failed tests : 3
Converged: False
Convergence score: 1.4589718174461914
Continuing to next batch...
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Timings: Avg: 47.01733333333333, Max: 52.24, Min: 42.69
Passed tests : 52
Failed tests : 8
Converged: True
Convergence score: 0.9794031010006236
updating...
updating...
Evaluating 60 values out of 60
Overall-timings: Avg: 47.01733333333333, Max: 52.24, Min: 42.69
Choosing distribution: beta
Probability of fail (non-zero): 0.15999693952419403
Exceeding max probability of failure: 0.15999693952419403
All-Passed: False
Probabilty of failure: 0.15999693952419403
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 97.57200000000002
Best-param: {'num_samples': 500, 'num_simulations_per_round': 1000, 'training_batch_size': 50}
Optimization Iteration: 2
Running with params: {'num_samples': 440, 'num_simulations_per_round': 140, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_440_140_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 87.44900000000001, Max: 94.59, Min: 81.88999999999999
Passed tests : 17
Failed tests : 13
Converged: False
Convergence score: 3.947599747185704
Continuing to next batch...
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Timings: Avg: 87.00933333333333, Max: 94.59, Min: 81.88999999999999
Passed tests : 31
Failed tests : 29
Converged: False
Convergence score: 1.7022582191814624
Continuing to next batch...
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Timings: Avg: 87.07922222222223, Max: 94.59, Min: 81.88999999999999
Passed tests : 50
Failed tests : 40
Converged: False
Convergence score: 1.2578883759634845
Continuing to next batch...
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Timings: Avg: 86.981, Max: 96.75, Min: 81.57
Passed tests : 62
Failed tests : 58
Converged: True
Convergence score: 0.989001991178085
updating...
updating...
Evaluating 120 values out of 120
Overall-timings: Avg: 86.981, Max: 96.75, Min: 81.57
Choosing distribution: logistic
Probability of fail (non-zero): 0.49575745691062423
Exceeding max probability of failure: 0.49575745691062423
All-Passed: False
Probabilty of failure: 0.49575745691062423
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 97.57200000000002
Best-param: {'num_samples': 500, 'num_simulations_per_round': 1000, 'training_batch_size': 50}
Optimization Iteration: 3
Running with params: {'num_samples': 150, 'num_simulations_per_round': 120, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_150_120_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 36.841, Max: 39.970000000000006, Min: 34.79
Passed tests : 17
Failed tests : 13
Converged: False
Convergence score: 1.757455663949263
Continuing to next batch...
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Timings: Avg: 36.76049999999999, Max: 39.970000000000006, Min: 34.449999999999996
Passed tests : 34
Failed tests : 26
Converged: False
Convergence score: 1.914005736914812
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 36.910333333333334, Max: 39.970000000000006, Min: 34.449999999999996
Passed tests : 50
Failed tests : 40
Converged: True
Convergence score: 0.563229089898316
updating...
updating...
Evaluating 90 values out of 90
Overall-timings: Avg: 36.910333333333334, Max: 39.970000000000006, Min: 34.449999999999996
Choosing distribution: t
Probability of fail (non-zero): 0.4293229949656866
Exceeding max probability of failure: 0.4293229949656866
All-Passed: False
Probabilty of failure: 0.4293229949656866
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 97.57200000000002
Best-param: {'num_samples': 500, 'num_simulations_per_round': 1000, 'training_batch_size': 50}
Optimization Iteration: 4
Running with params: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_360_960_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 75.38700000000001, Max: 84.95, Min: 71.75999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9830617510287158
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 75.38700000000001, Max: 84.95, Min: 71.75999999999999
Choosing distribution: dweibull
Probability of fail (non-zero): 0.005689251464013001
All-Passed: True
Probabilty of failure: 0.005689251464013001
Runtime: 75.38700000000001
Score: 75.38700000000001
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 5
Running with params: {'num_samples': 290, 'num_simulations_per_round': 120, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_290_120_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 61.18233333333333, Max: 66.76, Min: 57.78
Passed tests : 12
Failed tests : 18
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 6
Running with params: {'num_samples': 470, 'num_simulations_per_round': 280, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_470_280_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.09599999999999, Max: 97.28, Min: 87.45
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 2.169574798497483
Exceeding current best timeout: 92.09599999999999 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 7
Running with params: {'num_samples': 450, '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_1597881892/assert_94759403_450_170_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.50033333333334, Max: 96.96, Min: 88.16
Passed tests : 19
Failed tests : 11
Converged: False
Convergence score: 3.0928421321795248
Exceeding current best timeout: 91.50033333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 8
Running with params: {'num_samples': 280, 'num_simulations_per_round': 100, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_280_100_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.27366666666667, Max: 97.51, Min: 88.05000000000001
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 1.497032270381989
Exceeding current best timeout: 92.27366666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 9
Running with params: {'num_samples': 130, 'num_simulations_per_round': 710, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_130_710_30
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Timings: Avg: 92.07233333333333, Max: 101.38, Min: 89.06
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 1.197338997360632
Exceeding current best timeout: 92.07233333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 10
Running with params: {'num_samples': 230, 'num_simulations_per_round': 280, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_230_280_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.58366666666667, Max: 100.26, Min: 87.05
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 1.392856360259042
Exceeding current best timeout: 91.58366666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 11
Running with params: {'num_samples': 240, 'num_simulations_per_round': 680, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_240_680_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.37366666666668, Max: 96.78, Min: 84.88
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 1.3365054334380846
Exceeding current best timeout: 91.37366666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 12
Running with params: {'num_samples': 120, 'num_simulations_per_round': 360, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_120_360_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.75066666666667, Max: 97.02, Min: 87.49000000000001
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 4.011695056998552
Exceeding current best timeout: 91.75066666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 13
Running with params: {'num_samples': 290, 'num_simulations_per_round': 250, 'training_batch_size': 20}
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Timings: Avg: 92.10566666666665, Max: 96.75, Min: 87.76
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 2.2540772578014785
Exceeding current best timeout: 92.10566666666665 > 75.38700000000001
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 14
Running with params: {'num_samples': 160, 'num_simulations_per_round': 350, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_160_350_40
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Timings: Avg: 91.58766666666665, Max: 97.6, Min: 85.42
Passed tests : 20
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Convergence score: 1.0052514717049599
Exceeding current best timeout: 91.58766666666665 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 15
Running with params: {'num_samples': 110, 'num_simulations_per_round': 140, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_110_140_10
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Timings: Avg: 91.943, Max: 97.61, Min: 88.19
Passed tests : 22
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Converged: False
Convergence score: 1.3836960276817165
Exceeding current best timeout: 91.943 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 16
Running with params: {'num_samples': 470, 'num_simulations_per_round': 620, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_470_620_40
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Timings: Avg: 91.00533333333334, Max: 97.25, Min: 87.64999999999999
Passed tests : 23
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Converged: False
Convergence score: 1.6345879784128499
Exceeding current best timeout: 91.00533333333334 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 17
Running with params: {'num_samples': 160, '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_1597881892/assert_94759403_160_130_30
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Timings: Avg: 91.61866666666667, Max: 98.76, Min: 87.56
Passed tests : 28
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Convergence score: 1.826383925088329
Exceeding current best timeout: 91.61866666666667 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 18
Running with params: {'num_samples': 200, 'num_simulations_per_round': 930, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_200_930_10
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Timings: Avg: 91.23000000000002, Max: 102.17, Min: 85.36
Passed tests : 19
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Converged: False
Convergence score: 2.260373951315595
Exceeding current best timeout: 91.23000000000002 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 19
Running with params: {'num_samples': 220, '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_1597881892/assert_94759403_220_100_30
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Timings: Avg: 91.43266666666666, Max: 98.98, Min: 85.93
Passed tests : 27
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Converged: False
Convergence score: 1.5211998146955368
Exceeding current best timeout: 91.43266666666666 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 20
Running with params: {'num_samples': 340, '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_1597881892/assert_94759403_340_350_20
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Timings: Avg: 92.67566666666667, Max: 99.85, Min: 87.29
Passed tests : 26
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Converged: False
Convergence score: 1.2652153311334031
Exceeding current best timeout: 92.67566666666667 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 21
Running with params: {'num_samples': 190, 'num_simulations_per_round': 490, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_190_490_50
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Timings: Avg: 91.698, Max: 105.97999999999999, Min: 87.15
Passed tests : 23
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Convergence score: 1.3194118509924413
Exceeding current best timeout: 91.698 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 22
Running with params: {'num_samples': 350, 'num_simulations_per_round': 1000, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_350_1000_30
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Timings: Avg: 91.42066666666669, Max: 101.32, Min: 87.34
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 2.7726140693930175
Exceeding current best timeout: 91.42066666666669 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 23
Running with params: {'num_samples': 380, 'num_simulations_per_round': 500, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_380_500_10
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Timings: Avg: 91.14666666666668, Max: 95.42, Min: 87.42
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 1.2840580512210675
Exceeding current best timeout: 91.14666666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 24
Running with params: {'num_samples': 190, 'num_simulations_per_round': 200, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_190_200_40
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Timings: Avg: 91.34233333333331, Max: 95.21, Min: 87.55
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.4655683828669854
Exceeding current best timeout: 91.34233333333331 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 25
Running with params: {'num_samples': 260, 'num_simulations_per_round': 860, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_260_860_10
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Timings: Avg: 91.80900000000001, Max: 99.62, Min: 85.84
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 4.809006802406218
Exceeding current best timeout: 91.80900000000001 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 26
Running with params: {'num_samples': 140, 'num_simulations_per_round': 490, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_140_490_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.95333333333335, Max: 96.44, Min: 86.59
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 2.2756086665170585
Exceeding current best timeout: 90.95333333333335 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 27
Running with params: {'num_samples': 100, 'num_simulations_per_round': 410, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_100_410_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.14733333333334, Max: 99.9, Min: 86.41
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.9893970146007063
Exceeding current best timeout: 92.14733333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 28
Running with params: {'num_samples': 390, 'num_simulations_per_round': 210, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_390_210_20
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Timings: Avg: 92.06200000000003, Max: 97.83, Min: 87.89
Passed tests : 19
Failed tests : 11
Converged: False
Convergence score: 1.7325812729142631
Exceeding current best timeout: 92.06200000000003 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 29
Running with params: {'num_samples': 170, 'num_simulations_per_round': 810, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_170_810_20
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Timings: Avg: 91.52366666666666, Max: 103.96, Min: 87.33000000000001
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 1.4839916339375414
Exceeding current best timeout: 91.52366666666666 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 30
Running with params: {'num_samples': 330, 'num_simulations_per_round': 580, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_330_580_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.10633333333334, Max: 100.79, Min: 86.83
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 2.7772455802736222
Exceeding current best timeout: 91.10633333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 31
Running with params: {'num_samples': 210, 'num_simulations_per_round': 420, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_210_420_20
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Timings: Avg: 91.09066666666668, Max: 99.04, Min: 85.6
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 2.2794288068679727
Exceeding current best timeout: 91.09066666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 32
Running with params: {'num_samples': 410, 'num_simulations_per_round': 170, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_410_170_40
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Timings: Avg: 92.21633333333332, Max: 96.62, Min: 88.67999999999999
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 2.9135326648645736
Exceeding current best timeout: 92.21633333333332 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 33
Running with params: {'num_samples': 250, 'num_simulations_per_round': 240, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_250_240_30
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Timings: Avg: 91.88433333333333, Max: 99.46, Min: 86.76
Passed tests : 21
Failed tests : 9
Converged: True
Convergence score: 0.9274568914797404
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 91.88433333333333, Max: 99.46, Min: 86.76
Choosing distribution: t
Probability of fail (non-zero): 0.28929306293885015
Exceeding max probability of failure: 0.28929306293885015
All-Passed: False
Probabilty of failure: 0.28929306293885015
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 34
Running with params: {'num_samples': 320, 'num_simulations_per_round': 800, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_320_800_20
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Timings: Avg: 91.13366666666667, Max: 95.42, Min: 87.14
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 2.201323996935689
Exceeding current best timeout: 91.13366666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 35
Running with params: {'num_samples': 180, 'num_simulations_per_round': 570, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_180_570_10
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Timings: Avg: 90.32033333333332, Max: 95.67999999999999, Min: 86.61999999999999
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 2.705322685507887
Exceeding current best timeout: 90.32033333333332 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 36
Running with params: {'num_samples': 140, '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_1597881892/assert_94759403_140_300_20
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Timings: Avg: 91.29300000000002, Max: 97.91, Min: 85.95
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 2.393149417594853
Exceeding current best timeout: 91.29300000000002 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 37
Running with params: {'num_samples': 270, 'num_simulations_per_round': 170, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_270_170_50
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Timings: Avg: 90.77000000000001, Max: 99.41, Min: 85.72
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 4.835260396468859
Exceeding current best timeout: 90.77000000000001 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 38
Running with params: {'num_samples': 220, 'num_simulations_per_round': 420, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_220_420_10
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Timings: Avg: 92.00466666666668, Max: 106.67, Min: 87.61
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.7418027788982002
Exceeding current best timeout: 92.00466666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 39
Running with params: {'num_samples': 300, 'num_simulations_per_round': 700, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_300_700_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.73, Max: 96.51, Min: 87.5
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.2228110123354425
Exceeding current best timeout: 91.73 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 40
Running with params: {'num_samples': 430, '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_1597881892/assert_94759403_430_260_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.33033333333336, Max: 96.44, Min: 86.84
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 2.5235733324354386
Exceeding current best timeout: 91.33033333333336 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 41
Running with params: {'num_samples': 490, '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_1597881892/assert_94759403_490_110_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.21766666666669, Max: 101.71, Min: 88.29
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 1.5427170124510665
Exceeding current best timeout: 92.21766666666669 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 42
Running with params: {'num_samples': 120, 'num_simulations_per_round': 220, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_120_220_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.64733333333334, Max: 102.17, Min: 85.75
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.964156574448537
Exceeding current best timeout: 91.64733333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 43
Running with params: {'num_samples': 150, 'num_simulations_per_round': 320, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_150_320_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.52333333333333, Max: 96.08, Min: 86.93
Passed tests : 18
Failed tests : 12
Converged: False
Convergence score: 2.6084879457043275
Exceeding current best timeout: 91.52333333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 44
Running with params: {'num_samples': 240, 'num_simulations_per_round': 930, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_240_930_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.03633333333333, Max: 99.14, Min: 87.66000000000001
Passed tests : 17
Failed tests : 13
Converged: False
Convergence score: 1.8638298284015005
Exceeding current best timeout: 92.03633333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 45
Running with params: {'num_samples': 300, 'num_simulations_per_round': 170, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_300_170_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.86566666666666, Max: 98.48, Min: 87.55
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 3.5233605912065262
Exceeding current best timeout: 91.86566666666666 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 46
Running with params: {'num_samples': 130, '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_1597881892/assert_94759403_130_640_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.41133333333333, Max: 98.16000000000001, Min: 86.78
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.961160198574282
Exceeding current best timeout: 91.41133333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 47
Running with params: {'num_samples': 360, '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_1597881892/assert_94759403_360_140_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.07433333333331, Max: 94.50999999999999, Min: 86.67
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 2.2311728173429684
Exceeding current best timeout: 91.07433333333331 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 48
Running with params: {'num_samples': 100, '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_1597881892/assert_94759403_100_390_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.13533333333334, Max: 101.60000000000001, Min: 86.38
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 4.019470829177551
Exceeding current best timeout: 91.13533333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 49
Running with params: {'num_samples': 170, 'num_simulations_per_round': 770, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_170_770_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.86799999999998, Max: 105.2, Min: 87.46000000000001
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 2.6413627109316056
Exceeding current best timeout: 91.86799999999998 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 50
Running with params: {'num_samples': 500, 'num_simulations_per_round': 520, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_500_520_30
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Timings: Avg: 91.98633333333332, Max: 99.08, Min: 86.81
Passed tests : 27
Failed tests : 3
Converged: False
Convergence score: 1.4489336036088811
Exceeding current best timeout: 91.98633333333332 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Upto iteration 50: {'num_samples': 360.0, 'num_simulations_per_round': 960.0, 'training_batch_size': 40.0}
Optimization Iteration: 51
Running with params: {'num_samples': 200, 'num_simulations_per_round': 280, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_200_280_10
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Timings: Avg: 92.34666666666665, Max: 101.72, Min: 87.97999999999999
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 1.5266945714969515
Exceeding current best timeout: 92.34666666666665 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 52
Running with params: {'num_samples': 450, 'num_simulations_per_round': 460, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_450_460_20
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Timings: Avg: 92.49733333333332, Max: 97.24, Min: 86.45
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.9398283675855064
Exceeding current best timeout: 92.49733333333332 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 53
Running with params: {'num_samples': 280, 'num_simulations_per_round': 190, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_280_190_40
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Timings: Avg: 90.99166666666666, Max: 99.97, Min: 86.14
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.7662767870679033
Exceeding current best timeout: 90.99166666666666 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 54
Running with params: {'num_samples': 230, 'num_simulations_per_round': 150, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_230_150_10
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Timings: Avg: 91.27400000000002, Max: 98.86, Min: 85.92
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 3.254162833597967
Exceeding current best timeout: 91.27400000000002 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 55
Running with params: {'num_samples': 120, 'num_simulations_per_round': 990, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_120_990_50
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Timings: Avg: 91.42033333333333, Max: 103.11, Min: 86.76
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 1.2188120530580833
Exceeding current best timeout: 91.42033333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 56
Running with params: {'num_samples': 110, 'num_simulations_per_round': 320, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_110_320_20
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Timings: Avg: 91.18766666666667, Max: 97.35000000000001, Min: 86.9
Passed tests : 20
Failed tests : 10
Converged: True
Convergence score: 0.8919924347539055
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 91.18766666666667, Max: 97.35000000000001, Min: 86.9
Choosing distribution: logistic
Probability of fail (non-zero): 0.26331529964940004
Exceeding max probability of failure: 0.26331529964940004
All-Passed: False
Probabilty of failure: 0.26331529964940004
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 57
Running with params: {'num_samples': 160, 'num_simulations_per_round': 370, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_160_370_30
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Timings: Avg: 92.15033333333332, Max: 97.88, Min: 86.27
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 1.8476204542037147
Exceeding current best timeout: 92.15033333333332 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 58
Running with params: {'num_samples': 370, '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_1597881892/assert_94759403_370_110_10
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Timings: Avg: 91.38233333333332, Max: 96.16, Min: 85.79
Passed tests : 25
Failed tests : 5
Converged: True
Convergence score: 0.8044256505463695
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 91.38233333333332, Max: 96.16, Min: 85.79
Choosing distribution: dweibull
Probability of fail (non-zero): 0.12215521233524618
Exceeding max probability of failure: 0.12215521233524618
All-Passed: False
Probabilty of failure: 0.12215521233524618
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 59
Running with params: {'num_samples': 310, 'num_simulations_per_round': 550, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_310_550_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.35999999999999, Max: 97.87, Min: 87.28
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 2.3152584816196593
Exceeding current best timeout: 91.35999999999999 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 60
Running with params: {'num_samples': 250, 'num_simulations_per_round': 670, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_250_670_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.71966666666667, Max: 98.87, Min: 85.53
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 2.018275085607167
Exceeding current best timeout: 90.71966666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 61
Running with params: {'num_samples': 410, 'num_simulations_per_round': 880, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_410_880_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.511, Max: 97.69, Min: 87.9
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 2.336057113315514
Exceeding current best timeout: 91.511 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 62
Running with params: {'num_samples': 180, 'num_simulations_per_round': 450, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_180_450_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.55266666666668, Max: 98.98, Min: 87.25
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.3829751727010997
Exceeding current best timeout: 91.55266666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 63
Running with params: {'num_samples': 210, 'num_simulations_per_round': 750, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_210_750_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.00033333333336, Max: 97.82000000000001, Min: 87.04
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 2.636664333961135
Exceeding current best timeout: 92.00033333333336 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 64
Running with params: {'num_samples': 150, 'num_simulations_per_round': 190, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_150_190_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.08033333333333, Max: 97.89, Min: 87.7
Passed tests : 26
Failed tests : 4
Converged: False
Convergence score: 1.2060041140166926
Exceeding current best timeout: 92.08033333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 65
Running with params: {'num_samples': 270, 'num_simulations_per_round': 230, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_270_230_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.34266666666667, Max: 99.12, Min: 88.67999999999999
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 3.6352859195280463
Exceeding current best timeout: 91.34266666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 66
Running with params: {'num_samples': 140, 'num_simulations_per_round': 300, 'training_batch_size': 20}
Optimization Iteration: 67
Running with params: {'num_samples': 130, 'num_simulations_per_round': 270, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_130_270_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 90.71900000000002, Max: 95.88, Min: 87.57000000000001
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.7018938034737034
Exceeding current best timeout: 90.71900000000002 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 68
Running with params: {'num_samples': 270, 'num_simulations_per_round': 120, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_270_120_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.39600000000002, Max: 99.02, Min: 87.03
Passed tests : 28
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Exceeding current best timeout: 91.39600000000002 > 75.38700000000001
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 69
Running with params: {'num_samples': 170, 'num_simulations_per_round': 750, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_170_750_10
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Timings: Avg: 92.0296666666667, Max: 97.66, Min: 87.49000000000001
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Convergence score: 2.0621963805704135
Exceeding current best timeout: 92.0296666666667 > 75.38700000000001
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Optimization Iteration: 70
Running with params: {'num_samples': 480, 'num_simulations_per_round': 520, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_480_520_30
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Timings: Avg: 91.29800000000002, Max: 95.57000000000001, Min: 86.96
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Convergence score: 1.8576100748000173
Exceeding current best timeout: 91.29800000000002 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 71
Running with params: {'num_samples': 450, 'num_simulations_per_round': 610, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_450_610_30
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Timings: Avg: 91.08533333333337, Max: 96.11, Min: 85.71
Passed tests : 25
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Convergence score: 2.887444578679388
Exceeding current best timeout: 91.08533333333337 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 72
Running with params: {'num_samples': 200, 'num_simulations_per_round': 350, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_200_350_10
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Timings: Avg: 91.10133333333333, Max: 95.39, Min: 86.56
Passed tests : 21
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Convergence score: 3.1298587733546417
Exceeding current best timeout: 91.10133333333333 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 73
Running with params: {'num_samples': 400, 'num_simulations_per_round': 480, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_400_480_20
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Timings: Avg: 92.33699999999999, Max: 99.41, Min: 88.29
Passed tests : 24
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Convergence score: 1.342339607840276
Exceeding current best timeout: 92.33699999999999 > 75.38700000000001
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Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 74
Running with params: {'num_samples': 340, 'num_simulations_per_round': 190, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_340_190_40
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Timings: Avg: 90.94033333333336, Max: 96.37, Min: 85.75
Passed tests : 22
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Converged: False
Convergence score: 1.6376492892904313
Exceeding current best timeout: 90.94033333333336 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 75
Running with params: {'num_samples': 280, '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_1597881892/assert_94759403_280_150_40
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Timings: Avg: 91.35633333333334, Max: 101.69999999999999, Min: 87.00999999999999
Passed tests : 20
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Converged: False
Convergence score: 1.9708495989860895
Exceeding current best timeout: 91.35633333333334 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 76
Running with params: {'num_samples': 240, 'num_simulations_per_round': 150, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_240_150_10
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Timings: Avg: 91.65966666666668, Max: 98.91999999999999, Min: 87.43
Passed tests : 27
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Converged: False
Convergence score: 3.556367865069813
Exceeding current best timeout: 91.65966666666668 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 77
Running with params: {'num_samples': 110, 'num_simulations_per_round': 950, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_110_950_50
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Timings: Avg: 91.88699999999999, Max: 99.07, Min: 87.30000000000001
Passed tests : 21
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Convergence score: 1.4465543650516146
Exceeding current best timeout: 91.88699999999999 > 75.38700000000001
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Probabilty of failure: 1.0
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Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 78
Running with params: {'num_samples': 110, 'num_simulations_per_round': 310, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_110_310_20
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Timings: Avg: 91.696, Max: 100.73, Min: 86.93
Passed tests : 18
Failed tests : 12
Converged: False
Convergence score: 2.0662538311391274
Exceeding current best timeout: 91.696 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 79
Running with params: {'num_samples': 100, 'num_simulations_per_round': 330, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_100_330_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.55, Max: 104.67999999999999, Min: 87.08
Passed tests : 19
Failed tests : 11
Converged: False
Convergence score: 1.5587871179174098
Exceeding current best timeout: 92.55 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 80
Running with params: {'num_samples': 160, 'num_simulations_per_round': 380, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_160_380_30
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Timings: Avg: 91.34633333333333, Max: 98.18, Min: 87.04
Passed tests : 22
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Convergence score: 1.1407747444557446
Exceeding current best timeout: 91.34633333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 81
Running with params: {'num_samples': 380, '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_1597881892/assert_94759403_380_110_10
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Timings: Avg: 91.34966666666666, Max: 99.96, Min: 86.66
Passed tests : 20
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Converged: False
Convergence score: 1.2816059043287034
Exceeding current best timeout: 91.34966666666666 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 82
Running with params: {'num_samples': 300, 'num_simulations_per_round': 580, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_300_580_40
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.21033333333334, Max: 96.38000000000001, Min: 86.30000000000001
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 1.6385645450404347
Exceeding current best timeout: 91.21033333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 83
Running with params: {'num_samples': 420, 'num_simulations_per_round': 860, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_420_860_30
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Timings: Avg: 91.92266666666667, Max: 95.95, Min: 87.39
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 3.2461067421228496
Exceeding current best timeout: 91.92266666666667 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 84
Running with params: {'num_samples': 260, 'num_simulations_per_round': 700, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_260_700_10
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Timings: Avg: 91.69733333333333, Max: 102.18, Min: 85.91999999999999
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.8574180646842817
Exceeding current best timeout: 91.69733333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 85
Running with params: {'num_samples': 470, 'num_simulations_per_round': 860, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_470_860_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.53366666666668, Max: 99.66, Min: 87.81
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 2.4184480930461834
Exceeding current best timeout: 92.53366666666668 > 75.38700000000001
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 86
Running with params: {'num_samples': 180, 'num_simulations_per_round': 420, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_180_420_50
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Timings: Avg: 91.86733333333333, Max: 95.86, Min: 86.82
Passed tests : 24
Failed tests : 6
Converged: False
Convergence score: 3.290114316843429
Exceeding current best timeout: 91.86733333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 87
Running with params: {'num_samples': 190, 'num_simulations_per_round': 460, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_190_460_40
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Timings: Avg: 90.75166666666668, Max: 97.57, Min: 87.37
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 1.2575301884190857
Exceeding current best timeout: 90.75166666666668 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 88
Running with params: {'num_samples': 230, 'num_simulations_per_round': 760, 'training_batch_size': 40}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_230_760_40
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Timings: Avg: 92.16833333333334, Max: 99.85, Min: 87.44
Passed tests : 25
Failed tests : 5
Converged: False
Convergence score: 1.706775092198534
Exceeding current best timeout: 92.16833333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 89
Running with params: {'num_samples': 140, 'num_simulations_per_round': 180, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_140_180_10
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Timings: Avg: 91.79766666666666, Max: 94.92, Min: 88.54
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 3.13929918064379
Exceeding current best timeout: 91.79766666666666 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 90
Running with params: {'num_samples': 320, 'num_simulations_per_round': 230, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_320_230_20
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Timings: Avg: 92.18866666666666, Max: 99.95, Min: 87.74
Passed tests : 20
Failed tests : 10
Converged: True
Convergence score: 0.932361480422162
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 92.18866666666666, Max: 99.95, Min: 87.74
Choosing distribution: gamma
Probability of fail (non-zero): 0.34509958853712386
Exceeding max probability of failure: 0.34509958853712386
All-Passed: False
Probabilty of failure: 0.34509958853712386
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 91
Running with params: {'num_samples': 210, 'num_simulations_per_round': 210, 'training_batch_size': 20}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_210_210_20
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Timings: Avg: 91.28933333333335, Max: 97.94, Min: 87.53
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 2.8901616691947707
Exceeding current best timeout: 91.28933333333335 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 92
Running with params: {'num_samples': 120, 'num_simulations_per_round': 300, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_120_300_10
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Timings: Avg: 91.33566666666665, Max: 99.85000000000001, Min: 87.12
Passed tests : 24
Failed tests : 6
Converged: True
Convergence score: 0.8520745796980443
updating...
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 91.33566666666665, Max: 99.85000000000001, Min: 87.12
Choosing distribution: logistic
Probability of fail (non-zero): 0.17078866230055378
Exceeding max probability of failure: 0.17078866230055378
All-Passed: False
Probabilty of failure: 0.17078866230055378
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 93
Running with params: {'num_samples': 130, 'num_simulations_per_round': 260, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_130_260_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.48433333333332, Max: 99.8, Min: 87.83
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.017395577374188
Exceeding current best timeout: 92.48433333333332 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 94
Running with params: {'num_samples': 360, 'num_simulations_per_round': 120, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_360_120_50
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.67566666666669, Max: 98.08999999999999, Min: 87.24
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 1.5840984742335802
Exceeding current best timeout: 91.67566666666669 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 95
Running with params: {'num_samples': 290, 'num_simulations_per_round': 120, 'training_batch_size': 50}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_290_120_50
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Timings: Avg: 92.1103333333333, Max: 100.50999999999999, Min: 86.41
Passed tests : 22
Failed tests : 8
Converged: False
Convergence score: 3.6997545759526163
Exceeding current best timeout: 92.1103333333333 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 96
Running with params: {'num_samples': 170, 'num_simulations_per_round': 660, 'training_batch_size': 10}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_170_660_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.30833333333334, Max: 97.14, Min: 86.25
Passed tests : 23
Failed tests : 7
Converged: False
Convergence score: 1.5648474313368221
Exceeding current best timeout: 91.30833333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 97
Running with params: {'num_samples': 490, 'num_simulations_per_round': 540, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_490_540_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.14433333333334, Max: 99.94, Min: 87.14
Passed tests : 18
Failed tests : 12
Converged: False
Convergence score: 2.4305063464145293
Exceeding current best timeout: 91.14433333333334 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 98
Running with params: {'num_samples': 430, 'num_simulations_per_round': 610, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_430_610_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 92.11433333333335, Max: 101.83, Min: 87.22
Passed tests : 21
Failed tests : 9
Converged: False
Convergence score: 1.209346863122734
Exceeding current best timeout: 92.11433333333335 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 99
Running with params: {'num_samples': 460, 'num_simulations_per_round': 810, 'training_batch_size': 30}
Logdir: /mnt/batch/tasks/workitems/opt2sbi/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597880500_sbi/run_1597881892/assert_94759403_460_810_30
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.19666666666667, Max: 96.89, Min: 86.24
Passed tests : 28
Failed tests : 2
Converged: False
Convergence score: 1.4256275484308576
Exceeding current best timeout: 91.19666666666667 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Optimization Iteration: 100
Running with params: {'num_samples': 200, '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_1597881892/assert_94759403_200_340_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 91.72399999999999, Max: 97.08, Min: 86.25999999999999
Passed tests : 20
Failed tests : 10
Converged: False
Convergence score: 2.3680811922336
Exceeding current best timeout: 91.72399999999999 > 75.38700000000001
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 75.38700000000001
Best-param: {'num_samples': 360, 'num_simulations_per_round': 960, 'training_batch_size': 40}
Upto iteration 100: {'num_samples': 360.0, 'num_simulations_per_round': 960.0, 'training_batch_size': 40.0}
Breaking...
{'num_samples': 360.0, 'num_simulations_per_round': 960.0, 'training_batch_size': 40.0}
Best score: 75.38700000000001
Repeated params: 1
Trials: 101
Best param {'num_samples': 360.0, 'num_simulations_per_round': 960.0, 'training_batch_size': 40.0}
Reduction: 22.73705571270446%
Speedup: 1.294281507421704x
Optimizer time: 10375.033565759659
