Repo: sbi
Filename: /mnt/batch/tasks/workitems/optsbi2/job-1/Task_sbi/wd/borntobeflaky/projects/sbi/tests/multiprocessing_test.py
ClassName: none
Testname: test_benchmarking_sp[100]
Params: num_simulations,30,22,ParamType.ITER,100
Assertion: assert toc_joblib <= toc_sp * 1.1
Original runtime: 1.054
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'num_simulations': 100}
Logdir: /mnt/batch/tasks/workitems/optsbi2/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597948583_sbi/run_1597948828/assert_73689031_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.445, Max: 1.49, Min: 1.27
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6271699017236214
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.445, Max: 1.5, Min: 1.27
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.1965687745469442
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4510000000000003, Max: 1.5, Min: 1.27
Passed tests : 90
Failed tests : 0
Converged: False
Convergence score: 2.1418914872138832
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4465000000000003, Max: 1.5, Min: 1.25
Passed tests : 120
Failed tests : 0
Converged: False
Convergence score: 1.4233990671323082
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.444266666666667, Max: 1.5, Min: 1.22
Passed tests : 150
Failed tests : 0
Converged: False
Convergence score: 1.1084915778043212
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4448333333333336, Max: 1.5, Min: 1.22
Passed tests : 180
Failed tests : 0
Converged: True
Convergence score: 0.9592968439636778
Evaluating 180 values out of 180
Overall-timings: Avg: 1.4448333333333336, Max: 1.5, Min: 1.22
Choosing distribution: gamma
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.4448333333333336
Score: 1.4448333333333336
Best-score: 1.4448333333333336
Best-param: {'num_simulations': 100}
>>Setting original runtime to 1.4448333333333336
Optimization Iteration: 1
Running with params: {'num_simulations': 60}
Logdir: /mnt/batch/tasks/workitems/optsbi2/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597948583_sbi/run_1597948828/assert_73689031_60
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4356666666666666, Max: 1.4700000000000002, Min: 1.3399999999999999
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.6785611667246938
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.433, Max: 1.4800000000000002, Min: 1.2599999999999998
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.0618692947248582
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4403333333333332, Max: 1.4900000000000002, Min: 1.2599999999999998
Passed tests : 90
Failed tests : 0
Converged: True
Convergence score: 0.7776497741382958
Evaluating 90 values out of 90
Overall-timings: Avg: 1.4403333333333332, Max: 1.4900000000000002, Min: 1.2599999999999998
Choosing distribution: dweibull
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.4403333333333332
Score: 1.4403333333333332
Best-score: 1.4403333333333332
Best-param: {'num_simulations': 60}
Optimization Iteration: 2
Running with params: {'num_simulations': 90}
Higher iteration... returning...
Optimization Iteration: 3
Running with params: {'num_simulations': 20}
Logdir: /mnt/batch/tasks/workitems/optsbi2/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597948583_sbi/run_1597948828/assert_73689031_20
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4243333333333335, Max: 1.4700000000000002, Min: 1.27
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 1.359409613919277
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4306666666666668, Max: 1.4700000000000002, Min: 1.27
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.9258009971035712
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4305555555555558, Max: 1.4700000000000002, Min: 1.27
Passed tests : 90
Failed tests : 0
Converged: False
Convergence score: 1.4992721428798896
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4315000000000002, Max: 1.4700000000000002, Min: 1.27
Passed tests : 120
Failed tests : 0
Converged: False
Convergence score: 1.1732556318061416
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.428866666666667, Max: 1.4700000000000002, Min: 1.27
Passed tests : 150
Failed tests : 0
Converged: False
Convergence score: 1.030463139397375
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4300000000000002, Max: 1.48, Min: 1.27
Passed tests : 180
Failed tests : 0
Converged: True
Convergence score: 0.9306508455151289
Evaluating 180 values out of 180
Overall-timings: Avg: 1.4300000000000002, Max: 1.48, Min: 1.27
Choosing distribution: beta
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.4300000000000002
Score: 1.4300000000000002
Best-score: 1.4300000000000002
Best-param: {'num_simulations': 20}
Optimization Iteration: 4
Running with params: {'num_simulations': 20}
Optimization Iteration: 5
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Optimization Iteration: 13
Running with params: {'num_simulations': 10}
Logdir: /mnt/batch/tasks/workitems/optsbi2/job-1/Task_sbi/wd/borntobeflaky/tool/logs/optim_1597948583_sbi/run_1597948828/assert_73689031_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4160000000000001, Max: 1.4700000000000002, Min: 1.2599999999999998
Passed tests : 30
Failed tests : 0
Converged: False
Convergence score: 2.4867662640343666
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4208333333333332, Max: 1.4700000000000002, Min: 1.2599999999999998
Passed tests : 60
Failed tests : 0
Converged: False
Convergence score: 1.0286237769978368
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4286666666666665, Max: 1.4700000000000002, Min: 1.2599999999999998
Passed tests : 90
Failed tests : 0
Converged: False
Convergence score: 1.4227521913385976
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.4266666666666665, Max: 1.4700000000000002, Min: 1.23
Passed tests : 120
Failed tests : 0
Converged: False
Convergence score: 1.011715330941346
Continuing to next batch...
Launching 30 jobs, 30 in parallel
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Timings: Avg: 1.425, Max: 1.4700000000000002, Min: 1.23
Passed tests : 150
Failed tests : 0
Converged: True
Convergence score: 0.9848858029612932
Evaluating 150 values out of 150
Overall-timings: Avg: 1.425, Max: 1.4700000000000002, Min: 1.23
Choosing distribution: dweibull
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.425
Score: 1.425
Best-score: 1.425
Best-param: {'num_simulations': 10}
Optimization Iteration: 14
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Upto iteration 100: {'num_simulations': 10.0}
Breaking...
{'num_simulations': 10.0}
Best score: 1.425
Repeated params: 73
Trials: 101
Best param {'num_simulations': 10.0}
Reduction: 1.372707348021704%
Speedup: 1.013918128654971x
Optimizer time: 130.57300472259521
