Repo: pyro
Filename: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/projects/pyro/tests/infer/test_elbo_mapdata.py
ClassName: none
Testname: test_elbo_mapdata[iplate-None]
Params: param1,50,14,ParamType.ITER,7000
param2,89,29,ParamType.LR,0.0008
Assertion: assert_equal(loc_error.item(), 0, prec=0.05)
Original runtime: 54.644
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 7000, 'param2': 0.0008}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_7000_0.0008
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 52.80133333333333, Max: 54.19, Min: 51.43
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 52.80133333333333, Max: 54.19, Min: 51.43
Variance (1.8367099231598242e-40) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 52.80133333333333
Score: 52.80133333333333
Best-score: 52.80133333333333
Best-param: {'param1': 7000, 'param2': 0.0008}
>>Setting original runtime to 52.80133333333333
Optimization Iteration: 1
Running with params: {'param1': 1700, 'param2': 0.003926365525070574}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_1700_0.003926365525070574
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 19...
Iter 18...
Iter 20...
Iter 21...
Iter 26...
Iter 22...
Iter 27...
Iter 28...
Iter 29...
Iter 23...
Iter 24...
Iter 25...
Timings: Avg: 14.276333333333334, Max: 14.68, Min: 14.06
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 14.276333333333334, Max: 14.68, Min: 14.06
Variance (0.0) too small, using delta distribution
Variance (4.231779662960235e-37) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.276333333333334
Score: 14.276333333333334
Best-score: 14.276333333333334
Best-param: {'param1': 1700, 'param2': 0.003926365525070574}
Optimization Iteration: 2
Running with params: {'param1': 200, 'param2': 0.00059312858414373}
Lower learning rate.. returning... Best: 0.003926365525070574, Proposed: 0.00059312858414373
Optimization Iteration: 3
Running with params: {'param1': 400, 'param2': 0.0009315056001633305}
Lower learning rate.. returning... Best: 0.003926365525070574, Proposed: 0.0009315056001633305
Optimization Iteration: 4
Running with params: {'param1': 100, 'param2': 0.01045899272434202}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.01045899272434202
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 20...
Iter 16...
Iter 17...
Iter 18...
Iter 22...
Iter 21...
Iter 19...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 2.8203333333333327, Max: 2.87, Min: 2.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8203333333333327, Max: 2.87, Min: 2.72
Variance (2.938735877055719e-39) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8203333333333327
Score: 2.8203333333333327
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 5
Running with params: {'param1': 300, 'param2': 0.0056177210752983}
Higher iteration... returning...
Optimization Iteration: 6
Running with params: {'param1': 700, 'param2': 0.002515150691912416}
Higher iteration... returning...
Optimization Iteration: 7
Running with params: {'param1': 400, 'param2': 0.00014465329613692047}
Higher iteration... returning...
Optimization Iteration: 8
Running with params: {'param1': 200, 'param2': 0.00033094867269838}
Higher iteration... returning...
Optimization Iteration: 9
Running with params: {'param1': 300, 'param2': 0.0009535611688012446}
Higher iteration... returning...
Optimization Iteration: 10
Running with params: {'param1': 1000, 'param2': 0.006240572465028296}
Higher iteration... returning...
Optimization Iteration: 11
Running with params: {'param1': 300, 'param2': 0.0021042374483000613}
Higher iteration... returning...
Optimization Iteration: 12
Running with params: {'param1': 400, 'param2': 0.0040650791600578195}
Higher iteration... returning...
Optimization Iteration: 13
Running with params: {'param1': 5700, 'param2': 0.03724273719010879}
Higher iteration... returning...
Optimization Iteration: 14
Running with params: {'param1': 5400, 'param2': 0.00027638534538505967}
Higher iteration... returning...
Optimization Iteration: 15
Running with params: {'param1': 100, 'param2': 0.004146555150373401}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.004146555150373401
Optimization Iteration: 16
Running with params: {'param1': 2400, 'param2': 0.002661516842959277}
Higher iteration... returning...
Optimization Iteration: 17
Running with params: {'param1': 5300, 'param2': 0.011175314313703076}
Higher iteration... returning...
Optimization Iteration: 18
Running with params: {'param1': 700, 'param2': 0.036057193172688205}
Higher iteration... returning...
Optimization Iteration: 19
Running with params: {'param1': 900, 'param2': 0.008347240797596682}
Higher iteration... returning...
Optimization Iteration: 20
Running with params: {'param1': 600, 'param2': 0.0004108483685688699}
Higher iteration... returning...
Optimization Iteration: 21
Running with params: {'param1': 1700, 'param2': 0.01633027610172012}
Higher iteration... returning...
Optimization Iteration: 22
Running with params: {'param1': 2700, 'param2': 0.015472621108700515}
Higher iteration... returning...
Optimization Iteration: 23
Running with params: {'param1': 1500, 'param2': 0.023186891211367053}
Higher iteration... returning...
Optimization Iteration: 24
Running with params: {'param1': 3500, 'param2': 0.0014361110093381645}
Higher iteration... returning...
Optimization Iteration: 25
Running with params: {'param1': 100, 'param2': 0.026137905935519273}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.026137905935519273
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 13...
Iter 10...
Iter 14...
Iter 11...
Iter 12...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 26...
Iter 22...
Iter 27...
Iter 23...
Iter 29...
Iter 28...
Iter 24...
Iter 25...
Timings: Avg: 2.834333333333333, Max: 2.8800000000000003, Min: 2.71
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.834333333333333, Max: 2.8800000000000003, Min: 2.71
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.834333333333333
Score: 2.834333333333333
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 26
Running with params: {'param1': 100, 'param2': 0.021814160039024273}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.021814160039024273
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 14...
Iter 13...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 24...
Iter 20...
Iter 21...
Iter 25...
Iter 22...
Iter 23...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 2.829, Max: 2.88, Min: 2.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.829, Max: 2.88, Min: 2.78
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.829
Score: 2.829
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 27
Running with params: {'param1': 100, 'param2': 0.04753667642423096}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.04753667642423096
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.828, Max: 2.87, Min: 2.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.828, Max: 2.87, Min: 2.77
Variance (3.009265538105056e-36) too small, using delta distribution
Variance (1.0833355937178202e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.828
Score: 2.828
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 28
Running with params: {'param1': 200, 'param2': 0.040387979618002244}
Higher iteration... returning...
Optimization Iteration: 29
Running with params: {'param1': 100, 'param2': 0.011189554810077216}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.011189554810077216
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 5...
Iter 2...
Iter 6...
Iter 1...
Iter 7...
Iter 8...
Iter 4...
Iter 9...
Iter 10...
Iter 3...
Iter 11...
Iter 12...
Iter 18...
Iter 13...
Iter 14...
Iter 19...
Iter 15...
Iter 16...
Iter 20...
Iter 17...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.835666666666667, Max: 2.87, Min: 2.75
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.835666666666667, Max: 2.87, Min: 2.75
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.835666666666667
Score: 2.835666666666667
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 30
Running with params: {'param1': 100, 'param2': 0.007556494786404358}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.007556494786404358
Optimization Iteration: 31
Running with params: {'param1': 200, 'param2': 0.0471663620016146}
Higher iteration... returning...
Optimization Iteration: 32
Running with params: {'param1': 200, 'param2': 0.01370644081535581}
Higher iteration... returning...
Optimization Iteration: 33
Running with params: {'param1': 100, 'param2': 0.04845377639491698}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.04845377639491698
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.8233333333333333, Max: 2.87, Min: 2.7600000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8233333333333333, Max: 2.87, Min: 2.7600000000000002
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8233333333333333
Score: 2.8233333333333333
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 34
Running with params: {'param1': 100, 'param2': 0.027208437531347742}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.027208437531347742
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 2.8359999999999994, Max: 2.8800000000000003, Min: 2.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8359999999999994, Max: 2.8800000000000003, Min: 2.77
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8359999999999994
Score: 2.8359999999999994
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 35
Running with params: {'param1': 200, 'param2': 0.009397040196673452}
Higher iteration... returning...
Optimization Iteration: 36
Running with params: {'param1': 500, 'param2': 0.005657253165649487}
Higher iteration... returning...
Optimization Iteration: 37
Running with params: {'param1': 100, 'param2': 0.01876029823546166}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.01876029823546166
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 7...
Iter 5...
Iter 8...
Iter 6...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 20...
Iter 17...
Iter 21...
Iter 18...
Iter 22...
Iter 19...
Iter 24...
Iter 23...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.8630000000000004, Max: 2.9200000000000004, Min: 2.8000000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8630000000000004, Max: 2.9200000000000004, Min: 2.8000000000000003
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8630000000000004
Score: 2.8630000000000004
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 38
Running with params: {'param1': 200, 'param2': 0.00012505264999299826}
Higher iteration... returning...
Optimization Iteration: 39
Running with params: {'param1': 1200, 'param2': 0.0029728736643339364}
Higher iteration... returning...
Optimization Iteration: 40
Running with params: {'param1': 300, 'param2': 0.0015165215427721554}
Higher iteration... returning...
Optimization Iteration: 41
Running with params: {'param1': 300, 'param2': 0.0007266601740277304}
Higher iteration... returning...
Optimization Iteration: 42
Running with params: {'param1': 400, 'param2': 0.004373007827381947}
Higher iteration... returning...
Optimization Iteration: 43
Running with params: {'param1': 100, 'param2': 0.031315914920682676}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.031315914920682676
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 13...
Iter 10...
Iter 14...
Iter 15...
Iter 11...
Iter 12...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 26...
Iter 21...
Iter 22...
Iter 23...
Iter 28...
Iter 29...
Iter 25...
Iter 24...
Iter 27...
Timings: Avg: 2.8270000000000004, Max: 2.89, Min: 2.7199999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8270000000000004, Max: 2.89, Min: 2.7199999999999998
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8270000000000004
Score: 2.8270000000000004
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 44
Running with params: {'param1': 500, 'param2': 0.007110935019243028}
Higher iteration... returning...
Optimization Iteration: 45
Running with params: {'param1': 300, 'param2': 0.012545200135176519}
Higher iteration... returning...
Optimization Iteration: 46
Running with params: {'param1': 100, 'param2': 0.0002194502162083855}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.0002194502162083855
Optimization Iteration: 47
Running with params: {'param1': 200, 'param2': 0.0017814447499178568}
Higher iteration... returning...
Optimization Iteration: 48
Running with params: {'param1': 200, 'param2': 0.0032838716029330696}
Higher iteration... returning...
Optimization Iteration: 49
Running with params: {'param1': 100, 'param2': 0.0009006142445348267}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.0009006142445348267
Optimization Iteration: 50
Running with params: {'param1': 400, 'param2': 0.005172305644418254}
Higher iteration... returning...
Upto iteration 50: {'param1': 100.0, 'param2': 0.01045899272434202}
Optimization Iteration: 51
Running with params: {'param1': 700, 'param2': 0.0494551922258851}
Higher iteration... returning...
Optimization Iteration: 52
Running with params: {'param1': 4000, 'param2': 0.010525242906896876}
Higher iteration... returning...
Optimization Iteration: 53
Running with params: {'param1': 500, 'param2': 0.018140775586992026}
Higher iteration... returning...
Optimization Iteration: 54
Running with params: {'param1': 1200, 'param2': 0.0004997617459313632}
Higher iteration... returning...
Optimization Iteration: 55
Running with params: {'param1': 2200, 'param2': 0.0021956292733747826}
Higher iteration... returning...
Optimization Iteration: 56
Running with params: {'param1': 100, 'param2': 0.036948407537450594}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.036948407537450594
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 13...
Iter 9...
Iter 10...
Iter 11...
Iter 14...
Iter 15...
Iter 12...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 26...
Iter 23...
Iter 27...
Iter 28...
Iter 29...
Iter 24...
Iter 25...
Timings: Avg: 2.850666666666667, Max: 2.89, Min: 2.8000000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.850666666666667, Max: 2.89, Min: 2.8000000000000003
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.850666666666667
Score: 2.850666666666667
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 57
Running with params: {'param1': 300, 'param2': 0.0011170002426303704}
Higher iteration... returning...
Optimization Iteration: 58
Running with params: {'param1': 100, 'param2': 0.02091526802492095}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.02091526802492095
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 10...
Iter 5...
Iter 6...
Iter 11...
Iter 7...
Iter 12...
Iter 8...
Iter 13...
Iter 9...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 23...
Iter 24...
Iter 19...
Iter 20...
Iter 25...
Iter 18...
Iter 21...
Iter 22...
Iter 26...
Iter 28...
Iter 29...
Iter 27...
Timings: Avg: 2.8333333333333335, Max: 2.8600000000000003, Min: 2.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8333333333333335, Max: 2.8600000000000003, Min: 2.78
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8333333333333335
Score: 2.8333333333333335
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 59
Running with params: {'param1': 100, 'param2': 0.029757144083830636}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.029757144083830636
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.8286666666666664, Max: 2.89, Min: 2.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8286666666666664, Max: 2.89, Min: 2.72
Variance (4.70197740328915e-38) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8286666666666664
Score: 2.8286666666666664
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 60
Running with params: {'param1': 800, 'param2': 0.015328714384791319}
Higher iteration... returning...
Optimization Iteration: 61
Running with params: {'param1': 200, 'param2': 0.00668341794128529}
Higher iteration... returning...
Optimization Iteration: 62
Running with params: {'param1': 6600, 'param2': 0.0036493898773378164}
Higher iteration... returning...
Optimization Iteration: 63
Running with params: {'param1': 400, 'param2': 0.00894105901594876}
Higher iteration... returning...
Optimization Iteration: 64
Running with params: {'param1': 100, 'param2': 0.043213043529158175}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.043213043529158175
Launching 30 jobs, 30 in parallel
Iter 2...
Iter 3...
Iter 4...
Iter 0...
Iter 5...
Iter 1...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 15...
Iter 11...
Iter 12...
Iter 13...
Iter 16...
Iter 17...
Iter 18...
Iter 14...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 28...
Iter 29...
Iter 24...
Iter 23...
Iter 25...
Iter 26...
Iter 27...
Timings: Avg: 2.8306666666666667, Max: 2.8800000000000003, Min: 2.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8306666666666667, Max: 2.8800000000000003, Min: 2.73
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8306666666666667
Score: 2.8306666666666667
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 65
Running with params: {'param1': 1000, 'param2': 0.02395891714897065}
Higher iteration... returning...
Optimization Iteration: 66
Running with params: {'param1': 100, 'param2': 0.028256909160119043}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.028256909160119043
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 12...
Iter 13...
Iter 10...
Iter 14...
Iter 11...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 25...
Iter 21...
Iter 24...
Iter 22...
Iter 26...
Iter 23...
Iter 29...
Iter 28...
Iter 27...
Timings: Avg: 2.8379999999999996, Max: 2.8800000000000003, Min: 2.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8379999999999996, Max: 2.8800000000000003, Min: 2.79
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8379999999999996
Score: 2.8379999999999996
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 67
Running with params: {'param1': 100, 'param2': 0.031531952773642395}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.031531952773642395
Launching 30 jobs, 30 in parallel
Iter 1...
Iter 0...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 10...
Iter 7...
Iter 11...
Iter 8...
Iter 12...
Iter 9...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 23...
Iter 24...
Iter 20...
Iter 19...
Iter 21...
Iter 22...
Iter 25...
Iter 26...
Iter 27...
Iter 28...
Iter 29...
Timings: Avg: 2.8329999999999993, Max: 2.87, Min: 2.7800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8329999999999993, Max: 2.87, Min: 2.7800000000000002
Variance (4.231779662960235e-37) too small, using delta distribution
Variance (2.7083389842945504e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8329999999999993
Score: 2.8329999999999993
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 68
Running with params: {'param1': 200, 'param2': 0.034802580803407084}
Higher iteration... returning...
Optimization Iteration: 69
Running with params: {'param1': 100, 'param2': 0.013663797770330326}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.013663797770330326
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 7...
Iter 4...
Iter 8...
Iter 5...
Iter 6...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 20...
Iter 15...
Iter 21...
Iter 16...
Iter 17...
Iter 22...
Iter 18...
Iter 23...
Iter 24...
Iter 19...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.8293333333333326, Max: 2.8800000000000003, Min: 2.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8293333333333326, Max: 2.8800000000000003, Min: 2.73
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8293333333333326
Score: 2.8293333333333326
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 70
Running with params: {'param1': 100, 'param2': 0.004958637806285579}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.004958637806285579
Optimization Iteration: 71
Running with params: {'param1': 200, 'param2': 0.019284312406717703}
Higher iteration... returning...
Optimization Iteration: 72
Running with params: {'param1': 100, 'param2': 0.042427151963802597}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.042427151963802597
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.840333333333333, Max: 2.87, Min: 2.78
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.840333333333333, Max: 2.87, Min: 2.78
Variance (0.0) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.840333333333333
Score: 2.840333333333333
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 73
Running with params: {'param1': 200, 'param2': 0.016085379972801007}
Higher iteration... returning...
Optimization Iteration: 74
Running with params: {'param1': 100, 'param2': 0.009930865690485553}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.009930865690485553
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.847, Max: 2.9, Min: 2.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.847, Max: 2.9, Min: 2.8
Variance (1.8367099231598242e-40) too small, using delta distribution
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.847
Score: 2.847
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 75
Running with params: {'param1': 600, 'param2': 0.007948859558030905}
Higher iteration... returning...
Optimization Iteration: 76
Running with params: {'param1': 300, 'param2': 0.024380028584380837}
Higher iteration... returning...
Optimization Iteration: 77
Running with params: {'param1': 100, 'param2': 0.0026508083622076234}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.0026508083622076234
Optimization Iteration: 78
Running with params: {'param1': 200, 'param2': 0.011826480259420234}
Higher iteration... returning...
Optimization Iteration: 79
Running with params: {'param1': 100, 'param2': 0.006081160001291932}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.006081160001291932
Optimization Iteration: 80
Running with params: {'param1': 1800, 'param2': 0.032701808868147185}
Higher iteration... returning...
Optimization Iteration: 81
Running with params: {'param1': 100, 'param2': 0.04920342694654236}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.04920342694654236
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 5...
Iter 1...
Iter 2...
Iter 3...
Iter 6...
Iter 4...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 18...
Iter 13...
Iter 15...
Iter 19...
Iter 20...
Iter 16...
Iter 14...
Iter 21...
Iter 22...
Iter 17...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 29...
Iter 27...
Iter 28...
Timings: Avg: 2.822, Max: 2.8600000000000003, Min: 2.69
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.822, Max: 2.8600000000000003, Min: 2.69
Variance (7.52316384526264e-37) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.822
Score: 2.822
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 82
Running with params: {'param1': 200, 'param2': 0.04821167533556595}
Higher iteration... returning...
Optimization Iteration: 83
Running with params: {'param1': 4300, 'param2': 0.0017851626359332634}
Higher iteration... returning...
Optimization Iteration: 84
Running with params: {'param1': 100, 'param2': 0.00023915300660917198}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.00023915300660917198
Optimization Iteration: 85
Running with params: {'param1': 300, 'param2': 0.004705512066955528}
Higher iteration... returning...
Optimization Iteration: 86
Running with params: {'param1': 100, 'param2': 0.039668988686821845}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.039668988686821845
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 12...
Iter 9...
Iter 13...
Iter 10...
Iter 11...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 24...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 25...
Iter 26...
Iter 23...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.841333333333333, Max: 2.87, Min: 2.79
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.841333333333333, Max: 2.87, Min: 2.79
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.841333333333333
Score: 2.841333333333333
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 87
Running with params: {'param1': 2800, 'param2': 0.003706874214038822}
Higher iteration... returning...
Optimization Iteration: 88
Running with params: {'param1': 200, 'param2': 0.00015777981727599656}
Higher iteration... returning...
Optimization Iteration: 89
Running with params: {'param1': 100, 'param2': 0.021244740526688097}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.021244740526688097
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 8...
Iter 5...
Iter 9...
Iter 6...
Iter 10...
Iter 7...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 21...
Iter 15...
Iter 16...
Iter 17...
Iter 22...
Iter 18...
Iter 23...
Iter 24...
Iter 19...
Iter 20...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.833666666666667, Max: 2.89, Min: 2.77
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.833666666666667, Max: 2.89, Min: 2.77
Variance (1.88079096131566e-37) too small, using delta distribution
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.833666666666667
Score: 2.833666666666667
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 90
Running with params: {'param1': 100, 'param2': 0.014303136793405136}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.014303136793405136
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 11...
Iter 12...
Iter 13...
Iter 14...
Iter 15...
Iter 16...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 24...
Iter 25...
Iter 26...
Iter 27...
Iter 29...
Iter 28...
Timings: Avg: 2.838, Max: 2.88, Min: 2.7800000000000002
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.838, Max: 2.88, Min: 2.7800000000000002
Variance (4.70197740328915e-38) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.838
Score: 2.838
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 91
Running with params: {'param1': 400, 'param2': 0.017702179863271904}
Higher iteration... returning...
Optimization Iteration: 92
Running with params: {'param1': 300, 'param2': 0.00319007471653187}
Higher iteration... returning...
Optimization Iteration: 93
Running with params: {'param1': 200, 'param2': 0.0003725861244462784}
Higher iteration... returning...
Optimization Iteration: 94
Running with params: {'param1': 100, 'param2': 0.02670061196418089}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597921350/assert_79602251_100_0.02670061196418089
Launching 30 jobs, 30 in parallel
Iter 0...
Iter 1...
Iter 2...
Iter 3...
Iter 4...
Iter 5...
Iter 6...
Iter 7...
Iter 8...
Iter 9...
Iter 10...
Iter 14...
Iter 11...
Iter 12...
Iter 15...
Iter 16...
Iter 13...
Iter 17...
Iter 18...
Iter 19...
Iter 20...
Iter 21...
Iter 22...
Iter 23...
Iter 27...
Iter 29...
Iter 24...
Iter 28...
Iter 26...
Iter 25...
Timings: Avg: 2.8653333333333335, Max: 2.9299999999999997, Min: 2.73
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 2.8653333333333335, Max: 2.9299999999999997, Min: 2.73
Variance (4.70197740328915e-38) too small, using delta distribution
Variance (3.009265538105056e-36) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.8653333333333335
Score: 2.8653333333333335
Best-score: 2.8203333333333327
Best-param: {'param1': 100, 'param2': 0.01045899272434202}
Optimization Iteration: 95
Running with params: {'param1': 1300, 'param2': 0.0006560052732971194}
Higher iteration... returning...
Optimization Iteration: 96
Running with params: {'param1': 600, 'param2': 0.00818687933847496}
Higher iteration... returning...
Optimization Iteration: 97
Running with params: {'param1': 100, 'param2': 0.001289604049376565}
Lower learning rate.. returning... Best: 0.01045899272434202, Proposed: 0.001289604049376565
Optimization Iteration: 98
Running with params: {'param1': 300, 'param2': 0.04991979995384296}
Higher iteration... returning...
Optimization Iteration: 99
Running with params: {'param1': 200, 'param2': 0.012649225610259756}
Higher iteration... returning...
Optimization Iteration: 100
Running with params: {'param1': 500, 'param2': 0.006927292162307137}
Higher iteration... returning...
Upto iteration 100: {'param1': 100.0, 'param2': 0.01045899272434202}
Breaking...
{'param1': 100.0, 'param2': 0.01045899272434202}
Best score: 2.8203333333333327
Repeated params: 0
Trials: 101
Best param {'param1': 100.0, 'param2': 0.01045899272434202}
Reduction: 94.65859447993738%
Speedup: 18.721664105897652x
Optimizer time: 142.51534295082092
