Repo: pyro
Filename: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/projects/pyro/tests/infer/test_inference.py
ClassName: PoissonGammaTests
Testname: test_renyi_nonreparameterized
Params: param1,280,33,ParamType.ITER,12500
param2,316,33,ParamType.LR,0.0002
Assertion: assert_equal(pyro.param('alpha_q'), self.alpha_n, prec=0.2, msg='{} vs {}'.format(pyro.param('alpha_q').detach().cpu().numpy(), self.alpha_n.detach().cpu().numpy()))
Original runtime: 55.202
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 12500, 'param2': 0.0002}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_12500_0.0002
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Timings: Avg: 54.114000000000004, Max: 55.92, Min: 52.510000000000005
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 54.114000000000004, Max: 55.92, Min: 52.510000000000005
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: 54.114000000000004
Score: 54.114000000000004
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
>>Setting original runtime to 54.114000000000004
Optimization Iteration: 1
Running with params: {'param1': 600, 'param2': 0.003155890242907976}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_600_0.003155890242907976
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Timings: Avg: 4.911333333333332, Max: 5.0200000000000005, Min: 4.83
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 2
Running with params: {'param1': 200, 'param2': 0.020068439971815667}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_200_0.020068439971815667
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Timings: Avg: 3.224333333333333, Max: 3.3, Min: 3.17
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 3
Running with params: {'param1': 9100, 'param2': 0.014910760592540493}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_9100_0.014910760592540493
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Timings: Avg: 40.26733333333333, Max: 41.53, Min: 39.16
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 4
Running with params: {'param1': 100, 'param2': 0.010696653510461776}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_100_0.010696653510461776
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Timings: Avg: 2.815666666666667, Max: 2.8600000000000003, Min: 2.75
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 5
Running with params: {'param1': 500, 'param2': 0.0002507753493881493}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_500_0.0002507753493881493
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Timings: Avg: 4.473333333333333, Max: 4.53, Min: 4.4
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 6
Running with params: {'param1': 2200, 'param2': 0.005985104401895565}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_2200_0.005985104401895565
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Timings: Avg: 11.488333333333337, Max: 11.76, Min: 11.16
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 7
Running with params: {'param1': 1800, 'param2': 0.015688362444349308}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_1800_0.015688362444349308
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Timings: Avg: 9.781666666666668, Max: 10.0, Min: 9.469999999999999
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 8
Running with params: {'param1': 1300, 'param2': 0.005916659581352168}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_1300_0.005916659581352168
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Timings: Avg: 7.797666666666667, Max: 7.93, Min: 7.550000000000001
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 9
Running with params: {'param1': 7700, 'param2': 0.01651751386755509}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_7700_0.01651751386755509
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Timings: Avg: 34.33266666666667, Max: 35.2, Min: 33.58
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 10
Running with params: {'param1': 4700, 'param2': 0.00012581964580236617}
Lower learning rate.. returning... Best: 0.0002, Proposed: 0.00012581964580236617
Optimization Iteration: 11
Running with params: {'param1': 11600, 'param2': 0.017188436255029742}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_11600_0.017188436255029742
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Timings: Avg: 50.535333333333334, Max: 51.97, Min: 49.23
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 54.114000000000004
Best-param: {'param1': 12500, 'param2': 0.0002}
Optimization Iteration: 12
Running with params: {'param1': 2300, 'param2': 0.00014688840057645197}
Lower learning rate.. returning... Best: 0.0002, Proposed: 0.00014688840057645197
Optimization Iteration: 13
Running with params: {'param1': 200, 'param2': 0.00010606826676520811}
Lower learning rate.. returning... Best: 0.0002, Proposed: 0.00010606826676520811
Optimization Iteration: 14
Running with params: {'param1': 11900, 'param2': 0.0002355318382926389}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_11900_0.0002355318382926389
Launching 30 jobs, 30 in parallel
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Timings: Avg: 51.69000000000001, Max: 52.980000000000004, Min: 50.269999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 51.69000000000001, Max: 52.980000000000004, Min: 50.269999999999996
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: 51.69000000000001
Score: 51.69000000000001
Best-score: 51.69000000000001
Best-param: {'param1': 11900, 'param2': 0.0002355318382926389}
Optimization Iteration: 15
Running with params: {'param1': 200, 'param2': 0.0014887226066400154}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_200_0.0014887226066400154
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Timings: Avg: 3.228, Max: 3.26, Min: 3.17
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 51.69000000000001
Best-param: {'param1': 11900, 'param2': 0.0002355318382926389}
Optimization Iteration: 16
Running with params: {'param1': 300, 'param2': 0.0003473651929651165}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_300_0.0003473651929651165
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Timings: Avg: 3.6359999999999997, Max: 3.7100000000000004, Min: 3.55
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 51.69000000000001
Best-param: {'param1': 11900, 'param2': 0.0002355318382926389}
Optimization Iteration: 17
Running with params: {'param1': 10900, 'param2': 0.0002869083576077821}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_10900_0.0002869083576077821
Launching 30 jobs, 30 in parallel
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Timings: Avg: 47.38700000000001, Max: 48.760000000000005, Min: 46.519999999999996
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 47.38700000000001, Max: 48.760000000000005, Min: 46.519999999999996
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: 47.38700000000001
Score: 47.38700000000001
Best-score: 47.38700000000001
Best-param: {'param1': 10900, 'param2': 0.0002869083576077821}
Optimization Iteration: 18
Running with params: {'param1': 8600, 'param2': 0.032751014204389466}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_8600_0.032751014204389466
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Timings: Avg: 38.191666666666656, Max: 39.25, Min: 37.36
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 47.38700000000001
Best-param: {'param1': 10900, 'param2': 0.0002869083576077821}
Optimization Iteration: 19
Running with params: {'param1': 600, 'param2': 0.013933949051234887}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_600_0.013933949051234887
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Timings: Avg: 4.8453333333333335, Max: 4.890000000000001, Min: 4.75
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 47.38700000000001
Best-param: {'param1': 10900, 'param2': 0.0002869083576077821}
Optimization Iteration: 20
Running with params: {'param1': 700, 'param2': 0.033593629958128285}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_700_0.033593629958128285
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Timings: Avg: 5.319000000000001, Max: 5.41, Min: 5.1899999999999995
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 47.38700000000001
Best-param: {'param1': 10900, 'param2': 0.0002869083576077821}
Optimization Iteration: 21
Running with params: {'param1': 4500, 'param2': 0.0008575991267826678}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_4500_0.0008575991267826678
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Timings: Avg: 20.72666666666667, Max: 21.47, Min: 20.279999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 20.72666666666667, Max: 21.47, Min: 20.279999999999998
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: 20.72666666666667
Score: 20.72666666666667
Best-score: 20.72666666666667
Best-param: {'param1': 4500, 'param2': 0.0008575991267826678}
Optimization Iteration: 22
Running with params: {'param1': 4200, 'param2': 0.0007780049713640711}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_4200_0.0007780049713640711
Launching 30 jobs, 30 in parallel
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Timings: Avg: 19.487666666666666, Max: 20.0, Min: 19.130000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 19.487666666666666, Max: 20.0, Min: 19.130000000000003
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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All-Passed: True
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Runtime: 19.487666666666666
Score: 19.487666666666666
Best-score: 19.487666666666666
Best-param: {'param1': 4200, 'param2': 0.0007780049713640711}
Optimization Iteration: 23
Running with params: {'param1': 4800, 'param2': 0.0008710920354844035}
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Optimization Iteration: 24
Running with params: {'param1': 4000, 'param2': 0.0006629741724451187}
Lower learning rate.. returning... Best: 0.0007780049713640711, Proposed: 0.0006629741724451187
Optimization Iteration: 25
Running with params: {'param1': 3400, 'param2': 0.0006383390636094062}
Lower learning rate.. returning... Best: 0.0007780049713640711, Proposed: 0.0006383390636094062
Optimization Iteration: 26
Running with params: {'param1': 6500, 'param2': 0.0021793769314725664}
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Optimization Iteration: 27
Running with params: {'param1': 3000, 'param2': 0.0011988074163778325}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_3000_0.0011988074163778325
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.592999999999998, Max: 15.03, Min: 14.23
Passed tests : 30
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Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 14.592999999999998, Max: 15.03, Min: 14.23
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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All-Passed: True
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Runtime: 14.592999999999998
Score: 14.592999999999998
Best-score: 14.592999999999998
Best-param: {'param1': 3000, 'param2': 0.0011988074163778325}
Optimization Iteration: 28
Running with params: {'param1': 1100, 'param2': 0.0013961396394065488}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_1100_0.0013961396394065488
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.709666666666665, Max: 6.79, Min: 6.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.709666666666665, Max: 6.79, Min: 6.5
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
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Runtime: 6.709666666666665
Score: 6.709666666666665
Best-score: 6.709666666666665
Best-param: {'param1': 1100, 'param2': 0.0013961396394065488}
Optimization Iteration: 29
Running with params: {'param1': 1000, 'param2': 0.0015219777953947803}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_1000_0.0015219777953947803
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.297666666666668, Max: 6.37, Min: 6.2
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.297666666666668, Max: 6.37, Min: 6.2
Variance (0.0) too small, using delta distribution
Variance (0.0) too small, using delta distribution
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Runtime: 6.297666666666668
Score: 6.297666666666668
Best-score: 6.297666666666668
Best-param: {'param1': 1000, 'param2': 0.0015219777953947803}
Optimization Iteration: 30
Running with params: {'param1': 1000, 'param2': 0.003480606489196503}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_1000_0.003480606489196503
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.277000000000001, Max: 6.4, Min: 6.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 6.277000000000001, Max: 6.4, Min: 6.17
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: 6.277000000000001
Score: 6.277000000000001
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 31
Running with params: {'param1': 400, 'param2': 0.00345313402964147}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_400_0.00345313402964147
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.091333333333334, Max: 4.16, Min: 4.01
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 32
Running with params: {'param1': 900, 'param2': 0.0030190257394047287}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0030190257394047287
Optimization Iteration: 33
Running with params: {'param1': 1300, 'param2': 0.006959371602775456}
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Optimization Iteration: 34
Running with params: {'param1': 100, 'param2': 0.003074590263504071}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.003074590263504071
Optimization Iteration: 35
Running with params: {'param1': 300, 'param2': 0.00046940382397930673}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.00046940382397930673
Optimization Iteration: 36
Running with params: {'param1': 1700, 'param2': 0.00836127081751315}
Higher iteration... returning...
Optimization Iteration: 37
Running with params: {'param1': 700, 'param2': 0.004530551218463887}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_700_0.004530551218463887
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.318, Max: 5.37, Min: 5.2700000000000005
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 38
Running with params: {'param1': 400, 'param2': 0.0020299614024046186}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0020299614024046186
Optimization Iteration: 39
Running with params: {'param1': 900, 'param2': 0.0103641069937894}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_900_0.0103641069937894
Launching 30 jobs, 30 in parallel
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Timings: Avg: 6.123666666666667, Max: 6.25, Min: 5.91
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 40
Running with params: {'param1': 2000, 'param2': 0.02527846492367304}
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Optimization Iteration: 41
Running with params: {'param1': 2700, 'param2': 0.004412532595838094}
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Higher iteration... returning...
Optimization Iteration: 43
Running with params: {'param1': 100, 'param2': 0.00432753404512734}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_100_0.00432753404512734
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.7913333333333337, Max: 2.8400000000000003, Min: 2.7
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 44
Running with params: {'param1': 500, 'param2': 0.0004764377487756518}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0004764377487756518
Optimization Iteration: 45
Running with params: {'param1': 1000, 'param2': 0.001057099594495819}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.001057099594495819
Optimization Iteration: 46
Running with params: {'param1': 1300, 'param2': 0.00018936786181799156}
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Optimization Iteration: 47
Running with params: {'param1': 6000, 'param2': 0.0024739329293561965}
Higher iteration... returning...
Optimization Iteration: 48
Running with params: {'param1': 300, 'param2': 0.043962450483732374}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_300_0.043962450483732374
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.631666666666667, Max: 3.68, Min: 3.56
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 49
Running with params: {'param1': 200, 'param2': 0.010756551874279246}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_200_0.010756551874279246
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.209, Max: 3.2600000000000002, Min: 3.14
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 50
Running with params: {'param1': 800, 'param2': 0.006614979494399948}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_800_0.006614979494399948
Launching 30 jobs, 30 in parallel
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Timings: Avg: 5.701, Max: 5.79, Min: 5.55
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Upto iteration 50: {'param1': 1000.0, 'param2': 0.003480606489196503}
Optimization Iteration: 51
Running with params: {'param1': 2400, 'param2': 0.00041259487110283625}
Higher iteration... returning...
Optimization Iteration: 52
Running with params: {'param1': 500, 'param2': 0.021423087682522556}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_500_0.021423087682522556
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.472, Max: 4.53, Min: 4.4
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Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 53
Running with params: {'param1': 100, 'param2': 0.0016686336419757589}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0016686336419757589
Optimization Iteration: 54
Running with params: {'param1': 1500, 'param2': 0.00109036606440573}
Higher iteration... returning...
Optimization Iteration: 55
Running with params: {'param1': 400, 'param2': 0.0052617183128002435}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_400_0.0052617183128002435
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.055666666666666, Max: 4.13, Min: 3.8600000000000003
Passed tests : 0
Failed tests : 30
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 56
Running with params: {'param1': 600, 'param2': 0.013058473928319807}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_600_0.013058473928319807
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.886333333333334, Max: 4.95, Min: 4.82
Passed tests : 0
Failed tests : 30
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Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 57
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Optimization Iteration: 58
Running with params: {'param1': 200, 'param2': 0.0027039358185863664}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0027039358185863664
Optimization Iteration: 59
Running with params: {'param1': 2000, 'param2': 0.0006323053899542709}
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Optimization Iteration: 61
Running with params: {'param1': 300, 'param2': 0.00028446131144082865}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.00028446131144082865
Optimization Iteration: 62
Running with params: {'param1': 5900, 'param2': 0.008414518886284495}
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Optimization Iteration: 63
Running with params: {'param1': 500, 'param2': 0.0019335580836240664}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0019335580836240664
Optimization Iteration: 64
Running with params: {'param1': 700, 'param2': 0.00010437258432393754}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.00010437258432393754
Optimization Iteration: 65
Running with params: {'param1': 1100, 'param2': 0.0013371986668543605}
Higher iteration... returning...
Optimization Iteration: 66
Running with params: {'param1': 1100, 'param2': 0.0008447918138073911}
Higher iteration... returning...
Optimization Iteration: 67
Running with params: {'param1': 800, 'param2': 0.0013578483286548187}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0013578483286548187
Optimization Iteration: 68
Running with params: {'param1': 1500, 'param2': 0.0005461328780159003}
Higher iteration... returning...
Optimization Iteration: 69
Running with params: {'param1': 1900, 'param2': 0.0010093618251746095}
Higher iteration... returning...
Optimization Iteration: 70
Running with params: {'param1': 2400, 'param2': 0.00033745912592084403}
Higher iteration... returning...
Optimization Iteration: 71
Running with params: {'param1': 400, 'param2': 0.0023568819848429185}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0023568819848429185
Optimization Iteration: 72
Running with params: {'param1': 600, 'param2': 0.0050006806942642845}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_600_0.0050006806942642845
Launching 30 jobs, 30 in parallel
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Timings: Avg: 4.861666666666666, Max: 4.93, Min: 4.779999999999999
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 73
Running with params: {'param1': 2900, 'param2': 0.0037805967474736127}
Higher iteration... returning...
Optimization Iteration: 74
Running with params: {'param1': 900, 'param2': 0.0016516840814858303}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0016516840814858303
Optimization Iteration: 75
Running with params: {'param1': 1300, 'param2': 0.0007790510105066496}
Higher iteration... returning...
Optimization Iteration: 76
Running with params: {'param1': 800, 'param2': 0.0029463382428934768}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0029463382428934768
Optimization Iteration: 77
Running with params: {'param1': 3600, 'param2': 0.008085620829967608}
Higher iteration... returning...
Optimization Iteration: 78
Running with params: {'param1': 1000, 'param2': 0.002019807515210704}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.002019807515210704
Optimization Iteration: 79
Running with params: {'param1': 300, 'param2': 0.0009896444390764877}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0009896444390764877
Optimization Iteration: 80
Running with params: {'param1': 10100, 'param2': 0.0014318078129355516}
Higher iteration... returning...
Optimization Iteration: 81
Running with params: {'param1': 500, 'param2': 0.0006869298550169165}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0006869298550169165
Optimization Iteration: 82
Running with params: {'param1': 1600, 'param2': 0.00555211925865259}
Higher iteration... returning...
Optimization Iteration: 83
Running with params: {'param1': 600, 'param2': 0.001236996423084166}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.001236996423084166
Optimization Iteration: 84
Running with params: {'param1': 1200, 'param2': 0.00012487858240363636}
Higher iteration... returning...
Optimization Iteration: 85
Running with params: {'param1': 1800, 'param2': 0.004107249232965214}
Higher iteration... returning...
Optimization Iteration: 86
Running with params: {'param1': 2100, 'param2': 0.002646483927509417}
Higher iteration... returning...
Optimization Iteration: 87
Running with params: {'param1': 5100, 'param2': 0.006559463620041768}
Higher iteration... returning...
Optimization Iteration: 88
Running with params: {'param1': 7900, 'param2': 0.003289927323796065}
Higher iteration... returning...
Optimization Iteration: 89
Running with params: {'param1': 100, 'param2': 0.00022351546956084103}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.00022351546956084103
Optimization Iteration: 90
Running with params: {'param1': 400, 'param2': 0.0003791664195418337}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0003791664195418337
Optimization Iteration: 91
Running with params: {'param1': 2500, 'param2': 0.012508327958754468}
Higher iteration... returning...
Optimization Iteration: 92
Running with params: {'param1': 700, 'param2': 0.0005671117938166245}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0005671117938166245
Optimization Iteration: 93
Running with params: {'param1': 1000, 'param2': 0.0017425200596834817}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0017425200596834817
Optimization Iteration: 94
Running with params: {'param1': 200, 'param2': 0.00995186775236385}
Logdir: /mnt/batch/tasks/workitems/optwseed/job-1/Task_pyro/wd/borntobeflaky/tool/logs/optim_1597896455_pyro/run_1597920603/assert_4272706_200_0.00995186775236385
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.2013333333333334, Max: 3.25, Min: 3.13
Passed tests : 0
Failed tests : 30
Half of samples failed, exiting...
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 6.277000000000001
Best-param: {'param1': 1000, 'param2': 0.003480606489196503}
Optimization Iteration: 95
Running with params: {'param1': 1500, 'param2': 0.018515761359810094}
Higher iteration... returning...
Optimization Iteration: 96
Running with params: {'param1': 2200, 'param2': 0.025771257071786766}
Higher iteration... returning...
Optimization Iteration: 97
Running with params: {'param1': 300, 'param2': 0.00048529714104741397}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.00048529714104741397
Optimization Iteration: 98
Running with params: {'param1': 2900, 'param2': 0.048928347940682494}
Higher iteration... returning...
Optimization Iteration: 99
Running with params: {'param1': 800, 'param2': 0.0023029622103355506}
Lower learning rate.. returning... Best: 0.003480606489196503, Proposed: 0.0023029622103355506
Optimization Iteration: 100
Running with params: {'param1': 1200, 'param2': 0.00031206466629578826}
Higher iteration... returning...
Upto iteration 100: {'param1': 1000.0, 'param2': 0.003480606489196503}
Breaking...
{'param1': 1000.0, 'param2': 0.003480606489196503}
Best score: 6.277000000000001
Repeated params: 0
Trials: 101
Best param {'param1': 1000.0, 'param2': 0.003480606489196503}
Reduction: 88.4004139409395%
Speedup: 8.620997291699856x
Optimizer time: 526.579883813858
