Repo: gensim
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/projects/gensim/gensim/test/test_sklearn_api.py
ClassName: TestLdaSeqWrapper
Testname: testTransform
Params: max_iter,526,45,ParamType.ITER,10
Assertion: self.assertEqual(transformed_vecs.shape[1], self.model.num_topics)
Original runtime: 19.349
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'max_iter': 10}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730052/assert_91047484_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 17.672333333333334, Max: 18.72, Min: 16.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 17.672333333333334, Max: 18.72, Min: 16.15
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 17.672333333333334
Score: 17.672333333333334
Best-score: 17.672333333333334
Best-param: {'max_iter': 10}
>>Setting original runtime to 17.672333333333334
Optimization Iteration: 1
Running with params: {'max_iter': 5}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730052/assert_91047484_5
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.886666666666667, Max: 18.2, Min: 14.659999999999998
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 16.886666666666667, Max: 18.2, Min: 14.659999999999998
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 16.886666666666667
Score: 16.886666666666667
Best-score: 16.886666666666667
Best-param: {'max_iter': 5}
Optimization Iteration: 2
Running with params: {'max_iter': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730052/assert_91047484_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.771666666666667, Max: 16.33, Min: 11.76
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.771666666666667, Max: 16.33, Min: 11.76
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.771666666666667
Score: 14.771666666666667
Best-score: 14.771666666666667
Best-param: {'max_iter': 1}
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{'max_iter': 1.0}
Best score: 14.771666666666667
Repeated params: 56
Trials: 101
Best param {'max_iter': 1.0}
Reduction: 16.41360318388442%
Speedup: 1.1963669186505699x
Optimizer time: 54.18591070175171
