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: testSetGetParams
Params: max_iter,526,45,ParamType.ITER,10
Assertion: self.assertEqual(getattr(self.model.gensim_model, 'num_topics'), 3)
Original runtime: 37.497
>>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_1597730367/assert_43193089_10
Launching 30 jobs, 30 in parallel
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Timings: Avg: 35.82766666666667, Max: 37.69, Min: 33.38
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 35.82766666666667, Max: 37.69, Min: 33.38
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 35.82766666666667
Score: 35.82766666666667
Best-score: 35.82766666666667
Best-param: {'max_iter': 10}
>>Setting original runtime to 35.82766666666667
Optimization Iteration: 1
Running with params: {'max_iter': 9}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730367/assert_43193089_9
Launching 30 jobs, 30 in parallel
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Timings: Avg: 36.093666666666664, Max: 38.739999999999995, Min: 34.32
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 36.093666666666664, Max: 38.739999999999995, Min: 34.32
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 36.093666666666664
Score: 36.093666666666664
Best-score: 35.82766666666667
Best-param: {'max_iter': 10}
Optimization Iteration: 2
Running with params: {'max_iter': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730367/assert_43193089_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 28.244666666666664, Max: 30.36, Min: 26.44
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 28.244666666666664, Max: 30.36, Min: 26.44
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 28.244666666666664
Score: 28.244666666666664
Best-score: 28.244666666666664
Best-param: {'max_iter': 2}
Optimization Iteration: 3
Running with params: {'max_iter': 4}
Higher iteration... returning...
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Running with params: {'max_iter': 9}
Optimization Iteration: 5
Running with params: {'max_iter': 9}
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Running with params: {'max_iter': 3}
Higher iteration... returning...
Optimization Iteration: 7
Running with params: {'max_iter': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730367/assert_43193089_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 27.423333333333336, Max: 29.619999999999997, Min: 24.45
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 27.423333333333336, Max: 29.619999999999997, Min: 24.45
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 27.423333333333336
Score: 27.423333333333336
Best-score: 27.423333333333336
Best-param: {'max_iter': 1}
Optimization Iteration: 8
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Breaking...
{'max_iter': 1.0}
Best score: 27.423333333333336
Repeated params: 76
Trials: 101
Best param {'max_iter': 1.0}
Reduction: 23.457663072299813%
Speedup: 1.3064665127020787x
Optimizer time: 137.50627422332764
