Repo: gensim
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/projects/gensim/gensim/test/test_word2vec.py
ClassName: TestWord2VecModel
Testname: testParallel
Params: param1,772,49,ParamType.ITER,10000
Assertion: self.assertLess(neighbor_rank, 20)
Original runtime: 13.235
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'param1': 10000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_10000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 13.483666666666666, Max: 13.69, Min: 13.31
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.9563247157871204
Evaluating 30 values out of 30
Overall-timings: Avg: 13.483666666666666, Max: 13.69, Min: 13.31
Choosing distribution: expon
Probability of fail (non-zero): 2.6821257636422402e-05
All-Passed: True
Probabilty of failure: 2.6821257636422402e-05
Runtime: 13.483666666666666
Score: 13.483666666666666
Best-score: 13.483666666666666
Best-param: {'param1': 10000}
>>Setting original runtime to 13.483666666666666
Optimization Iteration: 1
Running with params: {'param1': 1700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_1700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.386333333333334, Max: 3.45, Min: 3.17
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.386333333333334, Max: 3.45, Min: 3.17
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.386333333333334
Score: 3.386333333333334
Best-score: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 2
Running with params: {'param1': 400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.9173333333333336, Max: 2.97, Min: 2.85
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: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 3
Running with params: {'param1': 400}
Optimization Iteration: 4
Running with params: {'param1': 200}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_200
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.656666666666667, Max: 2.69, Min: 2.6
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: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 5
Running with params: {'param1': 900}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_900
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.1229999999999998, Max: 3.1999999999999997, Min: 2.9499999999999997
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: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 6
Running with params: {'param1': 2000}
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Optimization Iteration: 7
Running with params: {'param1': 9700}
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Optimization Iteration: 8
Running with params: {'param1': 4400}
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Optimization Iteration: 9
Running with params: {'param1': 600}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_600
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.961666666666667, Max: 3.02, Min: 2.8
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: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 10
Running with params: {'param1': 500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.93, Max: 3.0, Min: 2.7800000000000002
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: 3.386333333333334
Best-param: {'param1': 1700}
Optimization Iteration: 11
Running with params: {'param1': 900}
Optimization Iteration: 12
Running with params: {'param1': 1500}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_1500
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.255, Max: 3.3000000000000003, Min: 3.1399999999999997
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.255, Max: 3.3000000000000003, Min: 3.1399999999999997
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.255
Score: 3.255
Best-score: 3.255
Best-param: {'param1': 1500}
Optimization Iteration: 13
Running with params: {'param1': 400}
Optimization Iteration: 14
Running with params: {'param1': 1600}
Higher iteration... returning...
Optimization Iteration: 15
Running with params: {'param1': 3900}
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Optimization Iteration: 16
Running with params: {'param1': 600}
Optimization Iteration: 17
Running with params: {'param1': 6900}
Higher iteration... returning...
Optimization Iteration: 18
Running with params: {'param1': 100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.4066666666666667, Max: 2.4400000000000004, Min: 2.3400000000000003
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: 3.255
Best-param: {'param1': 1500}
Optimization Iteration: 19
Running with params: {'param1': 100}
Optimization Iteration: 20
Running with params: {'param1': 4000}
Higher iteration... returning...
Optimization Iteration: 21
Running with params: {'param1': 1900}
Higher iteration... returning...
Optimization Iteration: 22
Running with params: {'param1': 1400}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_1400
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.2066666666666657, Max: 3.26, Min: 3.15
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 3.2066666666666657, Max: 3.26, Min: 3.15
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 3.2066666666666657
Score: 3.2066666666666657
Best-score: 3.2066666666666657
Best-param: {'param1': 1400}
Optimization Iteration: 23
Running with params: {'param1': 2800}
Higher iteration... returning...
Optimization Iteration: 24
Running with params: {'param1': 1100}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_1100
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.980666666666667, Max: 3.02, Min: 2.8000000000000003
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 2.980666666666667, Max: 3.02, Min: 2.8000000000000003
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 2.980666666666667
Score: 2.980666666666667
Best-score: 2.980666666666667
Best-param: {'param1': 1100}
Optimization Iteration: 25
Running with params: {'param1': 1000}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_1000
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.1839999999999997, Max: 3.23, Min: 3.12
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: 2.980666666666667
Best-param: {'param1': 1100}
Optimization Iteration: 26
Running with params: {'param1': 200}
Optimization Iteration: 27
Running with params: {'param1': 200}
Optimization Iteration: 28
Running with params: {'param1': 2800}
Higher iteration... returning...
Optimization Iteration: 29
Running with params: {'param1': 1300}
Higher iteration... returning...
Optimization Iteration: 30
Running with params: {'param1': 2600}
Higher iteration... returning...
Optimization Iteration: 31
Running with params: {'param1': 700}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_700
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.03, Max: 3.08, Min: 2.86
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: 2.980666666666667
Best-param: {'param1': 1100}
Optimization Iteration: 32
Running with params: {'param1': 300}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_300
Launching 30 jobs, 30 in parallel
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Timings: Avg: 2.874000000000001, Max: 2.92, Min: 2.75
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: 2.980666666666667
Best-param: {'param1': 1100}
Optimization Iteration: 33
Running with params: {'param1': 1200}
Higher iteration... returning...
Optimization Iteration: 34
Running with params: {'param1': 6100}
Higher iteration... returning...
Optimization Iteration: 35
Running with params: {'param1': 800}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_gensim/wd/borntobeflaky/tool/logs/optim_1597729945_gensim/run_1597730831/assert_45751423_800
Launching 30 jobs, 30 in parallel
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Timings: Avg: 3.0636666666666668, Max: 3.1100000000000003, Min: 2.91
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: 2.980666666666667
Best-param: {'param1': 1100}
Optimization Iteration: 36
Running with params: {'param1': 300}
Optimization Iteration: 37
Running with params: {'param1': 2200}
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Running with params: {'param1': 9500}
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Optimization Iteration: 39
Running with params: {'param1': 1200}
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Optimization Iteration: 40
Running with params: {'param1': 500}
Optimization Iteration: 41
Running with params: {'param1': 5600}
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Optimization Iteration: 42
Running with params: {'param1': 3400}
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Optimization Iteration: 43
Running with params: {'param1': 300}
Optimization Iteration: 44
Running with params: {'param1': 1400}
Optimization Iteration: 45
Running with params: {'param1': 2100}
Higher iteration... returning...
Optimization Iteration: 46
Running with params: {'param1': 800}
Optimization Iteration: 47
Running with params: {'param1': 500}
Optimization Iteration: 48
Running with params: {'param1': 1800}
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Optimization Iteration: 49
Running with params: {'param1': 4900}
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Optimization Iteration: 50
Running with params: {'param1': 7600}
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Upto iteration 50: {'param1': 1100.0}
Optimization Iteration: 51
Running with params: {'param1': 1000}
Optimization Iteration: 52
Running with params: {'param1': 400}
Optimization Iteration: 53
Running with params: {'param1': 3300}
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Running with params: {'param1': 600}
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Running with params: {'param1': 2400}
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Running with params: {'param1': 1600}
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Running with params: {'param1': 200}
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Running with params: {'param1': 100}
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Running with params: {'param1': 800}
Optimization Iteration: 60
Running with params: {'param1': 3400}
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Optimization Iteration: 61
Running with params: {'param1': 1100}
Optimization Iteration: 62
Running with params: {'param1': 1100}
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Running with params: {'param1': 700}
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Running with params: {'param1': 500}
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Running with params: {'param1': 200}
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Running with params: {'param1': 1200}
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Running with params: {'param1': 400}
Optimization Iteration: 68
Running with params: {'param1': 600}
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Running with params: {'param1': 1000}
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Running with params: {'param1': 1700}
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Running with params: {'param1': 1100}
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Running with params: {'param1': 900}
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Running with params: {'param1': 1500}
Optimization Iteration: 74
Running with params: {'param1': 400}
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Running with params: {'param1': 300}
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Running with params: {'param1': 700}
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Running with params: {'param1': 3000}
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Running with params: {'param1': 1100}
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Running with params: {'param1': 2000}
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Running with params: {'param1': 4200}
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Running with params: {'param1': 2600}
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Running with params: {'param1': 1400}
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Running with params: {'param1': 2300}
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Running with params: {'param1': 900}
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Running with params: {'param1': 1800}
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Running with params: {'param1': 600}
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Running with params: {'param1': 4800}
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Running with params: {'param1': 100}
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Running with params: {'param1': 500}
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Running with params: {'param1': 800}
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Running with params: {'param1': 1300}
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Running with params: {'param1': 300}
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Running with params: {'param1': 3700}
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Running with params: {'param1': 900}
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Running with params: {'param1': 700}
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Running with params: {'param1': 8500}
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Optimization Iteration: 97
Running with params: {'param1': 1100}
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Running with params: {'param1': 400}
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Running with params: {'param1': 3000}
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Upto iteration 100: {'param1': 1100.0}
Breaking...
{'param1': 1100.0}
Best score: 2.980666666666667
Repeated params: 46
Trials: 101
Best param {'param1': 1100.0}
Reduction: 77.89424241675113%
Speedup: 4.523708342652649x
Optimizer time: 59.814640045166016
