Repo: autokeras
Filename: /mnt/batch/tasks/workitems/opt1/job-1/Task_autokeras/wd/borntobeflaky/projects/autokeras/tests/integration_tests/task_api_test.py
ClassName: none
Testname: test_structured_data_from_numpy_classifier
Params: num_epochs,72,37,ParamType.CHAINS,2
Assertion: assert clf.predict(x_test).shape == (len(y_test), 3)
Original runtime: 14.484
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'num_epochs': 2}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_autokeras/wd/borntobeflaky/tool/logs/optim_1597614558_autokeras/run_1597614774/assert_52885590_2
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.69, Max: 14.94, Min: 14.24
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.69, Max: 14.94, Min: 14.24
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.69
Score: 14.69
Best-score: 14.69
Best-param: {'num_epochs': 2}
>>Setting original runtime to 14.69
Optimization Iteration: 1
Running with params: {'num_epochs': None}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_autokeras/wd/borntobeflaky/tool/logs/optim_1597614558_autokeras/run_1597614774/assert_52885590_None
Launching 30 jobs, 30 in parallel
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Timings: Avg: 16.637333333333334, Max: 16.860000000000003, Min: 16.029999999999998
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: 14.69
Best-param: {'num_epochs': 2}
Optimization Iteration: 2
Running with params: {'num_epochs': 1}
Logdir: /mnt/batch/tasks/workitems/opt1/job-1/Task_autokeras/wd/borntobeflaky/tool/logs/optim_1597614558_autokeras/run_1597614774/assert_52885590_1
Launching 30 jobs, 30 in parallel
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Timings: Avg: 14.571666666666664, Max: 14.72, Min: 14.16
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 30 values out of 30
Overall-timings: Avg: 14.571666666666664, Max: 14.72, Min: 14.16
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 14.571666666666664
Score: 14.571666666666664
Best-score: 14.571666666666664
Best-param: {'num_epochs': 1}
Optimization Iteration: 3
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Breaking...
{'num_epochs': 0}
Best score: 14.571666666666664
Repeated params: 98
Trials: 101
Best param {'num_epochs': 0}
Reduction: 0.805536646244628%
Speedup: 1.0081207823401581x
Optimizer time: 47.494935750961304
