Repo: pyGPGO
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/pyGPGO/tests/test_GPGO.py
ClassName: none
Testname: test_GPGO_sk
Params: max_iter,47,22,ParamType.ITER,10
Assertion: np.testing.assert_allclose(res['x'], 0.75, atol=0.05)
Original runtime: 55.275999999999996
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'max_iter': 10}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598113107/assert_93451224_10
Launching 30 jobs, 10 in parallel
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Timings: Avg: 52.77933333333332, Max: 56.160000000000004, Min: 49.8
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 52.77933333333332, Max: 56.160000000000004, Min: 49.8
Variance (4.81482486096809e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 52.77933333333332
Score: 52.77933333333332
Best-score: 52.77933333333332
Best-param: {'max_iter': 10}
>>Setting original runtime to 52.77933333333332
Optimization Iteration: 1
Running with params: {'max_iter': 1}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598113107/assert_93451224_1
Launching 30 jobs, 10 in parallel
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Timings: Avg: 7.253333333333333, Max: 7.7, Min: 6.95
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: 52.77933333333332
Best-param: {'max_iter': 10}
Optimization Iteration: 2
Running with params: {'max_iter': 2}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598113107/assert_93451224_2
Launching 30 jobs, 10 in parallel
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Timings: Avg: 12.192666666666668, Max: 13.35, Min: 11.530000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 12.192666666666668, Max: 13.35, Min: 11.530000000000001
Variance (1.2037062152420224e-35) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 12.192666666666668
Score: 12.192666666666668
Best-score: 12.192666666666668
Best-param: {'max_iter': 2}
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{'max_iter': 2.0}
Best score: 12.192666666666668
Repeated params: 65
Trials: 101
Best param {'max_iter': 2.0}
Reduction: 76.89878614104005%
Speedup: 4.328776860407894x
Optimizer time: 222.92242789268494
