Repo: pyGPGO
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/pyGPGO/tests/test_GPGO.py
ClassName: none
Testname: test_GPGO_mcmc
Params: max_iter,35,22,ParamType.ITER,10
Assertion: np.testing.assert_allclose(res['x'], 0.7, atol=0.1)
Original runtime: 207.132
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'max_iter': 10}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598111775/assert_35201949_10
Launching 30 jobs, 10 in parallel
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Not found ::: 
Timings: Avg: 206.56133333333335, Max: 224.29999999999998, Min: 199.03
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
updating...
Evaluating 29 values out of 30
Overall-timings: Avg: 206.56133333333335, Max: 224.29999999999998, Min: 199.03
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 206.56133333333335
Score: 206.56133333333335
Best-score: 206.56133333333335
Best-param: {'max_iter': 10}
>>Setting original runtime to 206.56133333333335
Optimization Iteration: 1
Running with params: {'max_iter': 3}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598111775/assert_35201949_3
Launching 30 jobs, 10 in parallel
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Timings: Avg: 76.11366666666666, Max: 108.07, Min: 70.39
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 76.11366666666666, Max: 108.07, Min: 70.39
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 76.11366666666666
Score: 76.11366666666666
Best-score: 76.11366666666666
Best-param: {'max_iter': 3}
Optimization Iteration: 2
Running with params: {'max_iter': 4}
Higher iteration... returning...
Optimization Iteration: 3
Running with params: {'max_iter': 1}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1598111467_pyGPGO/run_1598111775/assert_35201949_1
Launching 30 jobs, 10 in parallel
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Timings: Avg: 39.821, Max: 52.900000000000006, Min: 36.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
updating...
Evaluating 30 values out of 30
Overall-timings: Avg: 39.821, Max: 52.900000000000006, Min: 36.82
Variance (7.703719777548943e-34) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 39.821
Score: 39.821
Best-score: 39.821
Best-param: {'max_iter': 1}
Optimization Iteration: 4
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{'max_iter': 1.0}
Best score: 39.821
Repeated params: 59
Trials: 101
Best param {'max_iter': 1.0}
Reduction: 80.72194860606375%
Speedup: 5.1872462603483935x
Optimizer time: 1275.9708817005157
