Repo: pymc-learn
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/pymc-learn/pmlearn/gaussian_process/tests/test_gpr.py
ClassName: TestSparseGaussianProcessRegressorPredict
Testname: test_predict_returns_predictions
Params: n,338,48,ParamType.ITER,25000
Assertion: npt.assert_equal(self.y_test.shape, preds.shape)
Original runtime: 67.544
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'n': 25000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_25000
Launching 30 jobs, 15 in parallel
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Timings: Avg: 76.08066666666667, Max: 100.19, Min: 51.339999999999996
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 76.08066666666667, Max: 100.19, Min: 51.339999999999996
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Something failed
Optimization Iteration: 2
Running with params: {'n': 14000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_14000
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Timings: Avg: 76.941, Max: 112.86, Min: 67.09
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 76.941, Max: 112.86, Min: 67.09
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 3
Running with params: {'n': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_500
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Timings: Avg: 74.68266666666668, Max: 98.47, Min: 65.52
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 74.68266666666668, Max: 98.47, Min: 65.52
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 4
Running with params: {'n': 6600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_6600
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Timings: Avg: 74.581, Max: 99.49, Min: 66.60000000000001
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 74.581, Max: 99.49, Min: 66.60000000000001
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 5
Running with params: {'n': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_200
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Timings: Avg: 73.176, Max: 90.63, Min: 42.37
Passed tests : 29
Failed tests : 1
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 73.176, Max: 90.63, Min: 42.37
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Exceeding max probability of failure: 1.0
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Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 6
Running with params: {'n': 1900}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_1900
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Timings: Avg: 79.12133333333335, Max: 100.9, Min: 66.5
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 79.12133333333335, Max: 100.9, Min: 66.5
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 7
Running with params: {'n': 1300}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_1300
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Timings: Avg: 72.90266666666666, Max: 84.30999999999999, Min: 68.05
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 72.90266666666666, Max: 84.30999999999999, Min: 68.05
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 8
Running with params: {'n': 1600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_1600
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Timings: Avg: 77.61833333333334, Max: 94.14, Min: 66.89999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 77.61833333333334, Max: 94.14, Min: 66.89999999999999
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 9
Running with params: {'n': 4600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_4600
Launching 30 jobs, 15 in parallel
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Timings: Avg: 78.40566666666668, Max: 104.91000000000001, Min: 67.57
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 78.40566666666668, Max: 104.91000000000001, Min: 67.57
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Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 10
Running with params: {'n': 600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_600
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Timings: Avg: 78.44900000000001, Max: 104.59, Min: 67.89999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 78.44900000000001, Max: 104.59, Min: 67.89999999999999
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 11
Running with params: {'n': 200}
Optimization Iteration: 12
Running with params: {'n': 14400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_14400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 78.70199999999998, Max: 105.99, Min: 68.86
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 78.70199999999998, Max: 105.99, Min: 68.86
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 13
Running with params: {'n': 100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_100
Launching 30 jobs, 15 in parallel
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Timings: Avg: 78.65466666666666, Max: 116.75, Min: 67.82
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 78.65466666666666, Max: 116.75, Min: 67.82
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 14
Running with params: {'n': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_400
Launching 30 jobs, 15 in parallel
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Timings: Avg: 81.59066666666666, Max: 115.67999999999999, Min: 69.72
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 81.59066666666666, Max: 115.67999999999999, Min: 69.72
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 15
Running with params: {'n': 8000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_8000
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Timings: Avg: 81.26733333333333, Max: 102.50999999999999, Min: 69.42
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
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Overall-timings: Avg: 81.26733333333333, Max: 102.50999999999999, Min: 69.42
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 16
Running with params: {'n': 600}
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Running with params: {'n': 200}
Optimization Iteration: 18
Running with params: {'n': 800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_800
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Timings: Avg: 76.96866666666666, Max: 97.10000000000001, Min: 69.14999999999999
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 76.96866666666666, Max: 97.10000000000001, Min: 69.14999999999999
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 19
Running with params: {'n': 1100}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597760059_pymc-learn/run_1597788558/assert_17008774_1100
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Timings: Avg: 80.60166666666667, Max: 110.52, Min: 69.04
Passed tests : 30
Failed tests : 0
Converged: True
Convergence score: 0.0
Evaluating 0 values out of 30
Overall-timings: Avg: 80.60166666666667, Max: 110.52, Min: 69.04
No Samples!!
Exceeding max probability of failure: 1.0
All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
Exception>>>
Traceback (most recent call last):
  File "optimizer.py", line 65, in run_optimizer
    result, trialsobj = bayesopt.sample()
  File "/home/jselvam2/projects/research/borntobeflaky/tool/src/strategy/bayesopt.py", line 143, in sample
    verbose=True, timeout=6000)
  File "/home/jselvam2/anaconda3/lib/python3.7/site-packages/hyperopt/fmin.py", line 482, in fmin
    show_progressbar=show_progressbar,
  File "/home/jselvam2/anaconda3/lib/python3.7/site-packages/hyperopt/base.py", line 686, in fmin
    show_progressbar=show_progressbar,
  File "/home/jselvam2/anaconda3/lib/python3.7/site-packages/hyperopt/fmin.py", line 516, in fmin
    return trials.argmin
  File "/home/jselvam2/anaconda3/lib/python3.7/site-packages/hyperopt/base.py", line 622, in argmin
    best_trial = self.best_trial
  File "/home/jselvam2/anaconda3/lib/python3.7/site-packages/hyperopt/base.py", line 613, in best_trial
    raise AllTrialsFailed
hyperopt.exceptions.AllTrialsFailed

Optimizer time: 6682.237677574158
