Repo: pymc-learn
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/pymc-learn/pmlearn/gaussian_process/tests/test_gpr.py
ClassName: TestStudentsTProcessRegressorFit
Testname: test_advi_fit_returns_correct_model
Params: n,190,48,ParamType.ITER,25000
Assertion: npt.assert_equal(self.num_pred, self.advi_stpr.num_pred)
Original runtime: 6266.248
>>Getting original runtime
Optimization Iteration: 1
Running with params: {'n': 25000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_25000
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Timings: Avg: 227.30866666666665, Max: 300.59, Min: 168.32999999999998
Passed tests : 0
Failed tests : 30
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All-Passed: False
Probabilty of failure: 1.0
Runtime: 10000.0
Score: 3.4028234663852886e+38
Best-score: 3.4028234663852886e+38
Best-param: None
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Optimization Iteration: 2
Running with params: {'n': 2400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_2400
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Timings: Avg: 220.578, Max: 291.83000000000004, Min: 164.45999999999998
Passed tests : 0
Failed tests : 30
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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': 2000}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_2000
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Timings: Avg: 228.12866666666667, Max: 300.56, Min: 171.41
Passed tests : 0
Failed tests : 30
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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': 400}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_400
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Timings: Avg: 225.85166666666666, Max: 300.62, Min: 174.88
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: 3.4028234663852886e+38
Best-param: None
Optimization Iteration: 5
Running with params: {'n': 1800}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_1800
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Timings: Avg: 222.95733333333337, Max: 300.63, Min: 167.76
Passed tests : 0
Failed tests : 30
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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: 6
Running with params: {'n': 8600}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_8600
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Timings: Avg: 227.37833333333336, Max: 300.63, Min: 162.16
Passed tests : 0
Failed tests : 30
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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': 500}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_500
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Timings: Avg: 222.01733333333334, Max: 291.66999999999996, Min: 163.95
Passed tests : 0
Failed tests : 30
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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': 200}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1597930857_pymc-learn/run_1597930857/assert_88200977_200
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Timings: Avg: 222.15633333333338, Max: 275.97, Min: 164.06
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: 3.4028234663852886e+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 159, 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: 7220.12975692749
