Repo: gpytorch
Filename: /home/jselvam2/projects/research/borntobeflaky/projects/gpytorch/test/examples/test_kissgp_gp_classification.py
ClassName: TestKISSGPClassification
Testname: test_kissgp_classification_error
Params: param1,69,23,ParamType.ITER,200
Assertion: self.assertLess(mean_abs_error.squeeze().item(), 1e-5)
Original runtime: 1.864
Optimization Iteration: 1
Running with params: {'param1': 170}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1596573575_gpytorch/run_1596576676/assert_15811209_170
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Timings: Avg: 1.6083333333333338, Max: 1.97, Min: 0.27
Passed tests : 24
Failed tests : 6
Converged: True
Convergence score: 0.0
Evaluating 24 values out of 30
Overall-timings: Avg: 1.6083333333333338, Max: 1.97, Min: 0.27
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.6083333333333338
Score: 1.6083333333333338
Best-score: 1.6083333333333338
Best-param: {'param1': 170}
Optimization Iteration: 2
Running with params: {'param1': 120}
Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1596573575_gpytorch/run_1596576676/assert_15811209_120
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Timings: Avg: 1.3766666666666671, Max: 1.71, Min: 0.26
Passed tests : 24
Failed tests : 6
Converged: True
Convergence score: 0.0
Evaluating 24 values out of 30
Overall-timings: Avg: 1.3766666666666671, Max: 1.71, Min: 0.26
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.3766666666666671
Score: 1.3766666666666671
Best-score: 1.3766666666666671
Best-param: {'param1': 120}
Optimization Iteration: 3
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Logdir: /home/jselvam2/projects/research/borntobeflaky/tool/logs/optim_1596573575_gpytorch/run_1596576676/assert_15811209_100
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Timings: Avg: 1.284, Max: 1.58, Min: 0.26
Passed tests : 24
Failed tests : 6
Converged: True
Convergence score: 0.0
Evaluating 24 values out of 30
Overall-timings: Avg: 1.284, Max: 1.58, Min: 0.26
Variance (0.0) too small, using delta distribution
Probability of fail : 0.0
All-Passed: True
Probabilty of failure: 0.0
Runtime: 1.284
Score: 1.284
Best-score: 1.284
Best-param: {'param1': 100}
Optimization Iteration: 5
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Best score: 1.284
Repeated params: 42
Trials: 101
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Reduction: 31.115879828326182%
Optimizer time: 16.70565438270569
