bce6052bd84a421a44bc590b1eda23923f63b951,test/examples/multitask_gp_regression_test.py,,test_multitask_gp_mean_abs_error,#,41

Before Change



    assert(mean_abs_error_task_1.data.squeeze()[0] < 0.05)

    test_preds_task_2 = gp_model(test_x, y2_inds_test).mean()
    mean_abs_error_task_2 = torch.mean(torch.abs(test_y2 - test_preds_task_2))

    assert(mean_abs_error_task_2.data.squeeze()[0] < 0.05)

After Change



    assert(mean_abs_error_task_1.data.squeeze()[0] < 0.05)

    test_preds_task_2 = likelihood(gp_model(test_x, y2_inds_test)).mean()
    mean_abs_error_task_2 = torch.mean(torch.abs(test_y2 - test_preds_task_2))

    assert(mean_abs_error_task_2.data.squeeze()[0] < 0.05)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 9

Non-data size: 3

Instances


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/multitask_gp_regression_test.py
Class Name:
Method Name: test_multitask_gp_mean_abs_error


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/kissgp_additive_regression_test.py
Class Name:
Method Name: test_kissgp_gp_mean_abs_error


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/simple_gp_regression_test.py
Class Name:
Method Name: test_posterior_latent_gp_and_likelihood_without_optimization


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/kissgp_gp_regression_test.py
Class Name:
Method Name: test_kissgp_gp_mean_abs_error_cuda


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/kissgp_gp_regression_test.py
Class Name:
Method Name: test_kissgp_gp_mean_abs_error


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/simple_gp_regression_test.py
Class Name:
Method Name: test_posterior_latent_gp_and_likelihood_with_optimization_cuda


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/spectral_mixture_gp_regression_test.py
Class Name:
Method Name: test_spectral_mixture_gp_mean_abs_error


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/simple_gp_regression_test.py
Class Name:
Method Name: test_posterior_latent_gp_and_likelihood_with_optimization


Project Name: cornellius-gp/gpytorch
Commit Name: bce6052bd84a421a44bc590b1eda23923f63b951
Time: 2018-01-24
Author: gpleiss@gmail.com
File Name: test/examples/kissgp_kronecker_product_regression_test.py
Class Name:
Method Name: test_kissgp_gp_mean_abs_error