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Reduce regularization in GPU gblinear test. (#8010)

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Jiaming Yuan 2022-06-20 23:55:12 +08:00 committed by GitHub
parent e58e417603
commit d285d6ba2a
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1 changed files with 7 additions and 3 deletions
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10
tests/python-gpu/test_gpu_linear.py
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@ -42,9 +42,13 @@ class TestGPULinear:
# Loss is not guaranteed to always decrease because of regularisation parameters # Loss is not guaranteed to always decrease because of regularisation parameters
# We test a weaker condition that the loss has not increased between the first and last # We test a weaker condition that the loss has not increased between the first and last
# iteration # iteration
@given(parameter_strategy, strategies.integers(10, 50), @given(
tm.dataset_strategy, strategies.floats(1e-5, 1.0), parameter_strategy,
strategies.floats(1e-5, 1.0)) strategies.integers(10, 50),
tm.dataset_strategy,
strategies.floats(1e-5, 0.8),
strategies.floats(1e-5, 0.8)
)
@settings(deadline=None, print_blob=True) @settings(deadline=None, print_blob=True)
def test_gpu_coordinate_regularised(self, param, num_rounds, dataset, alpha, lambd): def test_gpu_coordinate_regularised(self, param, num_rounds, dataset, alpha, lambd):
assume(len(dataset.y) > 0) assume(len(dataset.y) > 0)