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updated mapping test to pass gradient checks

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msbauer 2017-10-12 11:56:20 +02:00 • committed by GitHub
parent 42627f4030
commit ef14c7a7eb
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GPy/testing/mapping_tests.py
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@ -46,7 +46,7 @@ class MappingTests(unittest.TestCase):
def test_mlpextmapping(self): def test_mlpextmapping(self):
for activation in ['tanh', 'relu', 'sigmoid']: for activation in ['tanh', 'relu', 'sigmoid']:
mapping = GPy.mappings.MLPext(input_dim=3, hidden_dims=[5,5,5], output_dim=2, activation=activation) mapping = GPy.mappings.MLPext(input_dim=3, hidden_dims=[5,5], output_dim=2, activation=activation)
X = np.random.randn(100,3) X = np.random.randn(100,3)
self.assertTrue(MappingGradChecker(mapping, X).checkgrad()) self.assertTrue(MappingGradChecker(mapping, X).checkgrad())