def test_single_input(self):
coarse_dropout = CoarseDropout(inputs='x', outputs='x')
output = coarse_dropout.forward(data=self.single_input, state={})
with self.subTest('Check output type'):
self.assertEqual(type(output), list)
with self.subTest('Check output image shape'):
self.assertEqual(output[0].shape, self.single_output_shape)
def test_multi_input(self):
coarse_dropout = CoarseDropout(inputs='x', outputs='x')
output = coarse_dropout.forward(data=self.multi_input, state={})
with self.subTest('Check output type'):
self.assertEqual(type(output), list)
with self.subTest('Check output list length'):
self.assertEqual(len(output), 2)
for img_output in output:
with self.subTest('Check output mask shape'):
self.assertEqual(img_output.shape, self.multi_output_shape)