test_conv.py 文件源码

def test_shape_Constant_tensor(self):
        """
        Tests convolution where the {image,filter}_shape is a Constant tensor.
        """
        as_t = T.as_tensor_variable
        self.validate(
            (as_t(3), as_t(2), as_t(7), as_t(5)), (5, 2, 2, 3), 'valid')
        self.validate(as_t([3, 2, 7, 5]), (5, 2, 2, 3), 'valid')
        self.validate(as_t((3, 2, 7, 5)), (5, 2, 2, 3), 'valid')
        self.validate(
            (3, 2, 7, 5), (
                as_t(5), as_t(2), as_t(2),
                as_t(3)), 'valid')
        self.validate((3, 2, 7, 5), as_t([5, 2, 2, 3]), 'valid')
        self.validate((3, 2, 7, 5), as_t((5, 2, 2, 3)), 'valid')
        self.validate(as_t([3, 2, 7, 5]), as_t([5, 2, 2, 3]), 'full')