3 examples of 'torch element wise multiplication' in Python

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19def elemwise_mul(a, b):
20 """
21 a: A theano matrix
22 b: A theano matrix
23 Returns the elementwise product of a and b
24 """
25
26 return a * b
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136def __mul__(self, other):
137 return self._to_operator_sum() * other
111def test_elementwise_mult(self):
112 z1 = torch.tensor([[2, 3, 5], [6, 7, 2]], dtype=torch.double)
113 z2 = torch.tensor([[1, 2, 2], [3, 4, 8]], dtype=torch.double)
114
115 expect = torch.tensor([[-16, -22, -6], [12, 26, 44]], dtype=torch.double)
116
117 self.assertTensorsEqual(
118 cplx.elementwise_mult(z1, z2),
119 expect,
120 msg="Elementwise multiplication failed!",
121 )

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