oops, don't assign self
@@ -317,8 +317,8 @@ class Tensor:
return y.div((y*y).mean(axis=axis, keepdim=True).add(eps).sqrt())
def batchnorm(self, weight:Tensor, bias:Tensor, mean:Tensor, invstd:Tensor):
- self = (self - mean.reshape(shape=[1, -1, 1, 1])) * weight.reshape(shape=[1, -1, 1, 1])
- return self.mul(invstd.reshape(shape=[1, -1, 1, 1])) + bias.reshape(shape=[1, -1, 1, 1])
+ x = (self - mean.reshape(shape=[1, -1, 1, 1])) * weight.reshape(shape=[1, -1, 1, 1])
+ return x.mul(invstd.reshape(shape=[1, -1, 1, 1])) + bias.reshape(shape=[1, -1, 1, 1])
# An instantiation of the Function is the Context
class Function:
