How does activation initialization affect training in neural network
Initialization affect training in neural network
import torch
def init():
x = torch.randn(512)
a = torch.randn(512, 512)
return x,a
x,a = init()
for i in range(100):
x = a @ x
x.std(), x.mean()
(tensor(nan), tensor(nan))
The matr...
nik-hil.hashnode.dev2 min read