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The following code generates an exception but instead of showing the result of the operand subexpressions, it shows all bits of it:
importtorchimporttsensorn=200# number of instancesd=764# number of instance featuresnhidden=256Whh=torch.eye(nhidden, nhidden) # Identity matrixUxh=torch.randn(nhidden, d)
bh=torch.zeros(nhidden, 1)
h=torch.randn(nhidden, 1) # fake previous hidden state h# r = torch.randn(nhidden, 1) # fake this computationr=torch.randn(nhidden, 3) # fake this computationX=torch.rand(n,d) # fake input# Following code raises an exceptionwithtsensor.clarify():
h=torch.tanh(Whh @ (r*h) +Uxh @ X.T+bh) # state vector update equation
The text was updated successfully, but these errors were encountered:
The following code generates an exception but instead of showing the result of the operand subexpressions, it shows all bits of it:
The text was updated successfully, but these errors were encountered: