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A Long Short Term Memory (LSTM) is a neural network architecture that contains recurrent NN blocks that can remember a value for an arbitrary length of time.

2
votes
You have bug in the code. It looks like torch accumulates gradients and before making backpropagation you need to clean them (set to zero) optimizer.zero_grad() # add this line loss.backward() optim …
answered Nov 15 '18 by itdxer
18
votes
Your learning rate could be to big after the 25th epoch. This problem is easy to identify. You just need to set up a smaller value for your learning rate. If the problem related to your learning rate …
answered Apr 8 '16 by itdxer