Is LSTM Stateful between Inner Batches

[Pytorch-Noob]

The solution is below (click on post link). The answer to your questions in “Yes it is stateful b/w batches“.

Confusion regarding PyTorch LSTMs compared to Keras stateful LSTM

@amitp-ai Thank you for the information. I made a basic network trying to do what you propose for a LSTM stateful in pytorch. Could you tell me if this is what keras does?? import torch # Custom Dataset class TensorDataset(torch.utils.data.Dataset): def __init__(self, TensorX,TensorY): self.TensorX = TensorX self.TensorY = TensorY def __len__(self): return self.TensorX.shape[0] def __getitem__(self,idx): return (self.TensorX[idx],self.TensorY[idx]) …