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LSTM stands for Long Short-Term Memory. When we use this term most of the time we refer to a recurrent neural network or a block (part) of a bigger network.

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GPU running out of memory for ConvLSTM model in Pytorch

I'm trying to replicate the bidirectional convolutional LSTM proposed in Xiong et al. 2017 to predict crowd count density maps, but I'm running into memory issues during the training. …
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