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Showing posts with the label Lstm

How To Fix 'input And Hidden Tensors Are Not At The Same Device' In Pytorch

When I want to put the model on the GPU, I get the following error: 'RuntimeError: Input and h… Read more How To Fix 'input And Hidden Tensors Are Not At The Same Device' In Pytorch

Tensorflow Raw_rnn Retrieve Tensor Of Shape Batch X Dim From Embedding Matrix

I am implementing encoder-decoder lstm, where I have to do custom computation at each step of the e… Read more Tensorflow Raw_rnn Retrieve Tensor Of Shape Batch X Dim From Embedding Matrix

Lstm-cnn To Classify Sequences Of Images

I got an assignment and stuck with it while going down the rabbit hole of learning PyTorch, LSTM an… Read more Lstm-cnn To Classify Sequences Of Images

Does Applying A Dropout Layer After The Embedding Layer Have The Same Effect As Applying The Dropout Through The Lstm Dropout Parameter?

I am slightly confused on the different ways to apply dropout to my Sequential model in Keras. My m… Read more Does Applying A Dropout Layer After The Embedding Layer Have The Same Effect As Applying The Dropout Through The Lstm Dropout Parameter?

How Can I Grid Search Different Values For My Keras Model In Python?

I've implemented a LSTM in keras. In that I am using the following three values: embedding_siz… Read more How Can I Grid Search Different Values For My Keras Model In Python?

Lstm Network On Pre Trained Word Embedding Gensim

I am new to deep learning. I am trying to make very basic LSTM network on word embedding feature. I… Read more Lstm Network On Pre Trained Word Embedding Gensim

How To Modify The Seq2seq Cost Function For Padded Vectors?

Tensorflow supports dynamic length sequence by use of the parameter: 'sequence_length' whil… Read more How To Modify The Seq2seq Cost Function For Padded Vectors?

Keras Lstm Multiple Errors From Trying To Create Model Architecture

This is a duplicate Question that i posted earlier today, in the other question i was using an old … Read more Keras Lstm Multiple Errors From Trying To Create Model Architecture