Hi, I am trying to do sentence classification 0/1 with LSTM. However, my model is stuck and giving same accuracy even when loss is decreasing. Please find out the error in my code. Attaching my colab file https://colab.research.google.com/drive/1G-7Upf-JfNYjdboCsmaGDHimw2hsWCwb#scrollTo=31rvLry2SU-K
Your Loss value’s are not changing means your backward pass might not be working fine and the weights are not getting updated properly.
Try looking at parameter values for each epoch.