# How to interpret this Plot of Model Loss from a BiLSTM model?

Hi everyone,

the above graph is produced by a BiLSTM model i just trained and tested. I can't seem to interpret it while it is very different from the references that i acquired by googling online. The graph above has a plateau appearing at the very beginning of the value loss. Shall I set my epochs to smaller than 20?

My model is like this:

prepared_model = model.fit(X_train,y_train,batch_size=32,epochs=100,validation_data=(X_test,y_test), shuffle=False)


and how do you interpret it? thank you guys.