Let's say I have an LSTM layer in Keras like this:
x = Input(shape=(input_shape), dtype='int32')
x = LSTM(128,return_sequences=True)(x)
Now I am trying to add Dropout to this layer using:
X = Dropout(0.5)
but this gives error, which I am assuming the above line is redefining X instead of adding Dropout to it. How to fix this?
Just add x = Dropout(0.5)(x) like this:
x = Input(shape=(input_shape), dtype='int32')
x = LSTM(128,return_sequences=True)(x)
x = Dropout(0.5)(x)