When does keras reset an LSTM state?

Question

I read all sorts of texts about it, and none seem to answer this very basic question. It\'s always ambiguous:

In a stateful = False LSTM layer, does ker

Answer 1

Everyone seems to be making it too confusing. Keras LSTM resets state after every batch.

Here is a good blog: https://machinelearningmastery.com/understanding-stateful-lstm-recurrent-neural-networks-python-keras/

Read LSTM State Within A Batch and Stateful LSTM for a One-Char to One-Char Mapping topics in this blog. It shows why it must reset it after batch only.