Keras: Saving and restoring memory state
Is it possible to save memory state in LSTM and restore its value to the model when it is needed?
mininaNik
All 2 comments
Yes. The states attribute in a recurrent layer is a list of states, you can call K.set_value(lstm.states[i], val) or K.get_value(lstm.states[i]) on them.
fchollet
on 12 Mar 2016
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wow this took me only a week to find out lol. but that's great.
zuoanqh
on 27 Jul 2017
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Most helpful comment
Yes. The
statesattribute in a recurrent layer is a list of states, you can callK.set_value(lstm.states[i], val)orK.get_value(lstm.states[i])on them.