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Basically all layers which define get_rec_initial_extra_outputs.
get_rec_initial_extra_outputs
Most (all) of them only when inside a rec loop, otherwise they behave just as if you would iterate over the time axis.
WindowLayer
CumsumLayer
RecLayer
RnnCellLayer
SelfAttentionLayer
KenLmStateLayer
CumConcatLayer
SubnetworkLayer
BaseChoiceLayer
ChoiceLayer
DecideKeepBeamLayer
EditDistanceTableLayer
MaskedComputationLayer
UnmaskLayer
TwoDLSTMLayer