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This is a list of layers which (potentially) create new (dynamic) sequence lengths (and thus new dimension tags).
ConvLayer
PoolLayer
PadLayer
PrefixInTimeLayer
PostfixInTimeLayer
(Related is the list of layers with special behavior on dynamic spatial axes.)