NetMapThreadOperator

NetMapThreadOperator[mapnet] represents a net in which mapnet is mapped over one or more inputs to give one or more outputs.

• NetMapThreadOperator[mapnet, n] represents a net in which mapnet is mapped over its inputs at depth n.
• NetMapThreadOperator[mapnet, <|input1 -> n1, input2 -> n2, ...|>] represents a net in which mapnet is mapped over the input named inputi at depth ni, and all other inputs are replicated.

This operator is useful for applying a neural network across sequences or batches.

Examples

NetMapThreadOperator[LinearLayer[5]]

net = NetMapThreadOperator[LinearLayer[3], 1];
net[RandomReal[1, {4, 10}]]

NetMapThreadOperator[ElementwiseLayer["ReLU"], 2]

*See the official Wolfram Language Reference for more details.