get_decoding_conv_block

behavenet.models.ae_model_architecture_generator.get_decoding_conv_block(arch)

Build symmetric decoding block of convolutional autoencoder based on encoding block.

Parameters:

arch (dict) – specifies architecture details of encoding block; the decoding block is constructed to be symmetric (replacing conv2d with conv2d_transpose layers, etc.)

Returns:

updated architecture dict fully specifying encoder and decoder hyperparameters

Return type:

dict