get_encoding_conv_block

behavenet.models.ae_model_architecture_generator.get_encoding_conv_block(arch, opts)

Build encoding block of convolutional autoencoder.

Parameters

• arch (dict) – specifies basic architecture details used throughout encoder such as padding type (‘same’ vs ‘valid’), presence of max pooling layers, etc.

• opts (dict) – specifies hyperparameter options and ranges (e.g. possible kernel sizes, strides, channels)

Returns

updated architecture dict fully specifying encoder hyperparameters

Return type

dict