Reference

Arcades

Module `network`

A module to build neural network from a description.

An example of description can be found in this file: Inference.lua

Info:

ConvolutionDescription
Description of a convolutionnal layer.
Fields:
- integer n_filters
  Number of filters to use
- DimenTable field_size
  Size of the receptive field
- DimenTable stride
  Size of the strides
- DimenTable zero_padding
  Size of the paddings
DimenTable
Description of a 2D dimension.
Fields:
- integer width
- integer height
NetworkDescription
Description of a neural networks.
Fields:
- table input_size
  Size of the input Tensor {d, w, h}
- {ConvolutionDescription,...} conv_layers
  List of convolution layers
- {number,...} fc_layers
  List of width of nn.Linear fully connected layers
- string nl_layer
  Name of the transfert function to use
- table output_size
  Size of the output Tensor {w, h}