ResNet(channel_config, block_config, shortcut_config; block, nclasses = 1000)

Create a ResNet model (reference). See also resnet.

Arguments

• channel_config: the growth rate of the output feature maps within a residual block
• block_config: a list of the number of residual blocks at each stage
• shortcut_config: the type of shortcut style (either :A, :B, or :C)
• block: a function with input (inplanes, outplanes, downsample=false) that returns a new residual block (see Metalhead.basicblock and Metalhead.bottleneck)
• nclasses: the number of output classes