DenseResBlock: Dense Res Block

In fastai: Interface to 'fastai'

Dense Res Block

Description

Resnet block of 'nf' features. 'conv_kwargs' are passed to 'conv_layer'.

Usage

DenseResBlock(
  nf,
  norm_type = 1,
  ks = 3,
  stride = 1,
  padding = NULL,
  bias = NULL,
  ndim = 2,
  bn_1st = TRUE,
  act_cls = nn()$ReLU,
  transpose = FALSE,
  init = "auto",
  xtra = NULL,
  bias_std = 0.01,
  dilation = 1,
  groups = 1,
  padding_mode = "zeros"
)

Arguments

nf	number of features
norm_type	normalization type
ks	kernel size
stride	stride
padding	padding
bias	bias
ndim	number of dimensions
bn_1st	batch normalization 1st
act_cls	activation
transpose	transpose
init	initizalier
xtra	xtra
bias_std	bias standard deviation
dilation	dilation number
groups	groups number
padding_mode	padding mode

Value

block

fastai documentation built on June 22, 2024, 11:15 a.m.