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DenseResBlock

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

Interface to 'fastai'

v2.0.7
Apache License 2.0
Authors
Turgut Abdullayev [ctb, cre, cph, aut]
Initial release

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