R/backend.R

k_spatial_3d_padding

Pads 5D tensor with zeros along the depth, height, width dimensions.

Description

Pads these dimensions with respectively padding[[1]], padding[[2]], and padding[[3]] zeros left and right. For ‘channels_last’ data_format, the 2nd, 3rd and 4th dimension will be padded. For ‘channels_first’ data_format, the 3rd, 4th and 5th dimension will be padded.

Usage

 
k_spatial_3d_padding( 
  x, 
  padding = list(list(1, 1), list(1, 1), list(1, 1)), 
  data_format = NULL 
) 

Arguments

Arguments Description
x Tensor or variable.
padding List of 3 lists, padding pattern.
data_format string, "channels_last" or "channels_first".

Section

Keras Backend

This function is part of a set of Keras backend functions that enable lower level access to the core operations of the backend tensor engine (e.g. TensorFlow, CNTK, Theano, etc.). You can see a list of all available backend functions here: https://keras.rstudio.com/articles/backend.html#backend-functions.

Value

A padded 5D tensor.