R/backend.R

k_sparse_categorical_crossentropy

Categorical crossentropy with integer targets.

Description

Categorical crossentropy with integer targets.

Usage

 
k_sparse_categorical_crossentropy( 
  target, 
  output, 
  from_logits = FALSE, 
  axis = -1 
) 

Arguments

Arguments Description
target An integer tensor.
output A tensor resulting from a softmax (unless from_logits is TRUE, in which case output is expected to be the logits).
from_logits Boolean, whether output is the result of a softmax, or is a tensor of logits.
axis Axis (axis indexes are 1-based). Pass -1 (the default) to select the last axis.

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

Output tensor.