R/backend.R

k_stop_gradient

Returns variables but with zero gradient w.r.t. every other variable.

Description

Returns variables but with zero gradient w.r.t. every other variable.

Usage

 
k_stop_gradient(variables) 

Arguments

Arguments Description
variables tensor or list of tensors to consider constant with respect to any other variable.

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 single tensor or a list of tensors (depending on the passed argument) that has constant gradient with respect to any other variable.