tensorflow:: ops:: ClipByValue

#include <math_ops.h>

Clips tensor values to a specified min and max.

Summary

Given a tensor t , this operation returns a tensor of the same type and shape as t with its values clipped to clip_value_min and clip_value_max . Any values less than clip_value_min are set to clip_value_min . Any values greater than clip_value_max are set to clip_value_max .

Args:

  • scope: A Scope object
  • t: A Tensor .
  • clip_value_min: A 0-D (scalar) Tensor , or a Tensor with the same shape as t . The minimum value to clip by.
  • clip_value_max: A 0-D (scalar) Tensor , or a Tensor with the same shape as t . The maximum value to clip by.

Returns:

Constructors and Destructors

ClipByValue (const :: tensorflow::Scope & scope, :: tensorflow::Input t, :: tensorflow::Input clip_value_min, :: tensorflow::Input clip_value_max)

Public attributes

operation
output

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public attributes

operation 

Operation operation

output 

::tensorflow::Output output

Public functions

ClipByValue 

 ClipByValue(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input t,
  ::tensorflow::Input clip_value_min,
  ::tensorflow::Input clip_value_max
)

node 

::tensorflow::Node * node() const

operator::tensorflow::Input 

 operator::tensorflow::Input() const

operator::tensorflow::Output 

 operator::tensorflow::Output() const