tensorflow::ops::ClipByValue

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:

• Output: A clipped Tensor with the same shape as input 't'.

Public attributes

Operation operation

::tensorflow::Output output

Public functions

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

::tensorflow::Node * node() const 

 operator::tensorflow::Input() const 

 operator::tensorflow::Output() const