Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

ClipByValue

public final class ClipByValue

Clips tensor values to a specified min and max.

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`.

Public Methods

Output <T>
asOutput ()
Returns the symbolic handle of a tensor.
static <T> ClipByValue <T>
create ( Scope scope, Operand <T> t, Operand <T> clipValueMin, Operand <T> clipValueMax)
Factory method to create a class wrapping a new ClipByValue operation.
Output <T>
output ()
A clipped `Tensor` with the same shape as input 't'.

Inherited Methods

Public Methods

public Output <T> asOutput ()

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static ClipByValue <T> create ( Scope scope, Operand <T> t, Operand <T> clipValueMin, Operand <T> clipValueMax)

Factory method to create a class wrapping a new ClipByValue operation.

Parameters
scope current scope
t A `Tensor`.
clipValueMin A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape as `t`. The minimum value to clip by.
clipValueMax A 0-D (scalar) `Tensor`, or a `Tensor` with the same shape as `t`. The maximum value to clip by.
Returns
  • a new instance of ClipByValue

public Output <T> output ()

A clipped `Tensor` with the same shape as input 't'.