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.
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| static <T> ClipByValue<T> | |
| Output<T> |
output()
A clipped `Tensor` with the same shape as input 't'.
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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