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