openvino.runtime.opset4.clamp#
- openvino.runtime.opset4.clamp(data: Node | int | float | ndarray, min_value: int | float, max_value: int | float, name: str | None = None) Node #
Perform clamp element-wise on data from input node.
- Parameters:
data – Input tensor. One of: input node, array or scalar.
min_value – The lower bound of the <min_value;max_value> range. Scalar value.
max_value – The upper bound of the <min_value;max_value> range. Scalar value.
name – Optional output node name.
- Returns:
The new node performing a clamp operation on its input data element-wise.
Performs a clipping operation on an input value between a pair of boundary values.
For each element in data, if the element’s value is lower than min_value, it will be replaced with min_value. If the value is higher than max_value, it will be replaced by max_value. Intermediate values of data are returned without change.
Clamp uses the following logic:
if data < min_value: data=min_value elif data > max_value: data=max_value