tensor.clip

   fn clip(self: @Tensor<T>, min: T, max: T) -> Tensor<T>;

Clip operator limits the given input within an interval.

Args

• self(@Tensor<T>) - Input tensor whose elements to be clipped.

• min(Option<T>) - Minimum value, under which element is replaced by min.

• max(Option<T>) - Maximum value, above which element is replaced by max.

Returns

Output Tensor<T> with clipped input elements.

Example

use core::array::{ArrayTrait, SpanTrait};

use orion::operators::tensor::{TensorTrait, Tensor, U32Tensor};

fn clip_example() -> Tensor<u32> {
    let tensor = TensorTrait::<u32>::new(
        shape: array![2, 3].span(), 
        data: array![[ 1, 2, 3],[4, 5, 6]].span(), 
    );

    return tensor.clip(
        min: Option::None(()), 
        max: Option::Some(3),
    );
}
>>> [[1. 2. 3.]
     [3. 3. 3.]]