nn.relu

   fn relu(tensor: @Tensor<T>) -> Tensor<T>;

Applies the rectified linear unit function element-wise

$$ReLU(x)=(x)^+=max(0,x)$$

Args

• tensor(@Tensor<T>) - The input tensor.

Returns

A Tensor<T> with the same shape as the input tensor.

Examples

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

use orion::operators::tensor::{TensorTrait, Tensor, I32Tensor};
use orion::operators::nn::{NNTrait, I32NN};

fn relu_example() -> Tensor<i32> {
    let tensor = TensorTrait::<i32>::new(
        shape: array![2, 2].span(),
        data: array![1, 2, -1, -2].span(),
    );

    return NNTrait::relu(@tensor);
}
>>> [[1,2],[0,0]]