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softplus_forward

Function softplus_forward 

Source
pub fn softplus_forward<T: Triton, D: Float, const BLOCK_SIZE: i32>(
    x_ptr: T::Pointer<D>,
    y_ptr: T::Pointer<D>,
    n_elements: i32,
    beta: f32,
    threshold: f32,
)
where T::I32Tensor: Tensor<i32, 1> + Comparison<i32, BoolTensor = T::BoolTensor>, T::Pointer<D>: AddOffsets<i32, 1, T::I32Tensor, Output = T::Tensor<T::Pointer<D>>>,
Expand description

Forward: y = (1/beta) * log(1 + exp(betax)) For betax > threshold: y ≈ x (numerically safe pass-through)