cubecl-reduce 0.5.0

CubeCL Reduce Algorithms.
Documentation
use core::fmt;

use cubecl_core::ir::Elem;

#[derive(Debug, PartialEq, Eq, Clone, Hash)]
pub enum ReduceError {
    /// Indicate that the hardware / API doesn't support SIMT plane instructions.
    PlanesUnavailable,
    /// When the cube count is bigger than the max supported.
    CubeCountTooLarge,
    /// Indicate that min_plane_dim != max_plane_dim, thus the exact plane_dim is not fixed.
    ImprecisePlaneDim,
    /// Indicate the axis is too large.
    InvalidAxis { axis: usize, rank: usize },
    /// Indicate that the shape of the output tensor is invalid for the given input and axis.
    MismatchShape {
        expected_shape: Vec<usize>,
        output_shape: Vec<usize>,
    },
    /// Indicate that we can't launch a shared sum because the atomic addition is not supported.
    MissingAtomicAdd(Elem),
}

impl fmt::Display for ReduceError {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        match self {
            Self::PlanesUnavailable => write!(
                f,
                "Trying to launch a kernel using plane instructions, but there are not supported by the hardware."
            ),
            Self::CubeCountTooLarge => {
                write!(f, "The cube count is larger than the max supported.")
            }
            Self::ImprecisePlaneDim => write!(
                f,
                "Trying to launch a kernel using plane instructions, but the min and max plane dimensions are different."
            ),
            Self::InvalidAxis { axis, rank } => write!(
                f,
                "The provided axis ({axis}) must be smaller than the input tensor rank ({rank})."
            ),
            Self::MismatchShape {
                expected_shape,
                output_shape,
            } => {
                write!(
                    f,
                    "The output shape (currently {output_shape:?}) should be {expected_shape:?}."
                )
            }
            Self::MissingAtomicAdd(elem) => {
                write!(f, "Atomic add not supported by the client for {elem}")
            }
        }
    }
}