zenpixels_convert/

convert.rs

//! Row-level pixel conversion kernels.
//!
//! Each kernel converts one row of `width` pixels from a source format to
//! a destination format. Individual step kernels are pure functions with
//! no allocation. Multi-step plans use [`ConvertScratch`] ping-pong
//! buffers to avoid per-row heap allocation in streaming loops.

use alloc::vec;
use alloc::vec::Vec;
use core::cmp::min;

use crate::policy::{AlphaPolicy, ConvertOptions, DepthPolicy, LumaCoefficients};
use crate::{
    AlphaMode, ChannelLayout, ChannelType, ColorPrimaries, ConvertError, PixelDescriptor,
    TransferFunction,
};
use whereat::{At, ResultAtExt};

/// Pre-computed conversion plan.
///
/// Stores the chain of steps needed to convert from one format to another.
/// Created once, applied to every row.
#[derive(Clone, Debug)]
pub struct ConvertPlan {
    pub(crate) from: PixelDescriptor,
    pub(crate) to: PixelDescriptor,
    pub(crate) steps: Vec<ConvertStep>,
}

/// A single conversion step.
///
/// Not `Copy` — some variants (e.g., [`ExternalTransform`]) carry an
/// `Arc`. Peephole rewrites must use `.clone()` or index assignment with
/// pattern matching instead of `*step` dereferences.
///
/// [`ExternalTransform`]: ConvertStep::ExternalTransform
#[derive(Clone)]
pub(crate) enum ConvertStep {
    /// No-op (identity).
    Identity,
    /// BGRA → RGBA byte swizzle (or vice versa).
    SwizzleBgraRgba,
    /// Fused RGB → BGRA: byte swap + add opaque alpha in a single SIMD pass.
    /// Equivalent to `[AddAlpha, SwizzleBgraRgba]` but writes the destination
    /// once instead of twice.
    RgbToBgra,
    /// Add alpha channel (3ch → 4ch), filling with opaque.
    AddAlpha,
    /// Drop alpha channel (4ch → 3ch).
    DropAlpha,
    /// Composite onto solid matte color, then drop alpha (4ch → 3ch).
    ///
    /// Blends in linear light using the source descriptor's transfer
    /// function: pixel RGB is EOTF'd per source TF, alpha-blended against
    /// the pre-linearized matte, then OETF'd back to source TF. Alpha is
    /// treated as linear regardless of color-channel TF. The matte
    /// `(r, g, b)` is always interpreted as sRGB u8 (CSS-style background).
    ///
    /// Implemented uniformly across U8/U16/F32/F16 via per-TF
    /// monomorphization; sRGB integer paths use LUT-based EOTF/OETF.
    MatteComposite { r: u8, g: u8, b: u8 },
    /// Gray → RGB (replicate gray to all 3 channels).
    GrayToRgb,
    /// Gray → RGBA (replicate + opaque alpha).
    GrayToRgba,
    /// RGB → Gray (Y' encoded luma — coefficients applied to encoded bytes).
    ///
    /// The semantic is BT.709/BT.601/etc. Y' (encoded luma), NOT linear-light
    /// luminance L. This is fast, exactly round-trips for `R==G==B` inputs,
    /// and matches what JPEG/video pipelines compute. Linear-light luminance
    /// would require linearize → weight → encode and is not currently
    /// surfaced; document any future linear-L pathway as a separate variant.
    ///
    /// Coefficients are resolved from `ConvertOptions::luma` at plan build
    /// time (`new_explicit`). Default for plans built via `Self::new`
    /// without options is `LumaCoefficients::Bt709`.
    RgbToGray { coefficients: LumaCoefficients },
    /// RGBA → Gray, drop alpha. See [`RgbToGray`](Self::RgbToGray) for
    /// semantic and coefficient resolution.
    RgbaToGray { coefficients: LumaCoefficients },
    /// GrayAlpha → RGBA (replicate gray, keep alpha).
    GrayAlphaToRgba,
    /// GrayAlpha → RGB (replicate gray, drop alpha).
    GrayAlphaToRgb,
    /// Gray → GrayAlpha (add opaque alpha).
    GrayToGrayAlpha,
    /// GrayAlpha → Gray (drop alpha).
    GrayAlphaToGray,
    /// sRGB u8 → linear f32 (per channel, EOTF).
    SrgbU8ToLinearF32,
    /// Linear f32 → sRGB u8 (per channel, OETF).
    LinearF32ToSrgbU8,
    /// Naive u8 → f32 (v / 255.0, no gamma).
    NaiveU8ToF32,
    /// Naive f32 → u8 (clamp * 255 + 0.5, no gamma).
    NaiveF32ToU8,
    /// u16 → u8 ((v * 255 + 32768) >> 16).
    U16ToU8,
    /// u8 → u16 (v * 257).
    U8ToU16,
    /// u16 → f32 (v / 65535.0).
    U16ToF32,
    /// f32 → u16 (clamp * 65535 + 0.5).
    F32ToU16,
    /// f16 → f32 (IEEE 754 half-precision unpack, no TF).
    F16ToF32,
    /// f32 → f16 (round-to-nearest-even, no TF).
    F32ToF16,
    /// PQ (SMPTE ST 2084) u16 → linear f32 (EOTF).
    PqU16ToLinearF32,
    /// Linear f32 → PQ u16 (inverse EOTF / OETF).
    LinearF32ToPqU16,
    /// PQ f32 [0,1] → linear f32 (EOTF, no depth change).
    PqF32ToLinearF32,
    /// Linear f32 → PQ f32 [0,1] (OETF, no depth change).
    LinearF32ToPqF32,
    /// HLG (ARIB STD-B67) u16 → linear f32 (EOTF).
    HlgU16ToLinearF32,
    /// Linear f32 → HLG u16 (OETF).
    LinearF32ToHlgU16,
    /// HLG f32 [0,1] → linear f32 (EOTF, no depth change).
    HlgF32ToLinearF32,
    /// Linear f32 → HLG f32 [0,1] (OETF, no depth change).
    LinearF32ToHlgF32,
    /// sRGB f32 [0,1] → linear f32 (EOTF, no depth change). Clamps input.
    SrgbF32ToLinearF32,
    /// Linear f32 → sRGB f32 [0,1] (OETF, no depth change). Clamps output.
    LinearF32ToSrgbF32,
    /// sRGB f32 → linear f32 (EOTF, sign-preserving extended range).
    /// Emitted when `ConvertOptions::clip_out_of_gamut == false`.
    SrgbF32ToLinearF32Extended,
    /// Linear f32 → sRGB f32 (OETF, sign-preserving extended range).
    LinearF32ToSrgbF32Extended,
    /// BT.709 f32 [0,1] → linear f32 (EOTF, no depth change).
    Bt709F32ToLinearF32,
    /// Linear f32 → BT.709 f32 [0,1] (OETF, no depth change).
    LinearF32ToBt709F32,
    /// Gamma 2.2 (Adobe RGB 1998) f32 [0,1] → linear f32 (EOTF, no depth change).
    /// Uses the Adobe RGB 1998 canonical exponent 563/256 ≈ 2.19921875.
    Gamma22F32ToLinearF32,
    /// Linear f32 → Gamma 2.2 (Adobe RGB 1998) f32 [0,1] (OETF, no depth change).
    LinearF32ToGamma22F32,
    /// Straight → Premultiplied alpha.
    StraightToPremul,
    /// Premultiplied → Straight alpha.
    PremulToStraight,
    /// Linear RGB f32 → Oklab f32 (3-channel color model change).
    LinearRgbToOklab,
    /// Oklab f32 → Linear RGB f32 (3-channel color model change).
    OklabToLinearRgb,
    /// Linear RGBA f32 → Oklaba f32 (4-channel, alpha preserved).
    LinearRgbaToOklaba,
    /// Oklaba f32 → Linear RGBA f32 (4-channel, alpha preserved).
    OklabaToLinearRgba,
    /// Apply a 3×3 gamut matrix to linear RGB f32 (3 channels per pixel).
    ///
    /// Used for color primaries conversion (e.g., BT.709 ↔ Display P3 ↔ BT.2020).
    /// Data must be in linear light. The matrix is row-major `[[f32; 3]; 3]`
    /// flattened to `[f32; 9]`.
    GamutMatrixRgbF32([f32; 9]),
    /// Apply a 3×3 gamut matrix to linear RGBA f32 (4 channels, alpha passthrough).
    GamutMatrixRgbaF32([f32; 9]),
    /// Fused u8-sRGB RGB primaries conversion: LUT linearize → SIMD matrix →
    /// SIMD f32→i32 → LUT encode, in one pass. Replaces the 3-step sequence
    /// `[SrgbU8ToLinearF32, GamutMatrixRgbF32(m), LinearF32ToSrgbU8]`.
    FusedSrgbU8GamutRgb([f32; 9]),
    /// Fused u8-sRGB RGBA primaries conversion (alpha passthrough).
    FusedSrgbU8GamutRgba([f32; 9]),
    /// Fused u16-sRGB RGB primaries conversion via 65K-entry LUTs.
    FusedSrgbU16GamutRgb([f32; 9]),
    /// Fused u8-sRGB → linear-f32 RGB primaries conversion (cross-depth).
    /// Output preserves extended range (no clamp).
    FusedSrgbU8ToLinearF32Rgb([f32; 9]),
    /// Fused linear-f32 → u8-sRGB RGB primaries conversion (cross-depth).
    /// Always clamps since u8 can't represent out-of-gamut values.
    FusedLinearF32ToSrgbU8Rgb([f32; 9]),
}

impl core::fmt::Debug for ConvertStep {
    fn fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result {
        match self {
            Self::Identity => f.write_str("Identity"),
            Self::SwizzleBgraRgba => f.write_str("SwizzleBgraRgba"),
            Self::RgbToBgra => f.write_str("RgbToBgra"),
            Self::AddAlpha => f.write_str("AddAlpha"),
            Self::DropAlpha => f.write_str("DropAlpha"),
            Self::MatteComposite { r, g, b } => f
                .debug_struct("MatteComposite")
                .field("r", r)
                .field("g", g)
                .field("b", b)
                .finish(),
            Self::GrayToRgb => f.write_str("GrayToRgb"),
            Self::GrayToRgba => f.write_str("GrayToRgba"),
            Self::RgbToGray { coefficients } => f
                .debug_struct("RgbToGray")
                .field("coefficients", coefficients)
                .finish(),
            Self::RgbaToGray { coefficients } => f
                .debug_struct("RgbaToGray")
                .field("coefficients", coefficients)
                .finish(),
            Self::GrayAlphaToRgba => f.write_str("GrayAlphaToRgba"),
            Self::GrayAlphaToRgb => f.write_str("GrayAlphaToRgb"),
            Self::GrayToGrayAlpha => f.write_str("GrayToGrayAlpha"),
            Self::GrayAlphaToGray => f.write_str("GrayAlphaToGray"),
            Self::SrgbU8ToLinearF32 => f.write_str("SrgbU8ToLinearF32"),
            Self::LinearF32ToSrgbU8 => f.write_str("LinearF32ToSrgbU8"),
            Self::NaiveU8ToF32 => f.write_str("NaiveU8ToF32"),
            Self::NaiveF32ToU8 => f.write_str("NaiveF32ToU8"),
            Self::U16ToU8 => f.write_str("U16ToU8"),
            Self::U8ToU16 => f.write_str("U8ToU16"),
            Self::U16ToF32 => f.write_str("U16ToF32"),
            Self::F32ToU16 => f.write_str("F32ToU16"),
            Self::F16ToF32 => f.write_str("F16ToF32"),
            Self::F32ToF16 => f.write_str("F32ToF16"),
            Self::PqU16ToLinearF32 => f.write_str("PqU16ToLinearF32"),
            Self::LinearF32ToPqU16 => f.write_str("LinearF32ToPqU16"),
            Self::PqF32ToLinearF32 => f.write_str("PqF32ToLinearF32"),
            Self::LinearF32ToPqF32 => f.write_str("LinearF32ToPqF32"),
            Self::HlgU16ToLinearF32 => f.write_str("HlgU16ToLinearF32"),
            Self::LinearF32ToHlgU16 => f.write_str("LinearF32ToHlgU16"),
            Self::HlgF32ToLinearF32 => f.write_str("HlgF32ToLinearF32"),
            Self::LinearF32ToHlgF32 => f.write_str("LinearF32ToHlgF32"),
            Self::SrgbF32ToLinearF32 => f.write_str("SrgbF32ToLinearF32"),
            Self::LinearF32ToSrgbF32 => f.write_str("LinearF32ToSrgbF32"),
            Self::SrgbF32ToLinearF32Extended => f.write_str("SrgbF32ToLinearF32Extended"),
            Self::LinearF32ToSrgbF32Extended => f.write_str("LinearF32ToSrgbF32Extended"),
            Self::Bt709F32ToLinearF32 => f.write_str("Bt709F32ToLinearF32"),
            Self::LinearF32ToBt709F32 => f.write_str("LinearF32ToBt709F32"),
            Self::Gamma22F32ToLinearF32 => f.write_str("Gamma22F32ToLinearF32"),
            Self::LinearF32ToGamma22F32 => f.write_str("LinearF32ToGamma22F32"),
            Self::StraightToPremul => f.write_str("StraightToPremul"),
            Self::PremulToStraight => f.write_str("PremulToStraight"),
            Self::LinearRgbToOklab => f.write_str("LinearRgbToOklab"),
            Self::OklabToLinearRgb => f.write_str("OklabToLinearRgb"),
            Self::LinearRgbaToOklaba => f.write_str("LinearRgbaToOklaba"),
            Self::OklabaToLinearRgba => f.write_str("OklabaToLinearRgba"),
            Self::GamutMatrixRgbF32(m) => f.debug_tuple("GamutMatrixRgbF32").field(m).finish(),
            Self::GamutMatrixRgbaF32(m) => f.debug_tuple("GamutMatrixRgbaF32").field(m).finish(),
            Self::FusedSrgbU8GamutRgb(m) => f.debug_tuple("FusedSrgbU8GamutRgb").field(m).finish(),
            Self::FusedSrgbU8GamutRgba(m) => {
                f.debug_tuple("FusedSrgbU8GamutRgba").field(m).finish()
            }
            Self::FusedSrgbU16GamutRgb(m) => {
                f.debug_tuple("FusedSrgbU16GamutRgb").field(m).finish()
            }
            Self::FusedSrgbU8ToLinearF32Rgb(m) => {
                f.debug_tuple("FusedSrgbU8ToLinearF32Rgb").field(m).finish()
            }
            Self::FusedLinearF32ToSrgbU8Rgb(m) => {
                f.debug_tuple("FusedLinearF32ToSrgbU8Rgb").field(m).finish()
            }
        }
    }
}

/// Assert that a descriptor is not CMYK.
///
/// CMYK is device-dependent and cannot be converted by zenpixels-convert.
/// Use a CMS (e.g., moxcms) with an ICC profile for CMYK↔RGB conversion.
fn assert_not_cmyk(desc: &PixelDescriptor) {
    assert!(
        desc.color_model() != crate::ColorModel::Cmyk,
        "CMYK pixel data cannot be processed by zenpixels-convert. \
         Use a CMS (e.g., moxcms) with an ICC profile for CMYK↔RGB conversion."
    );
}

impl ConvertPlan {
    /// Create a conversion plan from `from` to `to`.
    ///
    /// Returns `Err` if no conversion path exists.
    ///
    /// # Panics
    ///
    /// Panics if either `from` or `to` uses [`ColorModel::Cmyk`](zenpixels::ColorModel::Cmyk).
    /// CMYK requires a CMS with an ICC profile for conversion.
    #[track_caller]
    pub fn new(from: PixelDescriptor, to: PixelDescriptor) -> Result<Self, At<ConvertError>> {
        assert_not_cmyk(&from);
        assert_not_cmyk(&to);
        if from == to {
            return Ok(Self {
                from,
                to,
                steps: vec![ConvertStep::Identity],
            });
        }

        let mut steps = Vec::with_capacity(3);

        // Step 1: Layout conversion (within same depth class).
        // Step 2: Depth conversion.
        // Step 3: Alpha mode conversion.
        //
        // For cross-depth conversions, we convert layout at the source depth
        // first, then change depth. This minimizes the number of channels
        // we need to depth-convert.

        let need_depth_change = from.channel_type() != to.channel_type();
        let need_layout_change = from.layout() != to.layout();
        let need_alpha_change =
            from.alpha() != to.alpha() && from.alpha().is_some() && to.alpha().is_some();

        // Depth/TF steps are needed when depth changes, or when transfer
        // functions differ (at any depth — integer TF changes route through
        // an F32 linear intermediate, handled in `depth_steps`).
        let need_depth_or_tf = need_depth_change || from.transfer() != to.transfer();

        // If we need to change depth AND layout, plan the optimal order.
        if need_layout_change {
            // When going to fewer channels, convert layout first (less depth work).
            // When going to more channels, convert depth first (less layout work).
            //
            // Exception: Oklab layout steps require f32 data. When the source
            // is integer (U8/U16) and the layout change involves Oklab, we must
            // convert depth first regardless of channel count.
            let src_ch = from.layout().channels();
            let dst_ch = to.layout().channels();
            let involves_oklab =
                matches!(from.layout(), ChannelLayout::Oklab | ChannelLayout::OklabA)
                    || matches!(to.layout(), ChannelLayout::Oklab | ChannelLayout::OklabA);

            // Oklab conversion requires known primaries for the RGB→LMS matrix.
            if involves_oklab && from.primaries == ColorPrimaries::Unknown {
                return Err(whereat::at!(ConvertError::NoPath { from, to }));
            }

            let depth_first = need_depth_or_tf
                && (dst_ch > src_ch || (involves_oklab && from.channel_type() != ChannelType::F32));

            if depth_first {
                // Depth first, then layout.
                steps.extend(
                    depth_steps(
                        from.channel_type(),
                        to.channel_type(),
                        from.transfer(),
                        to.transfer(),
                    )
                    .map_err(|e| whereat::at!(e))?,
                );
                steps.extend(layout_steps(from.layout(), to.layout()));
            } else {
                // Layout first, then depth.
                steps.extend(layout_steps(from.layout(), to.layout()));
                if need_depth_or_tf {
                    steps.extend(
                        depth_steps(
                            from.channel_type(),
                            to.channel_type(),
                            from.transfer(),
                            to.transfer(),
                        )
                        .map_err(|e| whereat::at!(e))?,
                    );
                }
            }
        } else if need_depth_or_tf {
            steps.extend(
                depth_steps(
                    from.channel_type(),
                    to.channel_type(),
                    from.transfer(),
                    to.transfer(),
                )
                .map_err(|e| whereat::at!(e))?,
            );
        }

        // Alpha mode conversion (if both have alpha and modes differ).
        if need_alpha_change {
            match (from.alpha(), to.alpha()) {
                (Some(AlphaMode::Straight), Some(AlphaMode::Premultiplied)) => {
                    steps.push(ConvertStep::StraightToPremul);
                }
                (Some(AlphaMode::Premultiplied), Some(AlphaMode::Straight)) => {
                    steps.push(ConvertStep::PremulToStraight);
                }
                _ => {}
            }
        }

        // Primaries conversion: if source and destination have different known
        // primaries, inject a gamut matrix in linear f32 space.
        let need_primaries = from.primaries != to.primaries
            && from.primaries != ColorPrimaries::Unknown
            && to.primaries != ColorPrimaries::Unknown;

        if need_primaries
            && let Some(matrix) = crate::gamut::conversion_matrix(from.primaries, to.primaries)
        {
            // Flatten the 3×3 matrix for storage in the step enum.
            let flat = [
                matrix[0][0],
                matrix[0][1],
                matrix[0][2],
                matrix[1][0],
                matrix[1][1],
                matrix[1][2],
                matrix[2][0],
                matrix[2][1],
                matrix[2][2],
            ];

            // The gamut matrix must be applied in linear f32 space.
            // Check if the existing steps already go through linear f32.
            let mut goes_through_linear = false;
            {
                let mut desc = from;
                for step in &steps {
                    desc = intermediate_desc(desc, step);
                    if desc.channel_type() == ChannelType::F32
                        && desc.transfer() == TransferFunction::Linear
                    {
                        goes_through_linear = true;
                    }
                }
            }

            if goes_through_linear {
                // Insert the gamut matrix right after the first step that
                // produces linear f32. All subsequent steps encode to the
                // target format.
                let mut insert_pos = 0;
                let mut desc = from;
                for (i, step) in steps.iter().enumerate() {
                    desc = intermediate_desc(desc, step);
                    if desc.channel_type() == ChannelType::F32
                        && desc.transfer() == TransferFunction::Linear
                    {
                        insert_pos = i + 1;
                        break;
                    }
                }
                let gamut_step = if desc.layout().has_alpha() {
                    ConvertStep::GamutMatrixRgbaF32(flat)
                } else {
                    ConvertStep::GamutMatrixRgbF32(flat)
                };
                steps.insert(insert_pos, gamut_step);
            } else {
                // No existing linear f32 step — we must add linearize → gamut → delinearize.
                // Determine layout for the gamut step.
                let has_alpha = from.layout().has_alpha() || to.layout().has_alpha();
                // Use the layout at the current point in the plan.
                let mut desc = from;
                for step in &steps {
                    desc = intermediate_desc(desc, step);
                }
                let gamut_step = if desc.layout().has_alpha() || has_alpha {
                    ConvertStep::GamutMatrixRgbaF32(flat)
                } else {
                    ConvertStep::GamutMatrixRgbF32(flat)
                };

                // Insert linearize → gamut → encode-to-target-tf at the end,
                // before any alpha mode steps.
                let linearize = match desc.transfer() {
                    TransferFunction::Srgb => ConvertStep::SrgbF32ToLinearF32,
                    TransferFunction::Bt709 => ConvertStep::Bt709F32ToLinearF32,
                    TransferFunction::Pq => ConvertStep::PqF32ToLinearF32,
                    TransferFunction::Hlg => ConvertStep::HlgF32ToLinearF32,
                    TransferFunction::Gamma22 => ConvertStep::Gamma22F32ToLinearF32,
                    TransferFunction::Linear => ConvertStep::Identity,
                    _ => ConvertStep::SrgbF32ToLinearF32, // assume sRGB for Unknown
                };
                let to_target_tf = match to.transfer() {
                    TransferFunction::Srgb => ConvertStep::LinearF32ToSrgbF32,
                    TransferFunction::Bt709 => ConvertStep::LinearF32ToBt709F32,
                    TransferFunction::Pq => ConvertStep::LinearF32ToPqF32,
                    TransferFunction::Hlg => ConvertStep::LinearF32ToHlgF32,
                    TransferFunction::Gamma22 => ConvertStep::LinearF32ToGamma22F32,
                    TransferFunction::Linear => ConvertStep::Identity,
                    _ => ConvertStep::LinearF32ToSrgbF32, // assume sRGB for Unknown
                };

                // Need to be in f32 first. If current is integer, add naive conversion.
                let mut gamut_steps = Vec::new();
                // Direct fused-step emissions for common cases.
                if desc.channel_type() == ChannelType::U16
                    && desc.transfer() == TransferFunction::Srgb
                    && to.channel_type() == ChannelType::U16
                    && to.transfer() == TransferFunction::Srgb
                    && !desc.layout().has_alpha()
                    && !to.layout().has_alpha()
                {
                    // u16 sRGB → u16 sRGB RGB: single-step matlut.
                    gamut_steps.push(ConvertStep::FusedSrgbU16GamutRgb(flat));
                    steps.extend(gamut_steps);
                    if steps.is_empty() {
                        steps.push(ConvertStep::Identity);
                    }
                    fuse_matlut_patterns(&mut steps);
                    return Ok(Self { from, to, steps });
                }
                if desc.channel_type() == ChannelType::U8
                    && matches!(desc.transfer(), TransferFunction::Srgb)
                    && to.channel_type() == ChannelType::F32
                    && to.transfer() == TransferFunction::Linear
                    && !desc.layout().has_alpha()
                    && !to.layout().has_alpha()
                {
                    // u8 sRGB → linear f32 RGB: cross-depth matlut.
                    gamut_steps.push(ConvertStep::FusedSrgbU8ToLinearF32Rgb(flat));
                    steps.extend(gamut_steps);
                    if steps.is_empty() {
                        steps.push(ConvertStep::Identity);
                    }
                    fuse_matlut_patterns(&mut steps);
                    return Ok(Self { from, to, steps });
                }
                if desc.channel_type() == ChannelType::F32
                    && desc.transfer() == TransferFunction::Linear
                    && to.channel_type() == ChannelType::U8
                    && to.transfer() == TransferFunction::Srgb
                    && !desc.layout().has_alpha()
                    && !to.layout().has_alpha()
                {
                    // linear f32 → u8 sRGB RGB: cross-depth matlut.
                    gamut_steps.push(ConvertStep::FusedLinearF32ToSrgbU8Rgb(flat));
                    steps.extend(gamut_steps);
                    if steps.is_empty() {
                        steps.push(ConvertStep::Identity);
                    }
                    fuse_matlut_patterns(&mut steps);
                    return Ok(Self { from, to, steps });
                }
                if desc.channel_type() != ChannelType::F32 {
                    // Use the fused sRGB u8→linear f32 if applicable.
                    if desc.channel_type() == ChannelType::U8
                        && matches!(
                            desc.transfer(),
                            TransferFunction::Srgb
                                | TransferFunction::Bt709
                                | TransferFunction::Unknown
                        )
                    {
                        gamut_steps.push(ConvertStep::SrgbU8ToLinearF32);
                        // Already linear, skip separate linearize.
                        gamut_steps.push(gamut_step);
                        gamut_steps.push(ConvertStep::LinearF32ToSrgbU8);
                    } else if desc.channel_type() == ChannelType::U16
                        && desc.transfer() == TransferFunction::Pq
                    {
                        gamut_steps.push(ConvertStep::PqU16ToLinearF32);
                        gamut_steps.push(gamut_step);
                        gamut_steps.push(ConvertStep::LinearF32ToPqU16);
                    } else if desc.channel_type() == ChannelType::U16
                        && desc.transfer() == TransferFunction::Hlg
                    {
                        gamut_steps.push(ConvertStep::HlgU16ToLinearF32);
                        gamut_steps.push(gamut_step);
                        gamut_steps.push(ConvertStep::LinearF32ToHlgU16);
                    } else {
                        // Generic: naive to f32, linearize, gamut, delinearize, naive back
                        gamut_steps.push(ConvertStep::NaiveU8ToF32);
                        if !matches!(linearize, ConvertStep::Identity) {
                            gamut_steps.push(linearize);
                        }
                        gamut_steps.push(gamut_step);
                        if !matches!(to_target_tf, ConvertStep::Identity) {
                            gamut_steps.push(to_target_tf);
                        }
                        gamut_steps.push(ConvertStep::NaiveF32ToU8);
                    }
                } else {
                    // Already f32, just linearize → gamut → encode
                    if !matches!(linearize, ConvertStep::Identity) {
                        gamut_steps.push(linearize);
                    }
                    gamut_steps.push(gamut_step);
                    if !matches!(to_target_tf, ConvertStep::Identity) {
                        gamut_steps.push(to_target_tf);
                    }
                }

                steps.extend(gamut_steps);
            }
        }

        if steps.is_empty() {
            // Transfer-only difference or alpha-mode-only: identity path.
            steps.push(ConvertStep::Identity);
        }

        // Peephole fusion: collapse common 3-step patterns into single fused
        // kernels that avoid scratch-buffer round-trips.
        fuse_matlut_patterns(&mut steps);

        Ok(Self { from, to, steps })
    }

    /// Create a conversion plan with explicit policy enforcement.
    ///
    /// Validates that the planned conversion steps are allowed by the given
    /// policies before creating the plan. Returns an error if a forbidden
    /// operation would be required.
    ///
    /// # Panics
    ///
    /// Panics if either `from` or `to` uses [`ColorModel::Cmyk`](zenpixels::ColorModel::Cmyk).
    /// CMYK requires a CMS with an ICC profile for conversion.
    #[track_caller]
    pub fn new_explicit(
        from: PixelDescriptor,
        to: PixelDescriptor,
        options: &ConvertOptions,
    ) -> Result<Self, At<ConvertError>> {
        assert_not_cmyk(&from);
        assert_not_cmyk(&to);
        // Check alpha removal policy.
        let drops_alpha = from.alpha().is_some() && to.alpha().is_none();
        if drops_alpha && options.alpha_policy == AlphaPolicy::Forbid {
            return Err(whereat::at!(ConvertError::AlphaRemovalForbidden));
        }

        // Check depth reduction policy. Compare by precision bits, not byte
        // size — F16 and U16 are both 2 bytes but F16 carries only ~11 bits of
        // precision vs U16's 16, so a U16→F16 hop IS a precision reduction and
        // must be policy-gated.
        let reduces_depth = crate::negotiate::channel_bits(from.channel_type())
            > crate::negotiate::channel_bits(to.channel_type());
        if reduces_depth && options.depth_policy == DepthPolicy::Forbid {
            return Err(whereat::at!(ConvertError::DepthReductionForbidden));
        }

        // Check RGB→Gray requires luma coefficients.
        let src_is_rgb = matches!(
            from.layout(),
            ChannelLayout::Rgb | ChannelLayout::Rgba | ChannelLayout::Bgra
        );
        let dst_is_gray = matches!(to.layout(), ChannelLayout::Gray | ChannelLayout::GrayAlpha);
        if src_is_rgb && dst_is_gray && options.luma.is_none() {
            return Err(whereat::at!(ConvertError::RgbToGray));
        }

        let mut plan = Self::new(from, to).at()?;

        // Replace DropAlpha with MatteComposite when policy is CompositeOnto.
        //
        // The `matte_composite` kernel uses the straight-alpha over operator
        // `fg*a + bg*(1-a)`, linearizing the sRGB matte and pixel RGB
        // per-pixel using the source TF (kernel-side TF dispatch via the
        // `MatteTf` trait). Alpha stays as-is (alpha is always linear,
        // regardless of color-channel TF).
        //
        // One planner-side caveat handled here:
        //
        // **Premultiplied source.** If the source is premultiplied (our
        // library's convention is encoded-space premul, per Canvas 2D),
        // the straight kernel would multiply by `a` twice:
        // `straight*a² + bg*(1-a)`. Fix: insert `PremulToStraight` before
        // `MatteComposite`.
        //
        // We deliberately do NOT wrap with `SrgbF32ToLinearF32` /
        // `LinearF32ToSrgbF32` to handle non-linear data: those steps
        // linearize alpha too, which breaks the blend math.
        if drops_alpha && let AlphaPolicy::CompositeOnto { r, g, b } = options.alpha_policy {
            let src_is_premul = from.alpha() == Some(AlphaMode::Premultiplied);
            let mut idx = 0;
            while idx < plan.steps.len() {
                if matches!(plan.steps[idx], ConvertStep::DropAlpha) {
                    plan.steps[idx] = ConvertStep::MatteComposite { r, g, b };
                    if src_is_premul {
                        plan.steps.insert(idx, ConvertStep::PremulToStraight);
                        idx += 1;
                    }
                }
                idx += 1;
            }
        }

        // When the caller opts out of clipping, swap pure-f32 sRGB transfer
        // steps for their sign-preserving extended-range counterparts.
        // Fused u8/u16 matlut steps are unaffected (integer I/O can't
        // represent extended range anyway).
        if !options.clip_out_of_gamut {
            for step in &mut plan.steps {
                match step {
                    ConvertStep::SrgbF32ToLinearF32 => {
                        *step = ConvertStep::SrgbF32ToLinearF32Extended;
                    }
                    ConvertStep::LinearF32ToSrgbF32 => {
                        *step = ConvertStep::LinearF32ToSrgbF32Extended;
                    }
                    _ => {}
                }
            }
        }

        // Resolve luma coefficients on RgbToGray / RgbaToGray steps. The
        // None case was rejected above (line 636), so unwrap is safe here.
        // `layout_steps` constructs these variants with a Bt709 placeholder
        // because it has no access to options; we replace with the user's
        // explicit choice (or the permissive default of Bt709) here.
        let user_luma = options.luma.unwrap_or(LumaCoefficients::Bt709);
        for step in &mut plan.steps {
            match step {
                ConvertStep::RgbToGray { coefficients }
                | ConvertStep::RgbaToGray { coefficients } => {
                    *coefficients = user_luma;
                }
                _ => {}
            }
        }

        Ok(plan)
    }

    /// Create a shell plan that records from/to but has no conversion steps.
    ///
    /// Used when an external CMS transform handles the conversion — the
    /// plan exists only for `from()`/`to()` metadata; the actual row
    /// work is driven by the external transform stored on `RowConverter`.
    pub(crate) fn identity(from: PixelDescriptor, to: PixelDescriptor) -> Self {
        Self {
            from,
            to,
            steps: vec![ConvertStep::Identity],
        }
    }

    /// Compose two plans into one: apply `self` then `other`.
    ///
    /// The composed plan executes both conversions in a single `convert_row`
    /// call, using one intermediate buffer instead of two. Adjacent inverse
    /// steps are cancelled (e.g., `SrgbU8ToLinearF32` + `LinearF32ToSrgbU8`
    /// → identity).
    ///
    /// Returns `None` if `self.to` != `other.from` (incompatible plans).
    pub fn compose(&self, other: &Self) -> Option<Self> {
        if self.to != other.from {
            return None;
        }

        let mut steps = self.steps.clone();

        // Append other's steps, skipping its Identity if present.
        for step in &other.steps {
            if matches!(step, ConvertStep::Identity) {
                continue;
            }
            steps.push(step.clone());
        }

        // Peephole: cancel adjacent inverse pairs.
        let mut changed = true;
        while changed {
            changed = false;
            let mut i = 0;
            while i + 1 < steps.len() {
                if are_inverse(&steps[i], &steps[i + 1]) {
                    steps.remove(i + 1);
                    steps.remove(i);
                    changed = true;
                    // Don't advance — check the new adjacent pair.
                } else {
                    i += 1;
                }
            }
        }

        // If everything cancelled, produce identity.
        if steps.is_empty() {
            steps.push(ConvertStep::Identity);
        }

        // Remove leading/trailing Identity if there are real steps.
        if steps.len() > 1 {
            steps.retain(|s| !matches!(s, ConvertStep::Identity));
            if steps.is_empty() {
                steps.push(ConvertStep::Identity);
            }
        }

        Some(Self {
            from: self.from,
            to: other.to,
            steps,
        })
    }

    /// True if conversion is a no-op.
    #[must_use]
    pub fn is_identity(&self) -> bool {
        self.steps.len() == 1 && matches!(self.steps[0], ConvertStep::Identity)
    }

    /// Maximum bytes-per-pixel across all intermediate formats in the plan.
    ///
    /// Used to pre-allocate scratch buffers for streaming conversion.
    pub(crate) fn max_intermediate_bpp(&self) -> usize {
        let mut desc = self.from;
        let mut max_bpp = desc.bytes_per_pixel();
        for step in &self.steps {
            desc = intermediate_desc(desc, step);
            max_bpp = max_bpp.max(desc.bytes_per_pixel());
        }
        max_bpp
    }

    /// Source descriptor.
    pub fn from(&self) -> PixelDescriptor {
        self.from
    }

    /// Target descriptor.
    pub fn to(&self) -> PixelDescriptor {
        self.to
    }
}

/// Determine the layout conversion step(s).
///
/// Some layout conversions require two steps (e.g., BGRA -> RGB needs
/// swizzle + drop alpha). Returns up to 2 steps.
fn layout_steps(from: ChannelLayout, to: ChannelLayout) -> Vec<ConvertStep> {
    if from == to {
        return Vec::new();
    }
    match (from, to) {
        (ChannelLayout::Bgra, ChannelLayout::Rgba) | (ChannelLayout::Rgba, ChannelLayout::Bgra) => {
            vec![ConvertStep::SwizzleBgraRgba]
        }
        (ChannelLayout::Rgb, ChannelLayout::Rgba) => vec![ConvertStep::AddAlpha],
        (ChannelLayout::Rgb, ChannelLayout::Bgra) => {
            // Single fused SIMD pass (garb::bytes::rgb_to_bgra). For non-u8
            // channel types `apply_step_u8` falls back to AddAlpha+Swizzle.
            vec![ConvertStep::RgbToBgra]
        }
        (ChannelLayout::Rgba, ChannelLayout::Rgb) => vec![ConvertStep::DropAlpha],
        (ChannelLayout::Bgra, ChannelLayout::Rgb) => {
            // BGRA -> RGBA -> RGB: swizzle then drop alpha.
            vec![ConvertStep::SwizzleBgraRgba, ConvertStep::DropAlpha]
        }
        (ChannelLayout::Gray, ChannelLayout::Rgb) => vec![ConvertStep::GrayToRgb],
        (ChannelLayout::Gray, ChannelLayout::Rgba) => vec![ConvertStep::GrayToRgba],
        (ChannelLayout::Gray, ChannelLayout::Bgra) => {
            // Gray -> RGBA -> BGRA: expand then swizzle.
            vec![ConvertStep::GrayToRgba, ConvertStep::SwizzleBgraRgba]
        }
        (ChannelLayout::Rgb, ChannelLayout::Gray) => vec![ConvertStep::RgbToGray {
            coefficients: LumaCoefficients::Bt709,
        }],
        (ChannelLayout::Rgba, ChannelLayout::Gray) => vec![ConvertStep::RgbaToGray {
            coefficients: LumaCoefficients::Bt709,
        }],
        (ChannelLayout::Bgra, ChannelLayout::Gray) => {
            // BGRA -> RGBA -> Gray: swizzle then to gray.
            vec![
                ConvertStep::SwizzleBgraRgba,
                ConvertStep::RgbaToGray {
                    coefficients: LumaCoefficients::Bt709,
                },
            ]
        }
        (ChannelLayout::GrayAlpha, ChannelLayout::Rgba) => vec![ConvertStep::GrayAlphaToRgba],
        (ChannelLayout::GrayAlpha, ChannelLayout::Bgra) => {
            // GrayAlpha -> RGBA -> BGRA: expand then swizzle.
            vec![ConvertStep::GrayAlphaToRgba, ConvertStep::SwizzleBgraRgba]
        }
        (ChannelLayout::GrayAlpha, ChannelLayout::Rgb) => vec![ConvertStep::GrayAlphaToRgb],
        (ChannelLayout::Gray, ChannelLayout::GrayAlpha) => vec![ConvertStep::GrayToGrayAlpha],
        (ChannelLayout::GrayAlpha, ChannelLayout::Gray) => vec![ConvertStep::GrayAlphaToGray],

        // Oklab ↔ RGB conversions (via linear RGB).
        (ChannelLayout::Rgb, ChannelLayout::Oklab) => vec![ConvertStep::LinearRgbToOklab],
        (ChannelLayout::Oklab, ChannelLayout::Rgb) => vec![ConvertStep::OklabToLinearRgb],
        (ChannelLayout::Rgba, ChannelLayout::OklabA) => vec![ConvertStep::LinearRgbaToOklaba],
        (ChannelLayout::OklabA, ChannelLayout::Rgba) => vec![ConvertStep::OklabaToLinearRgba],

        // Oklab ↔ RGB with alpha add/drop.
        (ChannelLayout::Rgb, ChannelLayout::OklabA) => {
            vec![ConvertStep::AddAlpha, ConvertStep::LinearRgbaToOklaba]
        }
        (ChannelLayout::OklabA, ChannelLayout::Rgb) => {
            vec![ConvertStep::OklabaToLinearRgba, ConvertStep::DropAlpha]
        }
        (ChannelLayout::Oklab, ChannelLayout::Rgba) => {
            vec![ConvertStep::OklabToLinearRgb, ConvertStep::AddAlpha]
        }
        (ChannelLayout::Rgba, ChannelLayout::Oklab) => {
            vec![ConvertStep::DropAlpha, ConvertStep::LinearRgbToOklab]
        }

        // Oklab ↔ BGRA (swizzle to/from RGBA, then Oklab).
        (ChannelLayout::Bgra, ChannelLayout::OklabA) => {
            vec![
                ConvertStep::SwizzleBgraRgba,
                ConvertStep::LinearRgbaToOklaba,
            ]
        }
        (ChannelLayout::OklabA, ChannelLayout::Bgra) => {
            vec![
                ConvertStep::OklabaToLinearRgba,
                ConvertStep::SwizzleBgraRgba,
            ]
        }
        (ChannelLayout::Bgra, ChannelLayout::Oklab) => {
            vec![
                ConvertStep::SwizzleBgraRgba,
                ConvertStep::DropAlpha,
                ConvertStep::LinearRgbToOklab,
            ]
        }
        (ChannelLayout::Oklab, ChannelLayout::Bgra) => {
            vec![
                ConvertStep::OklabToLinearRgb,
                ConvertStep::AddAlpha,
                ConvertStep::SwizzleBgraRgba,
            ]
        }

        // Gray ↔ Oklab (expand gray to RGB first).
        (ChannelLayout::Gray, ChannelLayout::Oklab) => {
            vec![ConvertStep::GrayToRgb, ConvertStep::LinearRgbToOklab]
        }
        (ChannelLayout::Oklab, ChannelLayout::Gray) => {
            vec![
                ConvertStep::OklabToLinearRgb,
                ConvertStep::RgbToGray {
                    coefficients: LumaCoefficients::Bt709,
                },
            ]
        }
        (ChannelLayout::Gray, ChannelLayout::OklabA) => {
            vec![ConvertStep::GrayToRgba, ConvertStep::LinearRgbaToOklaba]
        }
        (ChannelLayout::OklabA, ChannelLayout::Gray) => {
            vec![
                ConvertStep::OklabaToLinearRgba,
                ConvertStep::RgbaToGray {
                    coefficients: LumaCoefficients::Bt709,
                },
            ]
        }
        (ChannelLayout::GrayAlpha, ChannelLayout::OklabA) => {
            vec![
                ConvertStep::GrayAlphaToRgba,
                ConvertStep::LinearRgbaToOklaba,
            ]
        }
        (ChannelLayout::OklabA, ChannelLayout::GrayAlpha) => {
            // Drop alpha from OklabA→Oklab, convert to RGB, then to GrayAlpha.
            // Alpha is lost; this is inherently lossy.
            vec![
                ConvertStep::OklabaToLinearRgba,
                ConvertStep::RgbaToGray {
                    coefficients: LumaCoefficients::Bt709,
                },
                ConvertStep::GrayToGrayAlpha,
            ]
        }
        (ChannelLayout::GrayAlpha, ChannelLayout::Oklab) => {
            vec![ConvertStep::GrayAlphaToRgb, ConvertStep::LinearRgbToOklab]
        }
        (ChannelLayout::Oklab, ChannelLayout::GrayAlpha) => {
            vec![
                ConvertStep::OklabToLinearRgb,
                ConvertStep::RgbToGray {
                    coefficients: LumaCoefficients::Bt709,
                },
                ConvertStep::GrayToGrayAlpha,
            ]
        }

        // Oklab ↔ alpha variants.
        (ChannelLayout::Oklab, ChannelLayout::OklabA) => vec![ConvertStep::AddAlpha],
        (ChannelLayout::OklabA, ChannelLayout::Oklab) => vec![ConvertStep::DropAlpha],

        _ => Vec::new(), // Unsupported layout conversion.
    }
}

/// F32→F32 linearize step for a transfer function, or `None` if the TF is
/// already linear (or Unknown — caller decides how to handle Unknown).
fn f32_linearize_step(tf: TransferFunction) -> Option<ConvertStep> {
    match tf {
        TransferFunction::Linear => None,
        TransferFunction::Srgb => Some(ConvertStep::SrgbF32ToLinearF32),
        TransferFunction::Bt709 => Some(ConvertStep::Bt709F32ToLinearF32),
        TransferFunction::Pq => Some(ConvertStep::PqF32ToLinearF32),
        TransferFunction::Hlg => Some(ConvertStep::HlgF32ToLinearF32),
        TransferFunction::Gamma22 => Some(ConvertStep::Gamma22F32ToLinearF32),
        TransferFunction::Unknown => None,
        _ => None,
    }
}

/// F32→F32 OETF step for a transfer function, or `None` if the TF is linear
/// (or Unknown).
fn f32_encode_step(tf: TransferFunction) -> Option<ConvertStep> {
    match tf {
        TransferFunction::Linear => None,
        TransferFunction::Srgb => Some(ConvertStep::LinearF32ToSrgbF32),
        TransferFunction::Bt709 => Some(ConvertStep::LinearF32ToBt709F32),
        TransferFunction::Pq => Some(ConvertStep::LinearF32ToPqF32),
        TransferFunction::Hlg => Some(ConvertStep::LinearF32ToHlgF32),
        TransferFunction::Gamma22 => Some(ConvertStep::LinearF32ToGamma22F32),
        TransferFunction::Unknown => None,
        _ => None,
    }
}

/// F32→F32 TF-change steps: linearize (if not already linear) then encode
/// (if target is not linear).
///
/// Returns empty when `from == to`, or when either side is `Unknown` — when
/// one side's TF is unknown we can't mechanically compute a correct
/// conversion, so we preserve bytes as-is. Addressing the Unknown ambiguity
/// via explicit opt-in API is tracked as issue #19 [C]/[D] (deprecate-and-add).
fn f32_tf_pair_steps(from: TransferFunction, to: TransferFunction) -> Vec<ConvertStep> {
    if from == to || from == TransferFunction::Unknown || to == TransferFunction::Unknown {
        return Vec::new();
    }
    let mut steps = Vec::with_capacity(2);
    if let Some(s) = f32_linearize_step(from) {
        steps.push(s);
    }
    if let Some(s) = f32_encode_step(to) {
        steps.push(s);
    }
    steps
}

/// Depth conversion step into F32 for any non-F32 channel type (U8, U16, F16).
/// Panics for F32 (caller must check); CMYK is rejected upstream by `assert_not_cmyk`.
fn to_f32_step(ct: ChannelType) -> ConvertStep {
    match ct {
        ChannelType::U8 => ConvertStep::NaiveU8ToF32,
        ChannelType::U16 => ConvertStep::U16ToF32,
        ChannelType::F16 => ConvertStep::F16ToF32,
        _ => unreachable!("to_f32_step called with F32 or unsupported channel type"),
    }
}

/// F32→depth step for any non-F32 channel type.
fn f32_to_depth_step(ct: ChannelType) -> ConvertStep {
    match ct {
        ChannelType::U8 => ConvertStep::NaiveF32ToU8,
        ChannelType::U16 => ConvertStep::F32ToU16,
        ChannelType::F16 => ConvertStep::F32ToF16,
        _ => unreachable!("f32_to_depth_step called with F32 or unsupported channel type"),
    }
}

/// Determine the depth conversion step(s), considering transfer functions.
///
/// Returns one or more steps. Multi-step conversions route through an F32
/// linear intermediate (e.g. PQ U16 → sRGB U8 goes PQ U16 → Linear F32 →
/// sRGB U8), and same-depth integer TF changes route through an F32 linear
/// intermediate too: passing integer bytes through unchanged under a new
/// TF label produces wrong pixels.
fn depth_steps(
    from: ChannelType,
    to: ChannelType,
    from_tf: TransferFunction,
    to_tf: TransferFunction,
) -> Result<Vec<ConvertStep>, ConvertError> {
    if from == to && from_tf == to_tf {
        return Ok(Vec::new());
    }

    // Same depth, F32: apply EOTF/OETF in place.
    if from == to && from == ChannelType::F32 {
        return Ok(f32_tf_pair_steps(from_tf, to_tf));
    }

    // Same depth, non-F32 (U8/U16/F16): TF change requires re-encoding. Route
    // through F32 linear intermediate — passing bytes through labeled as a
    // different TF produces wrong pixels.
    //
    // Exception: if either TF is Unknown, we don't know the correct conversion.
    // Preserve bytes exactly (no F32 round-trip — that would introduce U8/U16
    // rounding error for no semantic benefit). Addressed properly by issue
    // #19 [C]/[D] via opt-in deprecate-and-add.
    if from == to && from != ChannelType::F32 {
        if from_tf == TransferFunction::Unknown || to_tf == TransferFunction::Unknown {
            return Ok(Vec::new());
        }
        let mut steps = Vec::with_capacity(4);
        steps.push(to_f32_step(from));
        steps.extend(f32_tf_pair_steps(from_tf, to_tf));
        steps.push(f32_to_depth_step(to));
        return Ok(steps);
    }

    match (from, to) {
        (ChannelType::U8, ChannelType::F32) => {
            // Fused sRGB EOTF kernel — sRGB only. BT.709 uses a different EOTF
            // (~17% linear-light error at mid-gray if we routed it through the
            // sRGB kernel) and must compose through the F32 BT.709 EOTF step.
            if from_tf == TransferFunction::Srgb && to_tf == TransferFunction::Linear {
                Ok(vec![ConvertStep::SrgbU8ToLinearF32])
            } else if from_tf == to_tf {
                Ok(vec![ConvertStep::NaiveU8ToF32])
            } else {
                // Cross-depth + cross-TF: linearize/encode after the U8→F32 scale.
                // Previously dropped the TF math and returned bytes labeled with
                // the target TF — silent wrong pixels for any TF pair other than
                // {Srgb,Bt709}→Linear.
                let mut steps = Vec::with_capacity(3);
                steps.push(ConvertStep::NaiveU8ToF32);
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                Ok(steps)
            }
        }
        (ChannelType::F32, ChannelType::U8) => {
            // Fused sRGB OETF kernel — sRGB only (same reason as above).
            if from_tf == TransferFunction::Linear && to_tf == TransferFunction::Srgb {
                Ok(vec![ConvertStep::LinearF32ToSrgbU8])
            } else if from_tf == to_tf {
                Ok(vec![ConvertStep::NaiveF32ToU8])
            } else {
                // Linearize/encode in F32 first, then compress to U8.
                let mut steps = f32_tf_pair_steps(from_tf, to_tf);
                steps.push(ConvertStep::NaiveF32ToU8);
                Ok(steps)
            }
        }
        (ChannelType::U16, ChannelType::F32) => {
            // PQ/HLG U16 → Linear F32: apply EOTF during conversion.
            match (from_tf, to_tf) {
                (TransferFunction::Pq, TransferFunction::Linear) => {
                    Ok(vec![ConvertStep::PqU16ToLinearF32])
                }
                (TransferFunction::Hlg, TransferFunction::Linear) => {
                    Ok(vec![ConvertStep::HlgU16ToLinearF32])
                }
                (a, b) if a == b => Ok(vec![ConvertStep::U16ToF32]),
                _ => {
                    let mut steps = Vec::with_capacity(3);
                    steps.push(ConvertStep::U16ToF32);
                    steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                    Ok(steps)
                }
            }
        }
        (ChannelType::F32, ChannelType::U16) => {
            // Linear F32 → PQ/HLG U16: apply OETF during conversion.
            match (from_tf, to_tf) {
                (TransferFunction::Linear, TransferFunction::Pq) => {
                    Ok(vec![ConvertStep::LinearF32ToPqU16])
                }
                (TransferFunction::Linear, TransferFunction::Hlg) => {
                    Ok(vec![ConvertStep::LinearF32ToHlgU16])
                }
                (a, b) if a == b => Ok(vec![ConvertStep::F32ToU16]),
                _ => {
                    let mut steps = f32_tf_pair_steps(from_tf, to_tf);
                    steps.push(ConvertStep::F32ToU16);
                    Ok(steps)
                }
            }
        }
        (ChannelType::U16, ChannelType::U8) => {
            // HDR U16 → SDR U8: go through linear F32 with proper EOTF → OETF.
            if from_tf == TransferFunction::Pq && to_tf == TransferFunction::Srgb {
                Ok(vec![
                    ConvertStep::PqU16ToLinearF32,
                    ConvertStep::LinearF32ToSrgbU8,
                ])
            } else if from_tf == TransferFunction::Hlg && to_tf == TransferFunction::Srgb {
                Ok(vec![
                    ConvertStep::HlgU16ToLinearF32,
                    ConvertStep::LinearF32ToSrgbU8,
                ])
            } else if from_tf == to_tf {
                Ok(vec![ConvertStep::U16ToU8])
            } else {
                let mut steps = Vec::with_capacity(4);
                steps.push(ConvertStep::U16ToF32);
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                steps.push(ConvertStep::NaiveF32ToU8);
                Ok(steps)
            }
        }
        (ChannelType::U8, ChannelType::U16) => {
            if from_tf == to_tf {
                Ok(vec![ConvertStep::U8ToU16])
            } else {
                let mut steps = Vec::with_capacity(4);
                steps.push(ConvertStep::NaiveU8ToF32);
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                steps.push(ConvertStep::F32ToU16);
                Ok(steps)
            }
        }
        // F16 paths route through F32. No fused TF kernels yet — these are
        // optimization targets for a future pass.
        (ChannelType::F16, ChannelType::F32) => {
            let mut steps = Vec::with_capacity(3);
            steps.push(ConvertStep::F16ToF32);
            if from_tf != to_tf {
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
            }
            Ok(steps)
        }
        (ChannelType::F32, ChannelType::F16) => {
            let mut steps = Vec::with_capacity(3);
            if from_tf != to_tf {
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
            }
            steps.push(ConvertStep::F32ToF16);
            Ok(steps)
        }
        (ChannelType::F16, ChannelType::U8) => {
            let mut steps = Vec::with_capacity(4);
            steps.push(ConvertStep::F16ToF32);
            if from_tf == TransferFunction::Linear && to_tf == TransferFunction::Srgb {
                steps.push(ConvertStep::LinearF32ToSrgbU8);
            } else if from_tf == to_tf {
                steps.push(ConvertStep::NaiveF32ToU8);
            } else {
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                steps.push(ConvertStep::NaiveF32ToU8);
            }
            Ok(steps)
        }
        (ChannelType::U8, ChannelType::F16) => {
            let mut steps = Vec::with_capacity(4);
            if from_tf == TransferFunction::Srgb && to_tf == TransferFunction::Linear {
                steps.push(ConvertStep::SrgbU8ToLinearF32);
            } else if from_tf == to_tf {
                steps.push(ConvertStep::NaiveU8ToF32);
            } else {
                steps.push(ConvertStep::NaiveU8ToF32);
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
            }
            steps.push(ConvertStep::F32ToF16);
            Ok(steps)
        }
        (ChannelType::F16, ChannelType::U16) => {
            let mut steps = Vec::with_capacity(4);
            steps.push(ConvertStep::F16ToF32);
            if from_tf == TransferFunction::Linear && to_tf == TransferFunction::Pq {
                steps.push(ConvertStep::LinearF32ToPqU16);
            } else if from_tf == TransferFunction::Linear && to_tf == TransferFunction::Hlg {
                steps.push(ConvertStep::LinearF32ToHlgU16);
            } else if from_tf == to_tf {
                steps.push(ConvertStep::F32ToU16);
            } else {
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
                steps.push(ConvertStep::F32ToU16);
            }
            Ok(steps)
        }
        (ChannelType::U16, ChannelType::F16) => {
            let mut steps = Vec::with_capacity(4);
            if from_tf == TransferFunction::Pq && to_tf == TransferFunction::Linear {
                steps.push(ConvertStep::PqU16ToLinearF32);
            } else if from_tf == TransferFunction::Hlg && to_tf == TransferFunction::Linear {
                steps.push(ConvertStep::HlgU16ToLinearF32);
            } else if from_tf == to_tf {
                steps.push(ConvertStep::U16ToF32);
            } else {
                steps.push(ConvertStep::U16ToF32);
                steps.extend(f32_tf_pair_steps(from_tf, to_tf));
            }
            steps.push(ConvertStep::F32ToF16);
            Ok(steps)
        }
        _ => Err(ConvertError::NoPath {
            from: PixelDescriptor::new(from, ChannelLayout::Rgb, None, from_tf),
            to: PixelDescriptor::new(to, ChannelLayout::Rgb, None, to_tf),
        }),
    }
}

// ---------------------------------------------------------------------------
// Row conversion kernels
// ---------------------------------------------------------------------------

/// Pre-allocated scratch buffer for multi-step row conversions.
///
/// Eliminates per-row heap allocation by reusing two ping-pong halves
/// of a single buffer across calls. Create once per [`ConvertPlan`],
/// then pass to `convert_row_buffered` for each row.
pub(crate) struct ConvertScratch {
    /// Single allocation split into two halves via `split_at_mut`.
    /// Stored as `Vec<u32>` to guarantee 4-byte alignment, which lets
    /// garb and bytemuck use fast aligned paths instead of unaligned fallbacks.
    buf: Vec<u32>,
}

impl ConvertScratch {
    /// Create empty scratch (buffer grows on first use).
    pub(crate) fn new() -> Self {
        Self { buf: Vec::new() }
    }

    /// Ensure the buffer is large enough for two halves of the max
    /// intermediate format at the given width.
    fn ensure_capacity(&mut self, plan: &ConvertPlan, width: u32) {
        let half_bytes = (width as usize) * plan.max_intermediate_bpp();
        let total_u32 = (half_bytes * 2).div_ceil(4);
        if self.buf.len() < total_u32 {
            self.buf.resize(total_u32, 0);
        }
    }
}

impl core::fmt::Debug for ConvertScratch {
    fn fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result {
        f.debug_struct("ConvertScratch")
            .field("capacity", &self.buf.capacity())
            .finish()
    }
}

/// Convert one row of `width` pixels using a pre-computed plan.
///
/// `src` and `dst` must be sized for `width` pixels in their respective formats.
/// For multi-step plans, an internal scratch buffer is allocated per call.
/// Prefer [`RowConverter`](crate::RowConverter) in hot loops (reuses scratch buffers).
pub fn convert_row(plan: &ConvertPlan, src: &[u8], dst: &mut [u8], width: u32) {
    if plan.is_identity() {
        let len = min(src.len(), dst.len());
        dst[..len].copy_from_slice(&src[..len]);
        return;
    }

    if plan.steps.len() == 1 {
        apply_step_u8(&plan.steps[0], src, dst, width, plan.from, plan.to);
        return;
    }

    // Allocating fallback for one-off calls.
    let mut scratch = ConvertScratch::new();
    convert_row_buffered(plan, src, dst, width, &mut scratch);
}

/// Convert one row of `width` pixels, reusing pre-allocated scratch buffers.
///
/// For multi-step plans this avoids per-row heap allocation by ping-ponging
/// between two halves of a scratch buffer. Single-step plans bypass scratch.
pub(crate) fn convert_row_buffered(
    plan: &ConvertPlan,
    src: &[u8],
    dst: &mut [u8],
    width: u32,
    scratch: &mut ConvertScratch,
) {
    if plan.is_identity() {
        let len = min(src.len(), dst.len());
        dst[..len].copy_from_slice(&src[..len]);
        return;
    }

    if plan.steps.len() == 1 {
        apply_step_u8(&plan.steps[0], src, dst, width, plan.from, plan.to);
        return;
    }

    scratch.ensure_capacity(plan, width);

    let buf_bytes: &mut [u8] = bytemuck::cast_slice_mut(&mut scratch.buf);
    let half = buf_bytes.len() / 2;
    let (buf_a, buf_b) = buf_bytes.split_at_mut(half);

    let num_steps = plan.steps.len();
    let mut current_desc = plan.from;

    for (i, step) in plan.steps.iter().enumerate() {
        let is_last = i == num_steps - 1;
        let next_desc = if is_last {
            plan.to
        } else {
            intermediate_desc(current_desc, step)
        };

        let next_len = (width as usize) * next_desc.bytes_per_pixel();
        let curr_len = (width as usize) * current_desc.bytes_per_pixel();

        // Ping-pong: even steps read src/buf_b and write buf_a;
        // odd steps read buf_a and write buf_b. Each branch only
        // borrows each half in one mode, satisfying the borrow checker.
        if i % 2 == 0 {
            let input = if i == 0 { src } else { &buf_b[..curr_len] };
            if is_last {
                apply_step_u8(step, input, dst, width, current_desc, next_desc);
            } else {
                apply_step_u8(
                    step,
                    input,
                    &mut buf_a[..next_len],
                    width,
                    current_desc,
                    next_desc,
                );
            }
        } else {
            let input = &buf_a[..curr_len];
            if is_last {
                apply_step_u8(step, input, dst, width, current_desc, next_desc);
            } else {
                apply_step_u8(
                    step,
                    input,
                    &mut buf_b[..next_len],
                    width,
                    current_desc,
                    next_desc,
                );
            }
        }

        current_desc = next_desc;
    }
}

/// Check if two steps are inverses that cancel each other.
/// Collapse `[SrgbU8ToLinearF32, GamutMatrix*F32(m), LinearF32ToSrgbU8]`
/// into a single fused matlut step. Mutates in place.
fn fuse_matlut_patterns(steps: &mut Vec<ConvertStep>) {
    let mut i = 0;
    while i + 2 < steps.len() {
        let rewrite = match (&steps[i], &steps[i + 1], &steps[i + 2]) {
            (
                ConvertStep::SrgbU8ToLinearF32,
                ConvertStep::GamutMatrixRgbF32(m),
                ConvertStep::LinearF32ToSrgbU8,
            ) => Some(ConvertStep::FusedSrgbU8GamutRgb(*m)),
            (
                ConvertStep::SrgbU8ToLinearF32,
                ConvertStep::GamutMatrixRgbaF32(m),
                ConvertStep::LinearF32ToSrgbU8,
            ) => Some(ConvertStep::FusedSrgbU8GamutRgba(*m)),
            _ => None,
        };
        if let Some(fused) = rewrite {
            steps[i] = fused;
            steps.drain(i + 1..i + 3);
            continue;
        }
        i += 1;
    }
}

fn are_inverse(a: &ConvertStep, b: &ConvertStep) -> bool {
    matches!(
        (a, b),
        // Self-inverse
        (ConvertStep::SwizzleBgraRgba, ConvertStep::SwizzleBgraRgba)
        // Layout inverses (lossless for opaque data)
        | (ConvertStep::AddAlpha, ConvertStep::DropAlpha)
        // Transfer function f32↔f32 (exact inverses in float)
        | (ConvertStep::SrgbF32ToLinearF32, ConvertStep::LinearF32ToSrgbF32)
        | (ConvertStep::LinearF32ToSrgbF32, ConvertStep::SrgbF32ToLinearF32)
        | (ConvertStep::PqF32ToLinearF32, ConvertStep::LinearF32ToPqF32)
        | (ConvertStep::LinearF32ToPqF32, ConvertStep::PqF32ToLinearF32)
        | (ConvertStep::HlgF32ToLinearF32, ConvertStep::LinearF32ToHlgF32)
        | (ConvertStep::LinearF32ToHlgF32, ConvertStep::HlgF32ToLinearF32)
        | (ConvertStep::Bt709F32ToLinearF32, ConvertStep::LinearF32ToBt709F32)
        | (ConvertStep::LinearF32ToBt709F32, ConvertStep::Bt709F32ToLinearF32)
        | (ConvertStep::Gamma22F32ToLinearF32, ConvertStep::LinearF32ToGamma22F32)
        | (ConvertStep::LinearF32ToGamma22F32, ConvertStep::Gamma22F32ToLinearF32)
        // Alpha mode (exact inverses in float)
        | (ConvertStep::StraightToPremul, ConvertStep::PremulToStraight)
        | (ConvertStep::PremulToStraight, ConvertStep::StraightToPremul)
        // Color model (exact inverses in float)
        | (ConvertStep::LinearRgbToOklab, ConvertStep::OklabToLinearRgb)
        | (ConvertStep::OklabToLinearRgb, ConvertStep::LinearRgbToOklab)
        | (ConvertStep::LinearRgbaToOklaba, ConvertStep::OklabaToLinearRgba)
        | (ConvertStep::OklabaToLinearRgba, ConvertStep::LinearRgbaToOklaba)
        // Cross-depth pairs (near-lossless for same depth class)
        | (ConvertStep::NaiveU8ToF32, ConvertStep::NaiveF32ToU8)
        | (ConvertStep::NaiveF32ToU8, ConvertStep::NaiveU8ToF32)
        | (ConvertStep::U8ToU16, ConvertStep::U16ToU8)
        | (ConvertStep::U16ToU8, ConvertStep::U8ToU16)
        | (ConvertStep::U16ToF32, ConvertStep::F32ToU16)
        | (ConvertStep::F32ToU16, ConvertStep::U16ToF32)
        | (ConvertStep::F16ToF32, ConvertStep::F32ToF16)
        | (ConvertStep::F32ToF16, ConvertStep::F16ToF32)
        // Cross-depth with transfer (near-lossless roundtrip)
        | (ConvertStep::SrgbU8ToLinearF32, ConvertStep::LinearF32ToSrgbU8)
        | (ConvertStep::LinearF32ToSrgbU8, ConvertStep::SrgbU8ToLinearF32)
        | (ConvertStep::PqU16ToLinearF32, ConvertStep::LinearF32ToPqU16)
        | (ConvertStep::LinearF32ToPqU16, ConvertStep::PqU16ToLinearF32)
        | (ConvertStep::HlgU16ToLinearF32, ConvertStep::LinearF32ToHlgU16)
        | (ConvertStep::LinearF32ToHlgU16, ConvertStep::HlgU16ToLinearF32)
        // Extended-range sRGB f32 pairs
        | (ConvertStep::SrgbF32ToLinearF32Extended, ConvertStep::LinearF32ToSrgbF32Extended)
        | (ConvertStep::LinearF32ToSrgbF32Extended, ConvertStep::SrgbF32ToLinearF32Extended)
    )
}

/// Compute the descriptor after applying one step.
fn intermediate_desc(current: PixelDescriptor, step: &ConvertStep) -> PixelDescriptor {
    match step {
        ConvertStep::Identity => current,
        ConvertStep::SwizzleBgraRgba => {
            let new_layout = match current.layout() {
                ChannelLayout::Bgra => ChannelLayout::Rgba,
                ChannelLayout::Rgba => ChannelLayout::Bgra,
                other => other,
            };
            PixelDescriptor::new(
                current.channel_type(),
                new_layout,
                current.alpha(),
                current.transfer(),
            )
        }
        ConvertStep::AddAlpha => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgba,
            Some(AlphaMode::Straight),
            current.transfer(),
        ),
        ConvertStep::RgbToBgra => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Bgra,
            Some(AlphaMode::Straight),
            current.transfer(),
        ),
        ConvertStep::DropAlpha | ConvertStep::MatteComposite { .. } => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgb,
            None,
            current.transfer(),
        ),
        ConvertStep::GrayToRgb => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgb,
            None,
            current.transfer(),
        ),
        ConvertStep::GrayToRgba => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgba,
            Some(AlphaMode::Straight),
            current.transfer(),
        ),
        ConvertStep::RgbToGray { .. } | ConvertStep::RgbaToGray { .. } => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Gray,
            None,
            current.transfer(),
        ),
        ConvertStep::GrayAlphaToRgba => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgba,
            current.alpha(),
            current.transfer(),
        ),
        ConvertStep::GrayAlphaToRgb => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Rgb,
            None,
            current.transfer(),
        ),
        ConvertStep::GrayToGrayAlpha => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::GrayAlpha,
            Some(AlphaMode::Straight),
            current.transfer(),
        ),
        ConvertStep::GrayAlphaToGray => PixelDescriptor::new(
            current.channel_type(),
            ChannelLayout::Gray,
            None,
            current.transfer(),
        ),
        ConvertStep::SrgbU8ToLinearF32
        | ConvertStep::NaiveU8ToF32
        | ConvertStep::U16ToF32
        | ConvertStep::PqU16ToLinearF32
        | ConvertStep::HlgU16ToLinearF32
        | ConvertStep::PqF32ToLinearF32
        | ConvertStep::HlgF32ToLinearF32
        | ConvertStep::SrgbF32ToLinearF32
        | ConvertStep::SrgbF32ToLinearF32Extended
        | ConvertStep::Bt709F32ToLinearF32
        | ConvertStep::Gamma22F32ToLinearF32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Linear,
        ),
        ConvertStep::LinearF32ToSrgbU8 | ConvertStep::NaiveF32ToU8 | ConvertStep::U16ToU8 => {
            PixelDescriptor::new(
                ChannelType::U8,
                current.layout(),
                current.alpha(),
                TransferFunction::Srgb,
            )
        }
        ConvertStep::U8ToU16 => PixelDescriptor::new(
            ChannelType::U16,
            current.layout(),
            current.alpha(),
            current.transfer(),
        ),
        ConvertStep::F32ToU16 | ConvertStep::LinearF32ToPqU16 | ConvertStep::LinearF32ToHlgU16 => {
            let tf = match step {
                ConvertStep::LinearF32ToPqU16 => TransferFunction::Pq,
                ConvertStep::LinearF32ToHlgU16 => TransferFunction::Hlg,
                _ => current.transfer(),
            };
            PixelDescriptor::new(ChannelType::U16, current.layout(), current.alpha(), tf)
        }
        ConvertStep::LinearF32ToPqF32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Pq,
        ),
        ConvertStep::LinearF32ToHlgF32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Hlg,
        ),
        ConvertStep::LinearF32ToSrgbF32 | ConvertStep::LinearF32ToSrgbF32Extended => {
            PixelDescriptor::new(
                ChannelType::F32,
                current.layout(),
                current.alpha(),
                TransferFunction::Srgb,
            )
        }
        ConvertStep::LinearF32ToBt709F32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Bt709,
        ),
        ConvertStep::LinearF32ToGamma22F32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Gamma22,
        ),
        ConvertStep::StraightToPremul => PixelDescriptor::new(
            current.channel_type(),
            current.layout(),
            Some(AlphaMode::Premultiplied),
            current.transfer(),
        ),
        ConvertStep::PremulToStraight => PixelDescriptor::new(
            current.channel_type(),
            current.layout(),
            Some(AlphaMode::Straight),
            current.transfer(),
        ),
        ConvertStep::LinearRgbToOklab => PixelDescriptor::new(
            ChannelType::F32,
            ChannelLayout::Oklab,
            None,
            TransferFunction::Unknown,
        )
        .with_primaries(current.primaries),
        ConvertStep::OklabToLinearRgb => PixelDescriptor::new(
            ChannelType::F32,
            ChannelLayout::Rgb,
            None,
            TransferFunction::Linear,
        )
        .with_primaries(current.primaries),
        ConvertStep::LinearRgbaToOklaba => PixelDescriptor::new(
            ChannelType::F32,
            ChannelLayout::OklabA,
            Some(AlphaMode::Straight),
            TransferFunction::Unknown,
        )
        .with_primaries(current.primaries),
        ConvertStep::OklabaToLinearRgba => PixelDescriptor::new(
            ChannelType::F32,
            ChannelLayout::Rgba,
            current.alpha(),
            TransferFunction::Linear,
        )
        .with_primaries(current.primaries),

        // Gamut matrix: same depth/layout/TF, but primaries change.
        // The actual target primaries are embedded in the matrix, not tracked
        // here — we mark them as Unknown since the step doesn't carry that info.
        // The final plan.to descriptor has the correct primaries.
        ConvertStep::GamutMatrixRgbF32(_) => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Linear,
        ),
        ConvertStep::GamutMatrixRgbaF32(_) => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Linear,
        ),
        // Fused steps: u8 sRGB in, u8 sRGB out (same layout, same alpha).
        ConvertStep::FusedSrgbU8GamutRgb(_) | ConvertStep::FusedSrgbU8GamutRgba(_) => {
            PixelDescriptor::new(
                ChannelType::U8,
                current.layout(),
                current.alpha(),
                TransferFunction::Srgb,
            )
        }
        ConvertStep::FusedSrgbU16GamutRgb(_) => PixelDescriptor::new(
            ChannelType::U16,
            current.layout(),
            current.alpha(),
            TransferFunction::Srgb,
        ),
        ConvertStep::FusedSrgbU8ToLinearF32Rgb(_) => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            TransferFunction::Linear,
        ),
        ConvertStep::FusedLinearF32ToSrgbU8Rgb(_) => PixelDescriptor::new(
            ChannelType::U8,
            current.layout(),
            current.alpha(),
            TransferFunction::Srgb,
        ),
        // F16↔F32 depth-only steps. No TF implication: same TF on both sides.
        ConvertStep::F16ToF32 => PixelDescriptor::new(
            ChannelType::F32,
            current.layout(),
            current.alpha(),
            current.transfer(),
        ),
        ConvertStep::F32ToF16 => PixelDescriptor::new(
            ChannelType::F16,
            current.layout(),
            current.alpha(),
            current.transfer(),
        ),
    }
}

#[path = "convert_kernels.rs"]
mod convert_kernels;
use convert_kernels::apply_step_u8;
pub(crate) use convert_kernels::{hlg_eotf, hlg_oetf, pq_eotf, pq_oetf};