pub struct RegisterTile<N: Numeric> {
pub tile: UnitTile<N>,
pub matrix_layout: MatrixLayout,
pub tile_size: TileSize,
pub product_type: ProductType,
}Expand description
Register-resident matmul tile. Built on top of UnitTile (per-unit full
register copy of the data). Holds only the minimal comptime data the tile
body uses (tile_size + product_type); rowwise / elementwise ops are
delegated to the inner UnitTile. The matmul-level configuration lives
in cubek-matmul as RegisterMatmul.
Fields§
§tile: UnitTile<N>§matrix_layout: MatrixLayout§tile_size: TileSize§product_type: ProductTypeImplementations§
Source§impl<E: Float> RegisterTile<E>
impl<E: Float> RegisterTile<E>
pub fn row_max(&self, acc: &mut RowWise<E>, base: &RowWise<E>)
pub fn row_sum(&self, acc: &mut RowWise<E>)
pub fn exp_diff(&mut self, rowwise: &RowWise<E>)
pub fn rowwise_scale(&mut self, scale: &RowWise<E>)
pub fn scale_and_mask<M: Mask>(&mut self, scale: E, mask: &M)
pub fn fill_zero(&mut self)
Sourcepub fn write_to<Lhs: Float>(&self, dest: &mut RegisterTile<Lhs>)
pub fn write_to<Lhs: Float>(&self, dest: &mut RegisterTile<Lhs>)
Cast-copies this register tile into dest. Used by per-variant softmax
helpers when writing the post-softmax score into a same-storage
destination.
pub fn __expand_row_max( scope: &Scope, this: &<Self as CubeType>::ExpandType, acc: &mut <RowWise<E> as CubeType>::ExpandType, base: &<RowWise<E> as CubeType>::ExpandType, )
pub fn __expand_row_sum( scope: &Scope, this: &<Self as CubeType>::ExpandType, acc: &mut <RowWise<E> as CubeType>::ExpandType, )
pub fn __expand_exp_diff( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, rowwise: &<RowWise<E> as CubeType>::ExpandType, )
pub fn __expand_rowwise_scale( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, scale: &<RowWise<E> as CubeType>::ExpandType, )
pub fn __expand_scale_and_mask<M: Mask>( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, scale: <E as CubeType>::ExpandType, mask: &<M as CubeType>::ExpandType, )
pub fn __expand_fill_zero( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, )
Sourcepub fn __expand_write_to<Lhs: Float>(
scope: &Scope,
this: &<Self as CubeType>::ExpandType,
dest: &mut <RegisterTile<Lhs> as CubeType>::ExpandType,
)
pub fn __expand_write_to<Lhs: Float>( scope: &Scope, this: &<Self as CubeType>::ExpandType, dest: &mut <RegisterTile<Lhs> as CubeType>::ExpandType, )
Cast-copies this register tile into dest. Used by per-variant softmax
helpers when writing the post-softmax score into a same-storage
destination.
Source§impl<A: Numeric> RegisterTile<A>
impl<A: Numeric> RegisterTile<A>
Sourcepub fn mma<L: Numeric, R: Numeric>(
&mut self,
lhs: &RegisterTile<L>,
rhs: &RegisterTile<R>,
)
pub fn mma<L: Numeric, R: Numeric>( &mut self, lhs: &RegisterTile<L>, rhs: &RegisterTile<R>, )
Executes lhs · rhs, accumulating into self via the configured
inner/outer software product.
Sourcepub fn __expand_mma<L: Numeric, R: Numeric>(
scope: &Scope,
this: &mut <Self as CubeType>::ExpandType,
lhs: &<RegisterTile<L> as CubeType>::ExpandType,
rhs: &<RegisterTile<R> as CubeType>::ExpandType,
)
pub fn __expand_mma<L: Numeric, R: Numeric>( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, lhs: &<RegisterTile<L> as CubeType>::ExpandType, rhs: &<RegisterTile<R> as CubeType>::ExpandType, )
Executes lhs · rhs, accumulating into self via the configured
inner/outer software product.
Source§impl<N: Numeric> RegisterTile<N>
impl<N: Numeric> RegisterTile<N>
Sourcepub fn copy_from<SE: Numeric, SS: Size, Sc: TileScope>(
&mut self,
source: &Tile<SE, Sc>,
ident: StageIdent,
)
pub fn copy_from<SE: Numeric, SS: Size, Sc: TileScope>( &mut self, source: &Tile<SE, Sc>, ident: StageIdent, )
Copies into the register tile from source. Supported sources:
Shared (product-type-aware load) and None (zero-init).
pub fn init_zero(&mut self, ident: StageIdent)
Sourcepub fn __expand_copy_from<SE: Numeric, SS: Size, Sc: TileScope>(
scope: &Scope,
this: &mut <Self as CubeType>::ExpandType,
source: &<Tile<SE, Sc> as CubeType>::ExpandType,
ident: StageIdent,
)
pub fn __expand_copy_from<SE: Numeric, SS: Size, Sc: TileScope>( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, source: &<Tile<SE, Sc> as CubeType>::ExpandType, ident: StageIdent, )
Copies into the register tile from source. Supported sources:
Shared (product-type-aware load) and None (zero-init).
pub fn __expand_init_zero( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, ident: StageIdent, )
Source§impl<Acc: Float> RegisterTile<Acc>
impl<Acc: Float> RegisterTile<Acc>
Sourcepub fn softmax<Lhs: Float, M: Mask>(
&mut self,
mask: &M,
softmaxed: &mut Tile<Lhs, Plane>,
state: &mut (RowWise<Acc>, RowWise<Acc>),
head_dim_factor: Acc,
) -> RowWise<Acc>
pub fn softmax<Lhs: Float, M: Mask>( &mut self, mask: &M, softmaxed: &mut Tile<Lhs, Plane>, state: &mut (RowWise<Acc>, RowWise<Acc>), head_dim_factor: Acc, ) -> RowWise<Acc>
Online softmax for the Register variant (legacy direct-register
attention path). Destination must be another RegisterTile.
Sourcepub fn __expand_softmax<Lhs: Float, M: Mask>(
scope: &Scope,
this: &mut <Self as CubeType>::ExpandType,
mask: &<M as CubeType>::ExpandType,
softmaxed: &mut <Tile<Lhs, Plane> as CubeType>::ExpandType,
state: &mut (<RowWise<Acc> as CubeType>::ExpandType, <RowWise<Acc> as CubeType>::ExpandType),
head_dim_factor: <Acc as CubeType>::ExpandType,
) -> <RowWise<Acc> as CubeType>::ExpandType
pub fn __expand_softmax<Lhs: Float, M: Mask>( scope: &Scope, this: &mut <Self as CubeType>::ExpandType, mask: &<M as CubeType>::ExpandType, softmaxed: &mut <Tile<Lhs, Plane> as CubeType>::ExpandType, state: &mut (<RowWise<Acc> as CubeType>::ExpandType, <RowWise<Acc> as CubeType>::ExpandType), head_dim_factor: <Acc as CubeType>::ExpandType, ) -> <RowWise<Acc> as CubeType>::ExpandType
Online softmax for the Register variant (legacy direct-register
attention path). Destination must be another RegisterTile.
Trait Implementations§
Source§impl<N: Numeric> CubeType for RegisterTile<N>
impl<N: Numeric> CubeType for RegisterTile<N>
type ExpandType = RegisterTileExpand<N>
Auto Trait Implementations§
impl<N> Freeze for RegisterTile<N>where
N: Freeze,
impl<N> RefUnwindSafe for RegisterTile<N>where
N: RefUnwindSafe,
impl<N> Send for RegisterTile<N>
impl<N> Sync for RegisterTile<N>
impl<N> Unpin for RegisterTile<N>where
N: Unpin,
impl<N> UnsafeUnpin for RegisterTile<N>where
N: UnsafeUnpin,
impl<N> UnwindSafe for RegisterTile<N>where
N: UnwindSafe,
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ
fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more