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Gemm

Struct Gemm 

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pub struct Gemm<'a> {
    pub x: &'a [f32],
    pub m: usize,
    pub k: usize,
    pub w: &'a [f32],
    pub n: usize,
    pub b: Option<&'a [f32]>,
    pub ep: Epilogue,
}
Expand description

One GEMM with its epilogue, y = ep(x wᵀ + b), split into tiles that any thread may run. Every output element is computed the same way whatever the split, so the split is free to follow the thread count.

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§x: &'a [f32]

[m, k].

§m: usize

Rows of x and y.

§k: usize

The reduction length.

§w: &'a [f32]

[n, k].

§n: usize

Columns of y.

§b: Option<&'a [f32]>

[n].

§ep: Epilogue

What happens to each result.

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impl Gemm<'_>

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pub fn run( &self, y: &mut [f32], threads: usize, spawn: impl FnOnce(usize, &(dyn Fn(usize) + Sync)), )

Runs the GEMM into y, handing spawn a task count and the task body to run for each.

§Panics

If a length does not match the shape.

Trait Implementations§

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impl<'a> Clone for Gemm<'a>

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fn clone(&self) -> Self

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<'a> Copy for Gemm<'a>

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impl<'a> Debug for Gemm<'a>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<'a> Freeze for Gemm<'a>

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impl<'a> RefUnwindSafe for Gemm<'a>

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impl<'a> Send for Gemm<'a>

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impl<'a> Sync for Gemm<'a>

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impl<'a> Unpin for Gemm<'a>

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impl<'a> UnsafeUnpin for Gemm<'a>

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impl<'a> UnwindSafe for Gemm<'a>

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = !

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, !>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.