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TreeAttentionParams

mlx_native::ops::tree_attention

Struct TreeAttentionParams

pub struct TreeAttentionParams {
    pub num_heads: u32,
    pub num_kv_heads: u32,
    pub head_dim: u32,
    pub kv_seq_len: u32,
    pub kv_capacity: u32,
    pub scale: f32,
    pub q_seq_len: u32,
    pub mask_stride: u32,
}

Expand description

Parameters for the tree-attention kernel.

Fields§

§num_heads: u32§num_kv_heads: u32§head_dim: u32§kv_seq_len: u32§kv_capacity: u32§scale: f32§q_seq_len: u32

Number of tree nodes (queries) to verify in this dispatch.

§mask_stride: u32

Stride between rows of the mask buffer. Must be >= kv_seq_len. Callers usually pass mask_stride == kv_seq_len for tight packing; higher values are legal but waste memory.

Trait Implementations§

impl Clone for TreeAttentionParams

fn clone(&self) -> TreeAttentionParams

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

impl Copy for TreeAttentionParams

impl Debug for TreeAttentionParams

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

impl Freeze for TreeAttentionParams

impl RefUnwindSafe for TreeAttentionParams

impl Send for TreeAttentionParams

impl Sync for TreeAttentionParams

impl Unpin for TreeAttentionParams

impl UnsafeUnpin for TreeAttentionParams

impl UnwindSafe for TreeAttentionParams

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.