pub enum GpuDistanceMetric {
Cosine,
Euclidean,
InnerProduct,
CosineF16,
EuclideanF16,
}Expand description
Distance metric type for GPU kernels
Variants§
Cosine
Cosine similarity (most common for embeddings)
Euclidean
Euclidean / L2 distance
InnerProduct
Inner product / dot product
CosineF16
FP16 cosine (faster, slight precision loss)
EuclideanF16
FP16 Euclidean (faster, slight precision loss)
Trait Implementations§
Source§impl Clone for GpuDistanceMetric
impl Clone for GpuDistanceMetric
Source§fn clone(&self) -> GpuDistanceMetric
fn clone(&self) -> GpuDistanceMetric
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for GpuDistanceMetric
impl Debug for GpuDistanceMetric
Source§impl<'de> Deserialize<'de> for GpuDistanceMetric
impl<'de> Deserialize<'de> for GpuDistanceMetric
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Source§impl PartialEq for GpuDistanceMetric
impl PartialEq for GpuDistanceMetric
Source§impl Serialize for GpuDistanceMetric
impl Serialize for GpuDistanceMetric
impl Copy for GpuDistanceMetric
impl Eq for GpuDistanceMetric
impl StructuralPartialEq for GpuDistanceMetric
Auto Trait Implementations§
impl Freeze for GpuDistanceMetric
impl RefUnwindSafe for GpuDistanceMetric
impl Send for GpuDistanceMetric
impl Sync for GpuDistanceMetric
impl Unpin for GpuDistanceMetric
impl UnsafeUnpin for GpuDistanceMetric
impl UnwindSafe for GpuDistanceMetric
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
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key and return true if they are equal.Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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>
Converts
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>
Converts
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.