pub enum StorageFormat {
Int8Widened,
NativeInt4,
}Expand description
How quantized values are stored on disk inside the ONNX initializer.
ONNX DequantizeLinear accepted only INT8 inputs before opset 21. From
opset 21 it also accepts native INT4 (and UINT4), which is 2× smaller
on disk.
Variants§
Int8Widened
INT4 values widened to INT8 bytes. Compatible with opset 10+ — the default for backward compatibility, but gives only 4× compression.
NativeInt4
Native DataType::Int4 with two values packed per byte. Requires
opset 21. Gives the full 8× compression for INT4 models.
Trait Implementations§
Source§impl Clone for StorageFormat
impl Clone for StorageFormat
Source§fn clone(&self) -> StorageFormat
fn clone(&self) -> StorageFormat
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 StorageFormat
impl Debug for StorageFormat
Source§impl PartialEq for StorageFormat
impl PartialEq for StorageFormat
impl Copy for StorageFormat
impl Eq for StorageFormat
impl StructuralPartialEq for StorageFormat
Auto Trait Implementations§
impl Freeze for StorageFormat
impl RefUnwindSafe for StorageFormat
impl Send for StorageFormat
impl Sync for StorageFormat
impl Unpin for StorageFormat
impl UnsafeUnpin for StorageFormat
impl UnwindSafe for StorageFormat
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<T> Downcast for Twhere
T: Any,
impl<T> Downcast for Twhere
T: Any,
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then be further downcast into Box<ConcreteType> where ConcreteType implements Trait.Source§fn into_any_rc(self: Rc<T>) -> Rc<dyn Any>
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further downcast into Rc<ConcreteType> where ConcreteType implements Trait.Source§fn as_any(&self) -> &(dyn Any + 'static)
fn as_any(&self) -> &(dyn Any + 'static)
Convert
&Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot
generate &Any’s vtable from &Trait’s.Source§fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)
fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)
Convert
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impl<T> DowncastSync for T
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§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> 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 more