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Dtype

Enum Dtype 

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pub enum Dtype {
Show 13 variants F32, F64, F16, BF16, U8, U16, U32, U64, I8, I16, I32, I64, Bool,
}
Expand description

Runtime dtype tag for AnyTensor and any caller that needs to dispatch over the framework’s known tensor dtypes.

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F32

32-bit IEEE 754 float — corresponds to TYPE_TENSOR_F32.

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F64

64-bit IEEE 754 float — corresponds to TYPE_TENSOR_F64.

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F16

16-bit IEEE 754 half — corresponds to TYPE_TENSOR_F16. Stored as half::f16.

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BF16

16-bit bfloat (Google’s brain-float) — corresponds to TYPE_TENSOR_BF16. Stored as half::bf16.

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U8

8-bit unsigned — corresponds to TYPE_TENSOR_U8.

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U16

16-bit unsigned — corresponds to TYPE_TENSOR_U16.

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U32

32-bit unsigned — corresponds to TYPE_TENSOR_U32.

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U64

64-bit unsigned — corresponds to TYPE_TENSOR_U64.

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I8

8-bit signed — corresponds to TYPE_TENSOR_I8 (edge quantization).

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I16

16-bit signed — corresponds to TYPE_TENSOR_I16.

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I32

32-bit signed — corresponds to TYPE_TENSOR_I32.

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I64

64-bit signed — corresponds to TYPE_TENSOR_I64 (indices, embeddings).

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Bool

1-bit boolean — corresponds to TYPE_TENSOR_BOOL (masks, predicates).

Implementations§

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impl Dtype

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pub fn type_node(self) -> &'static TypeNode

Return the framework TypeNode static for this dtype.

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impl Clone for Dtype

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fn clone(&self) -> Dtype

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 Copy for Dtype

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impl Debug for Dtype

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

Formats the value using the given formatter. Read more
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impl Eq for Dtype

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impl PartialEq for Dtype

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fn eq(&self, other: &Dtype) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for Dtype

Auto Trait Implementations§

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impl Freeze for Dtype

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impl RefUnwindSafe for Dtype

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impl Send for Dtype

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impl Sync for Dtype

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impl Unpin for Dtype

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impl UnsafeUnpin for Dtype

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impl UnwindSafe for Dtype

Blanket Implementations§

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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> ErasedComponent for T
where T: Any + Send + Sync,

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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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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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> 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 = Infallible

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

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.
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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more