DType

Enum DType 

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#[repr(u8)]
pub enum DType { F16 = 0, BF16 = 1, F32 = 2, F64 = 3, I32 = 4, I64 = 5, U8 = 6, Bool = 7, }
Expand description

Supported tensor data types

Volta internally uses a byte buffer + dtype tag approach, allowing runtime flexibility for mixed-precision operations and easy loading of external model formats.

Variants§

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F16 = 0

16-bit floating point (IEEE 754 half precision)

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BF16 = 1

16-bit brain floating point (truncated f32 mantissa)

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F32 = 2

32-bit floating point (default)

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F64 = 3

64-bit floating point

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I32 = 4

32-bit signed integer

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I64 = 5

64-bit signed integer

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U8 = 6

8-bit unsigned integer

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Bool = 7

Boolean (stored as u8)

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impl DType

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pub fn size_of(&self) -> usize

Returns the size in bytes of a single element of this dtype

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pub fn name(&self) -> &'static str

Returns the name of this dtype as a string

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pub fn is_float(&self) -> bool

Returns true if this is a floating-point type

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pub fn is_int(&self) -> bool

Returns true if this is an integer type

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pub fn promote(a: DType, b: DType) -> DType

Determines the result dtype when two dtypes are combined in an operation. Follows type promotion rules similar to PyTorch/NumPy.

Trait Implementations§

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impl Clone for DType

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fn clone(&self) -> DType

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DType

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

Formats the value using the given formatter. Read more
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impl Default for DType

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fn default() -> DType

Returns the “default value” for a type. Read more
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impl Display for DType

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

Formats the value using the given formatter. Read more
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impl Hash for DType

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fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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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 ==.
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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 Copy for DType

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impl Eq for DType

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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 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<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> Downcast<T> for T

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fn downcast(&self) -> &T

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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. 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> 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> ToString for T
where T: Display + ?Sized,

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fn to_string(&self) -> String

Converts the given value to a String. 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> Upcast<T> for T

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fn upcast(&self) -> Option<&T>

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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T

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impl<T> WasmNotSync for T
where T: Sync,