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CoreSemanticOp

tenferro_runtime::program

Enum CoreSemanticOp 

Source 
#[non_exhaustive]
pub enum CoreSemanticOp {

Show 51 variants    Add,
    Sub,
    Mul,
    Neg,
    Conj,
    DotGeneral {
        config: DotGeneralConfig,
    },
    Transpose {
        perm: Vec<usize>,
    },
    Reshape {
        to_shape: Vec<DimExpr>,
    },
    BroadcastInDim {
        shape: Vec<DimExpr>,
        dims: Vec<usize>,
    },
    Convert {
        from: DType,
        to: DType,
    },
    Constant {
        dtype: DType,
        bytes: Vec<u8>,
    },
    ReduceSum {
        axes: Vec<usize>,
    },
    ReduceSumSquares {
        axes: Vec<usize>,
    },
    Div,
    Rem,
    Abs,
    Sign,
    Maximum,
    Minimum,
    Compare(CompareDir),
    Select,
    Clamp,
    Exp,
    Log,
    Sin,
    Cos,
    Tanh,
    Sqrt,
    Rsqrt,
    Pow,
    Expm1,
    Log1p,
    ExtractDiag {
        axis_a: usize,
        axis_b: usize,
    },
    EmbedDiag {
        axis_a: usize,
        axis_b: usize,
    },
    Tril {
        k: i64,
    },
    Triu {
        k: i64,
    },
    Gather(GatherConfig),
    GatherDynamicSliceSizes {
        offset_dims: Vec<usize>,
        collapsed_slice_dims: Vec<usize>,
        start_index_map: Vec<usize>,
        index_vector_dim: usize,
        slice_sizes: Vec<DimExpr>,
    },
    Scatter(ScatterConfig),
    Slice(SliceConfig),
    DynamicSlice {
        slice_sizes: Vec<usize>,
    },
    DynamicUpdateSlice,
    Pad(PadConfig),
    Concatenate {
        axis: usize,
        input_count: usize,
    },
    Reverse {
        axes: Vec<usize>,
    },
    ShapeOf {
        axis: usize,
    },
    DynamicTruncate {
        axis: usize,
    },
    PadToMatch {
        axis: usize,
    },
    ReduceProd {
        axes: Vec<usize>,
    },
    ReduceMax {
        axes: Vec<usize>,
    },
    ReduceMin {
        axes: Vec<usize>,
    },

}
Expand description

Closed backend-neutral vocabulary of core semantic tensor operations.

Variants (Non-exhaustive)§

This enum is marked as non-exhaustive
Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.
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Add

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Sub

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Mul

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Neg

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Conj

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DotGeneral

Fields

§config: DotGeneralConfig
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Transpose

Fields

§perm: Vec<usize>
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Reshape

Fields

§to_shape: Vec<DimExpr>
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BroadcastInDim

Fields

§shape: Vec<DimExpr>
§dims: Vec<usize>
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Convert

Fields

§from: DType
§to: DType
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Constant

Fields

§dtype: DType
§bytes: Vec<u8>
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ReduceSum

Fields

§axes: Vec<usize>
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ReduceSumSquares

Fields

§axes: Vec<usize>
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Div

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Rem

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Abs

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Sign

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Maximum

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Minimum

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Compare(CompareDir)

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Select

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Clamp

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Exp

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Log

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Sin

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Cos

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Tanh

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Sqrt

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Rsqrt

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Pow

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Expm1

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Log1p

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ExtractDiag

Fields

§axis_a: usize
§axis_b: usize
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EmbedDiag

Fields

§axis_a: usize
§axis_b: usize
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Tril

Fields

§k: i64
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Triu

Fields

§k: i64
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Gather(GatherConfig)

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GatherDynamicSliceSizes

Fields

§offset_dims: Vec<usize>
§collapsed_slice_dims: Vec<usize>
§start_index_map: Vec<usize>
§index_vector_dim: usize
§slice_sizes: Vec<DimExpr>
§

Scatter(ScatterConfig)

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Slice(SliceConfig)

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DynamicSlice

Fields

§slice_sizes: Vec<usize>
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DynamicUpdateSlice

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Pad(PadConfig)

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Concatenate

Fields

§axis: usize
§input_count: usize
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Reverse

Fields

§axes: Vec<usize>
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ShapeOf

Fields

§axis: usize
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DynamicTruncate

Fields

§axis: usize
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PadToMatch

Fields

§axis: usize
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ReduceProd

Fields

§axes: Vec<usize>
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ReduceMax

Fields

§axes: Vec<usize>
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ReduceMin

Fields

§axes: Vec<usize>

Trait Implementations§

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impl Clone for CoreSemanticOp

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fn clone(&self) -> CoreSemanticOp

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 Debug for CoreSemanticOp

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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 From<&CoreSemanticOp> for StdTensorOp

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fn from(op: &CoreSemanticOp) -> Self

Converts to this type from the input type.
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impl PartialEq for CoreSemanticOp

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fn eq(&self, other: &CoreSemanticOp) -> 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 TryFrom<&StdTensorOp> for CoreSemanticOp

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type Error = CoreSemanticOpConversionError

The type returned in the event of a conversion error.
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fn try_from(op: &StdTensorOp) -> Result<Self, Self::Error>

Performs the conversion.
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impl StructuralPartialEq for CoreSemanticOp

Auto Trait 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> 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> IntoEither for T

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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 more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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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> MaybeSend for T
where T: Send,

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impl<T> MaybeSendSync for T
where T: Send + Sync,

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