Struct CustomOperator

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pub struct CustomOperator {Show 15 fields
    pub name: String,
    pub namespace: String,
    pub qualified_name: String,
    pub forward_fn: CustomOpFn,
    pub shape_fn: Option<ShapeInferenceFn>,
    pub gradient_fn: Option<GradientFn>,
    pub input_specs: Vec<ArgumentSpec>,
    pub output_specs: Vec<ArgumentSpec>,
    pub is_differentiable: bool,
    pub metadata: HashMap<String, String>,
    pub performance_hints: PerformanceHints,
    pub type_validator: Option<TypeValidatorFn>,
    pub memory_optimizer: Option<MemoryOptimizerFn>,
    pub backend_impls: HashMap<String, CustomOpFn>,
    pub fusion_info: FusionInfo,
}

Expand description

Custom operator definition

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§name: String

Operator name

§namespace: String

Namespace (e.g., “torsh”, “user”)

§qualified_name: String

Full qualified name (namespace::name)

§forward_fn: CustomOpFn

Forward computation function

§shape_fn: Option<ShapeInferenceFn>

Shape inference function

§gradient_fn: Option<GradientFn>

Gradient computation function (for autograd)

§input_specs: Vec<ArgumentSpec>

Input argument specifications

§output_specs: Vec<ArgumentSpec>

Output specifications

§is_differentiable: bool

Whether this operator is differentiable

§metadata: HashMap<String, String>

Additional metadata

§performance_hints: PerformanceHints

Performance characteristics

§type_validator: Option<TypeValidatorFn>

Type validation function

§memory_optimizer: Option<MemoryOptimizerFn>

Memory optimization function

§backend_impls: HashMap<String, CustomOpFn>

Backend-specific implementations

§fusion_info: FusionInfo

Fusion compatibility information

Auto Trait Implementations§

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impl UnsafeUnpin for CustomOperator

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> 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 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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