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EagerValue

Struct EagerValue 

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pub struct EagerValue<Op: GraphOp> {
    pub key: GlobalValKey<Op>,
    pub node: Option<Arc<GradNode<Op>>>,
    pub requires_grad: bool,
    pub data: Arc<Op::Operand>,
}
Expand description

Eager frontend input descriptor for generic AD recording.

Downstream frontends execute the primal operation themselves, then pass one EagerValue per concrete input to record_eager_op.

§Examples

let input = tidu::EagerValue {
    key: tensor.key.clone(),
    node: tensor.grad_node.clone(),
    requires_grad: tensor.requires_grad,
    data: tensor.data.clone(),
};

Fields§

§key: GlobalValKey<Op>

User-visible eager value key used for cotangent accumulation.

§node: Option<Arc<GradNode<Op>>>

Grad node that produced this value, or None for leaves.

§requires_grad: bool

Whether this value participates in reverse-mode propagation.

§data: Arc<Op::Operand>

Concrete primal data for saved forward replay.

Auto Trait Implementations§

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impl<Op> Freeze for EagerValue<Op>
where <Op as GraphOp>::InputKey: Freeze, Op: Freeze,

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impl<Op> RefUnwindSafe for EagerValue<Op>
where <Op as GraphOp>::InputKey: RefUnwindSafe, Op: RefUnwindSafe, <Op as GraphOp>::Operand: RefUnwindSafe,

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impl<Op> Send for EagerValue<Op>

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impl<Op> Sync for EagerValue<Op>

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impl<Op> Unpin for EagerValue<Op>
where <Op as GraphOp>::InputKey: Unpin, Op: Unpin,

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impl<Op> UnsafeUnpin for EagerValue<Op>
where <Op as GraphOp>::InputKey: UnsafeUnpin, Op: UnsafeUnpin,

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impl<Op> UnwindSafe for EagerValue<Op>
where <Op as GraphOp>::InputKey: UnwindSafe + RefUnwindSafe, <Op as GraphOp>::Operand: RefUnwindSafe, Op: UnwindSafe + RefUnwindSafe,

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> 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, 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.