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CombinedGrads

#[non_exhaustive]
pub struct CombinedGrads<B: Backend> { pub d_v_bnlmhp: F<B, 6>, pub d_da_bnlh: F<B, 4>, pub d_b_bnlmhr: F<B, 6>, pub d_c_bnlmhr: F<B, 6>, pub d_initial_state_bhpr: F<B, 4>, }
Expand description

Per-input gradients produced by combined_backward (one field per differentiable forward input of the double-SSD scan).

Fields (Non-exhaustive)§

This struct is marked as non-exhaustive
Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.
§d_v_bnlmhp: F<B, 6>

Gradient of the (pre-scaled) input v.

§d_da_bnlh: F<B, 4>

Gradient of Δ·A (da).

§d_b_bnlmhr: F<B, 6>

Gradient of the input projection B.

§d_c_bnlmhr: F<B, 6>

Gradient of the output projection C.

§d_initial_state_bhpr: F<B, 4>

Gradient of the initial SSM state.

Auto Trait Implementations§

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impl<B> Freeze for CombinedGrads<B>
where <B as BackendTypes>::FloatTensorPrimitive: Freeze,

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impl<B> RefUnwindSafe for CombinedGrads<B>
where <B as BackendTypes>::FloatTensorPrimitive: RefUnwindSafe,

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impl<B> Send for CombinedGrads<B>

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impl<B> Sync for CombinedGrads<B>

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impl<B> Unpin for CombinedGrads<B>
where <B as BackendTypes>::FloatTensorPrimitive: Unpin,

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impl<B> UnsafeUnpin for CombinedGrads<B>
where <B as BackendTypes>::FloatTensorPrimitive: UnsafeUnpin,

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impl<B> UnwindSafe for CombinedGrads<B>
where <B as BackendTypes>::FloatTensorPrimitive: UnwindSafe,

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impl<T> Any for T
where T: 'static + ?Sized,

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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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).

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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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.