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CombinedSingleSsdGrads

Struct CombinedSingleSsdGrads 

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#[non_exhaustive]
pub struct CombinedSingleSsdGrads<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_gamma_bnlh: F<B, 4>, pub d_scale_bnlh: F<B, 4>, pub d_initial_state_bhpr: F<B, 4>, }
Expand description

Per-input gradients produced by combined_backward for the Single-SSD. Adds d_gamma_bnlh and d_scale_bnlh over the double-ssd form crate::mamba3::double_ssd::ssd::serial_recalculated::combined_backward::CombinedGrads.

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 raw 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_gamma_bnlh: F<B, 4>

Gradient of the same-step trapezoid weight γ.

§d_scale_bnlh: F<B, 4>

Gradient of the key scale scale = γ + (1−λ₊₁)·Δ₊₁.

§d_initial_state_bhpr: F<B, 4>

Gradient of the initial SSM state.

Auto Trait Implementations§

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

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

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impl<B> Send for CombinedSingleSsdGrads<B>

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impl<B> Sync for CombinedSingleSsdGrads<B>

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

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

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

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impl<T> From<T> for T

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fn from(t: T) -> T

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