zoomvtools 1.1.1

Video motion vector analysis utilities in pure Rust
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# REFINEMENT KNOWLEDGE BASE

**Generated:** 2026-04-17

## OVERVIEW

Sub-pixel interpolation filters for motion search refinement. Provides half-pixel and quarter-pixel samples.

## STRUCTURE

```
src/refine/
├── bicubic/   # 4-tap Catmull-Rom (rust.rs + avx2.rs + avx512.rs + tests.rs)
├── bilinear/  # 2-tap averaging; 3 kernels H/V/D (rust.rs + avx2.rs + avx512.rs + tests.rs)
├── wiener/    # 6-tap optimized; fast + exact u16 paths (rust.rs + avx2.rs + avx512.rs + tests.rs)
└── refine.rs  # Module root, refine_ext_pel{2,4} orchestration
```

## WHERE TO LOOK

| Area     | Location    | Notes                                      |
| -------- | ----------- | ------------------------------------------ |
| Bilinear | `bilinear/` | 2-tap averaging; fastest; 3 kernels: H/V/D |
| Bicubic  | `bicubic/`  | 4-tap Catmull-Rom; smoother than bilinear  |
| Wiener   | `wiener/`   | 6-tap optimized; highest quality           |

## CONVENTIONS (REFINE-SPECIFIC)

- Each method directory: `rust.rs` + `avx2.rs` + `avx512.rs` + `tests.rs`; AVX2 compiles with `avx2`, AVX-512 with `avx512`.
- Called from `MVPlane::refine()` as sub-pixel interpolation backend.
- `SubpelMethod` values: `Bilinear = 0`, `Bicubic = 1`, `Wiener = 2`. Never change numeric values.
- Output window counts fixed by pel factor: `pel2` = 3 windows, `pel4` = 15 windows.
- H/V/D passes must stay numerically consistent between scalar, AVX2, and AVX-512 paths.
- AVX-512 implementations mirror `src/sad/avx512.rs` dispatch: runtime picks `has_avx512()` first, then `has_avx2()`, then scalar.
- Refine widths are runtime, so AVX-512 kernels use three in-function phases with shared loop counters: AVX-512 main loop, AVX2 tail loop, then scalar tail.
- Shared per-iteration AVX2 kernels live in `avx2.rs` as `#[target_feature(enable = "avx2")] #[inline] pub(super) unsafe fn` helpers, reused by both AVX2 entries and AVX-512 Phase-2 tails. Trivial single-intrinsic cases stay inline at call sites.
- Current shared helpers: `apply_diagonal_bilinear_u{8,16}_avx2`, `apply_bicubic_kernel_{u8,u16_fast,u16_exact}_avx2`, `apply_wiener_kernel_{u8_fast,u16_fast,u16}`.
- All AVX-512 functions use `#[target_feature(enable = "avx2,avx512f,avx512cd,avx512vl,avx512dq,avx512bw")]`.
- Test generator macros cover `rust`, `avx2`, and `avx512` backends. Each `tests.rs` exposes `should_run(module)` and compiles SIMD backends behind matching Cargo features.

## ANTI-PATTERNS (REFINE)

| Pattern                                | Status      | Replacement                            |
| -------------------------------------- | ----------- | -------------------------------------- |
| Changing `SubpelMethod` numeric values | FORBIDDEN   | Keep wire values stable (`0/1/2`)      |
| Generating incomplete window sets      | FORBIDDEN   | Always emit full set for `pel2`/`pel4` |
| Divergent scalar/SIMD coefficients     | DENIED      | Keep taps/rounding identical           |
| Bypassing `MVPlane::refine()` dispatch | DISCOURAGED | Route through central refine path      |