Module vectorize 

Auto-Vectorization Pass

This module implements auto-vectorization for Loop IR, transforming scalar operations to SIMD operations based on loop analysis.

M3 Exit Criteria

• matmul microkernel auto-vectorizes on x86_64 and aarch64
• SIMD intrinsics: add, mul, fmadd, hadd

Vectorization Strategy

1. Analyze loops: Identify vectorizable innermost loops
2. Check access patterns: Sequential access enables vectorization
3. Transform operations: Scalar → Vector operations
4. Handle remainder: Scalar loop for non-aligned elements

Structs

VectorizationInfo

Result of vectorization analysis for a loop.

VectorizeConfig

Configuration for vectorization.

VectorizePass

Vectorization pass state.

VectorizeReport

Report of vectorization results.

VectorizedLoopInfo

Information about a vectorized loop.

Enums

SimdIntrinsic

SIMD intrinsic operations.

VectorizeError

Errors that can occur during vectorization.