Analyze SIMD Usage Opportunities

Identify where SIMD (Single Instruction Multiple Data) can improve performance.

When to Use

• Performance-critical tensor operations
• Element-wise operations on large arrays
• Vectorization of loops processing multiple elements
• Optimizing matrix/vector operations
• Finding performance bottlenecks in ML code

Quick Reference

# Find loops processing arrays/tensors
grep -n "for.*in.*range\|@unroll\|@vectorize" *.mojo