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9e3b13f394
Add docs/perf/baseline_round1.md documenting: - All benchmark baselines recorded before optimization - Opt 1 (F16 Pre-Convert): 97.6ms → 5.9ms (16.5x speedup) - Opt 2 (SIMD Dot Product): verified by previous session - Opt 3 (Parallel Search): 6.7ms → 3.4ms (2x speedup) - Combined result: 97.6ms → 3.4ms = ~28x speedup (goal was 20-30x) Includes rollback env vars for all optimizations and validation commands. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>