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nyash-codex 8214176814 feat(perf): add Phase 21.8 foundation for IntArrayCore/MatI64 numeric boxes 
Prepare infrastructure for specialized numeric array benchmarking:
- Add IntArrayCore plugin stub (crates/nyash_kernel/src/plugin/intarray.rs)
- Add IntArrayCore/MatI64 box definitions (lang/src/runtime/numeric/)
- Add Phase 21.8 documentation and task tracking
- Update nyash.toml/hako.toml with numeric library configuration
- Extend microbench.sh for matmul_core benchmark case

Next: Resolve Stage-B MirBuilder to recognize MatI64/IntArrayCore as boxes

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-14 15:18:14 +09:00
..
core_numeric_boxes.md
feat(perf): add Phase 21.8 foundation for IntArrayCore/MatI64 numeric boxes
2025-11-14 15:18:14 +09:00
README.md
Phase 21.7 normalization: optimization pre-work + bench harness expansion
2025-11-13 16:40:58 +09:00

README.md

Phase 21.6 — Dual‑Emit Parity & C‑line Readiness

Goal: Produce identical MIR(JSON) from both provider (Rust) and selfhost (Hako) builder paths, measure generation cost, and keep AOT (ny‑llvmc) fast/green. All work is semantics‑preserving; defaults remain unchanged.

Checklists

  • Dual‑emit parity on representative apps (MIR(JSON) normalized SHA1 equal)
  • Resolver‑first ON passes quick/integration
  • Selfhost‑first fallback ok (provider/legacy on failure)
  • AOT obj/exe via ny‑llvmc (crate backend) green
  • Docs updated (bench guides, env vars, quick recipes)

Scripts

  • Dual emit + compare + bench: tools/perf/dual_emit_compare.sh <input.hako> [rounds]
  • MIR emit bench: tools/perf/bench_hakorune_emit_mir.sh <input.hako> [rounds]
  • AOT bench: tools/perf/bench_ny_mir_builder.sh <mir.json> [rounds]
  • MIR diff: tools/perf/compare_mir_json.sh <a.json> <b.json>

Env Knobs

  • HAKO_USING_RESOLVER_FIRST=1 (resolver‑first)
  • HAKO_SELFHOST_BUILDER_FIRST=1 (selfhost→provider→legacy)
  • HAKO_MIR_BUILDER_BOX=hako.mir.builder|min
  • NYASH_LLVM_BACKEND=crate（ny‑llvmc）
  • HAKO_LLVM_OPT_LEVEL=0|1（AOT O0 既定）

Benchmarks — Tracking

Record normalized parity and generation times here (edit in place).

Legend: SHA1 = normalized JSON digest; Parity=Yes when SHA1 equal; Times are medians unless noted.

Benchmark (Hako) Resolver Parity Provider p50 (ms) Selfhost p50 (ms) Notes
apps/examples/json_query/main.hako off/on
apps/examples/json_pp/main.hako off/on
apps/examples/json_lint/main.hako off/on
apps/examples/json_query_min/main.hako off/on

How to fill:

  1. Run tools/perf/dual_emit_compare.sh <file> 5
  2. Copy p50s from the summary lines and mark Parity based on compare_mir_json.sh output.
  3. Note any diffs (callee kinds/order/phi/meta) in Notes.

Next Steps

  • If parity holds on the above set, extend to apps/tests subset
  • If diffs remain, categorize and align either provider or selfhost output
  • Keep AOT line green under HAKO_LLVM_OPT_LEVEL=0 and optional =1 spot checks