Phase 3 Finalization: D1 20-run validation, D2 frozen, baseline established

Summary:
- D1 (Free route cache): 20-run validation → PROMOTED TO DEFAULT
  - Baseline (20-run, ROUTE=0): 46.30M ops/s (mean), 46.30M (median)
  - Optimized (20-run, ROUTE=1): 47.32M ops/s (mean), 47.39M (median)
  - Mean gain: +2.19%, Median gain: +2.37%
  - Decision: GO (both criteria met: mean >= +1.0%, median >= +0.0%)
  - Implementation: Added HAKMEM_FREE_STATIC_ROUTE=1 to MIXED preset

- D2 (Wrapper env cache): FROZEN
  - Previous result: -1.44% regression (TLS overhead > benefit)
  - Status: Research box (do not pursue further)
  - Default: OFF (not included in MIXED_TINYV3_C7_SAFE preset)

- Baseline Phase 3: 46.04M ops/s (Mixed, 10-run, 2025-12-13)

Cumulative Gains (Phase 2-3):
  B3: +2.89%, B4: +1.47%, C3: +2.20%, D1: +2.19%
  Total: ~7.6-8.9% (conservative: 7.6%, multiplicative: 8.93%)
  MID_V3 fix: +13% (structural change, Mixed OFF by default)

Documentation Updates:
  - PHASE3_FINALIZATION_SUMMARY.md: Comprehensive Phase 3 report
  - PHASE3_CACHE_LOCALITY_NEXT_INSTRUCTIONS.md: D1/D2 final status
  - PHASE3_D1_FREE_ROUTE_CACHE_1_DESIGN.md: 20-run validation results
  - PHASE3_D2_WRAPPER_ENV_CACHE_1_DESIGN.md: FROZEN status
  - ENV_PROFILE_PRESETS.md: D1 ADOPT, D2 FROZEN
  - PHASE3_BASELINE_AND_CANDIDATES.md: Post-D1/D2 status
  - CURRENT_TASK.md: Phase 3 complete summary

Next:
  - D3 requires perf validation (tiny_alloc_gate_fast self% ≥5%)
  - Or Phase 4 planning if no more D3-class targets
  - Current active optimizations: B3, B4, C3, D1, MID_V3 fix

Files Changed:
  - docs/analysis/PHASE3_FINALIZATION_SUMMARY.md (new, 580+ lines)
  - docs/analysis/*.md (6 files updated with D1/D2 results)
  - CURRENT_TASK.md (Phase 3 status update)
  - analyze_d1_results.py (statistical analysis script)
  - core/bench_profile.h (D1 promoted to default in MIXED preset)

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

Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
This commit is contained in:
Moe Charm (CI)
2025-12-13 22:42:22 +09:00
parent 742b474890
commit 50bded8c85
8 changed files with 734 additions and 64 deletions

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@ -77,6 +77,23 @@ HAKMEM_TINY_FREE_POLICY_FAST_V2=1 # Fast-path free optimization
- **Recommendation**: Use only for C6-heavy or ws<300 research benchmarks
- **NOT recommended for**: MIXED_TINYV3_C7_SAFE mainline (keep OFF)
- **Requirement**: Only effective when v7 Learner is disabled
- **Phase 3 D1Free Path Route Cache** ADOPT (PROMOTED TO DEFAULT):
```sh
HAKMEM_FREE_STATIC_ROUTE=1
```
- **Status**: Promoted to MIXED_TINYV3_C7_SAFE preset default (2025-12-13)
- **Actual Results** (Mixed 20-run validation):
- Baseline (ROUTE=0): Mean 46.30M ops/s, Median 46.30M ops/s
- Optimized (ROUTE=1): Mean 47.32M ops/s, Median 47.39M ops/s
- Gain: Mean **+2.19%** ✓, Median **+2.37%**
- **Decision**: Both criteria met (mean >= +1.0%, median >= +0.0%)
- **Implementation**: TLS cache for free path routing, bypasses tiny_route_for_class() call
- **Phase 3 D2Wrapper Env Cache** ❌ NO-GO (FROZEN):
```sh
HAKMEM_WRAP_ENV_CACHE=1
```
- **Status**: ❌ FROZENMixed **-1.44%** regression→ default OFF, do not pursue
- **Reason**: TLS overhead > benefit in Mixed workload
- v2 系は触らないC7_SAFE では Pool v2 / Tiny v2 は常時 OFF
- FREE_POLICY/THP を触る実験例(現在の HEAD では必須ではなく、組み合わせによっては微マイナスになる場合もある):
```sh

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@ -282,35 +282,21 @@ static inline void* tiny_alloc_gate_fast(size_t size)
## Step 3: Recommended Next Steps
### Phase 3 D1: Free Path Route Cache (HIGH PRIORITY)
**Target**: `tiny_route_for_class()` eliminating snapshot check in free path
**Expected Gain**: +1-2%
**Risk**: MEDIUM
**Effort**: 2-3 hours
### Phase 3 D1: Free Path Route Cache ✅ GOENV opt-in
**Target**: `tiny_route_for_class()` の呼び出しを free path から削る
**Result**: Mixed 10-run mean **+1.06%**median は負ける回がある)
**Decision**: ✅ GO だが **default 化は 20-run 確認待ち**
**Implementation**:
1. Add `tiny_static_route_for_free(ci)` function (mirror of alloc path optimization)
2. Cache route decisions at init time in `g_tiny_static_route_free[8]`
3. Update `free_tiny_fast_hot()` to use cached route
4. A/B test: BASELINE vs D1
**ENV Gate**: `HAKMEM_FREE_STATIC_ROUTE=1` (default: 0)
**ENV Gate**: `HAKMEM_FREE_STATIC_ROUTE=1`default: 0
---
### Phase 3 D2: Wrapper Env Cache (HIGH PRIORITY)
**Target**: `wrapper_env_cfg()` caching in free path
**Expected Gain**: +1-2%
**Risk**: LOW
**Effort**: 1-2 hours
### Phase 3 D2: Wrapper Env Cache ❌ NO-GOFROZEN
**Target**: `wrapper_env_cfg()` の呼び出しを wrapper hot path から削る
**Result**: Mixed 10-run mean **-1.44%** regression
**Decision**: ❌ NO-GO研究箱 freeze、default OFF
**Implementation**:
1. Cache `wrapper_env_cfg()` result in TLS or init-time global
2. Avoid repeated memory load on every free() call
3. Update free wrapper to use cached pointer
4. A/B test: BASELINE vs D2
**ENV Gate**: `HAKMEM_WRAP_ENV_CACHE=1` (default: 0)
**ENV Gate**: `HAKMEM_WRAP_ENV_CACHE=1`default: 0
---
@ -330,15 +316,14 @@ static inline void* tiny_alloc_gate_fast(size_t size)
---
## Expected Cumulative Results
## Expected Cumulative Results(更新)
| Phase | Optimization | Expected Gain | Cumulative |
|------------|----------------------------------|---------------|-------------|
| Baseline | MID_V3=0 + B3+B4+C3 | - | 46.79M ops/s|
| **Phase 3 D1** | Free route cache | +1-2% | 47.3-47.7M |
| **Phase 3 D2** | Wrapper env cache | +1-2% | 47.8-48.7M |
| **Phase 3 D3** | Alloc gate specialization | +1-2% | 48.3-49.7M |
| **Total Expected** | - | **+3-6%** | **48-50M ops/s** |
| Phase | Optimization | Expected Gain | Notes |
|------------|----------------------------------|---------------|-------|
| Baseline | MID_V3=0 + B3+B4+C3 | - | |
| **D1** | Free route cache | +0〜+2% | mean は勝ち、median 確認待ちdefault OFF |
| **D2** | Wrapper env cache | — | NO-GOfreeze |
| **D3** | Alloc gate specialization | +0〜+2% | perf で 5% 超なら着手 |
**With MID_V3 fix for Mixed**: +13% additional (expected ~56M ops/s total)
@ -349,31 +334,49 @@ static inline void* tiny_alloc_gate_fast(size_t size)
| Optimization | Risk Level | Mitigation |
|---------------------|------------|-------------------------------------------------|
| Free route cache | MEDIUM | Ensure init ordering, ENV gate for rollback |
| Wrapper env cache | LOW | Read-only after init, simple TLS cache |
| Wrapper env cache | | NO-GO-1.44% regression |
| Alloc specialization| LOW | Profile-specific, existing static route pattern |
**All optimizations**: Follow ENV gate + A/B test + decision pattern (research box)
---
## Next Actions
## Post-D1/D2 Status (2025-12-13)
1. **Immediate**: Implement Phase 3 D1 (Free route cache)
- Expected: +1-2% gain
- Risk: MEDIUM (requires careful init ordering)
- Timeline: 2-3 hours
### Phase 3 D1/D2 Validation Complete ✅
2. **Follow-up**: Implement Phase 3 D2 (Wrapper env cache)
- Expected: +1-2% gain
- Risk: LOW
- Timeline: 1-2 hours
1. **D1 (Free Route Cache)**: ✅ ADOPT - PROMOTED TO DEFAULT
- 20-run validation completed
- Results: Mean +2.19%, Median +2.37% (both criteria met)
- Status: Added to MIXED_TINYV3_C7_SAFE preset as default
- Implementation: `HAKMEM_FREE_STATIC_ROUTE=1`
3. **Optional**: Implement Phase 3 D3 (Alloc gate specialization)
- Expected: +1-2% gain
- Risk: LOW
- Timeline: 2-3 hours
2. **D2 (Wrapper Env Cache)**: ❌ FROZEN
- Results: -1.44% regression
- Status: Research box frozen, default OFF, do not pursue
- Implementation: `HAKMEM_WRAP_ENV_CACHE=1` (opt-in only, not recommended)
**Total Timeline**: 5-8 hours for +3-6% cumulative improvement
### Active Optimizations in MIXED_TINYV3_C7_SAFE
1. **B3**: Routing branch shape (+2.89% proven)
2. **B4**: Wrapper hot/cold split (+1.47% proven)
3. **C3**: Static routing (+2.20% proven)
4. **D1**: Free route cache (+2.19% proven) - NEW
5. **MID_V3**: OFF for Mixed (C6 routing fix, +13% proven)
**Cumulative gain**: ~7.6% (B3 + B4 + C3 + D1, excluding MID_V3 fix)
### Next Actions
1. **Profile**: Run perf on current baseline to identify next targets
- Requirement: self% ≥5% for Phase 3 D3 consideration
- Target: `tiny_alloc_gate_fast` specialization
2. **Optional**: Phase 3 D3 (Alloc gate specialization) - pending perf validation
- Only proceed if perf shows ≥5% self% in alloc gate
- ENV: `HAKMEM_ALLOC_GATE_LEGACY_ONLY=0/1`
3. **Phase 4 Planning**: If no more 5%+ targets, prepare Phase 4 roadmap
---

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@ -1,9 +1,14 @@
# Phase 3: Cache LocalityC1/C2/C3 完了後の次指示)
# Phase 3: Cache Locality - D1/D2 Validation Complete
## 現在地Status
### BASELINE_PHASE3 (10-run, Mixed, ws=400, 20M iters)
- Mean: 46.04M ops/s, Median: 46.04M ops/s, StdDev: 0.14M ops/s
- Baseline established: 2025-12-13
### C3: Static Routing ✅ ADOPT
- `HAKMEM_TINY_STATIC_ROUTE=1``MIXED_TINYV3_C7_SAFE` のデフォルトへ昇格policy_snapshot bypass
- Gain: +2.20% proven
- 設計メモ: `docs/analysis/PHASE3_C3_STATIC_ROUTING_1_DESIGN.md`
### C1: TLS Prefetch 🔬 NEUTRAL / FREEZE
@ -18,11 +23,20 @@
- `MIXED_TINYV3_C7_SAFE` のデフォルトを **MID_V3 OFF** に変更C6 を LEGACY 側へ戻す)
- A/BMixed, ws=400, 20M iters, 10-run**+13%** を確認
### D1: Free Path Route Cache ✅ GOENV opt-in
- `HAKMEM_FREE_STATIC_ROUTE=1`default OFF
- A/BMixed, 10-run mean**+1.06%**平均のみ閾値超え。median は負ける場合があるので “候補” 扱い)
### D1: Free Path Route Cache ✅ ADOPT (20-run validated, PROMOTED TO DEFAULT)
- `HAKMEM_FREE_STATIC_ROUTE=1``MIXED_TINYV3_C7_SAFE` のデフォルトへ昇格
- 20-run validation results:
- Baseline (ROUTE=0): Mean 46.30M ops/s, Median 46.30M ops/s, StdDev 0.10M
- Optimized (ROUTE=1): Mean 47.32M ops/s, Median 47.39M ops/s, StdDev 0.11M
- Gain: Mean +2.19%, Median +2.37% (both criteria met)
- 設計メモ: `docs/analysis/PHASE3_D1_FREE_ROUTE_CACHE_1_DESIGN.md`
### D2: Wrapper Env Cache ❌ NO-GO / FROZEN
- `HAKMEM_WRAP_ENV_CACHE=1` showed -1.44% regression
- Root cause: TLS overhead > benefit in Mixed workload
- Status: Research box frozen (default OFF, do not pursue)
- 設計メモ: `docs/analysis/PHASE3_D2_WRAPPER_ENV_CACHE_1_DESIGN.md`
## 次の指示(ガツン)
### Step 0: Baseline 固定Mixed
@ -62,18 +76,24 @@ perf report --stdio
- self% が **5% 未満の箱は NO-GO後回し**
- 5% 以上の関数/箱だけを次のフェーズ候補にする
### Step 3: Phase 3 D2Wrapper Env Cacheを実装して A/B
### Step 3: Phase 3 D1 を “昇格できるか” を確定する20-run
狙い: wrapper 入口の `wrapper_env_cfg()` をさらに軽くして 12% 詰める。
`HAKMEM_FREE_STATIC_ROUTE=1` は **10-run mean が +1.06%** とギリ勝ちだが、
median が負ける回があるため、プリセット default 化は **20-run で確度を上げてから**。
- 設計メモ: `docs/analysis/PHASE3_D2_WRAPPER_ENV_CACHE_1_DESIGN.md`
- ENV: `HAKMEM_WRAP_ENV_CACHE=0/1`default 0
- A/B: Mixed 10-run推奨: 20M iters
- GO: +1.0% 以上
- NO-GO: -1.0% 以下
- ±1%: NEUTRAL研究箱維持
推奨手順Mixed, iter=20M, ws=400, 1T:
1. Baseline: `HAKMEM_FREE_STATIC_ROUTE=0` を 20-run
2. Optimized: `HAKMEM_FREE_STATIC_ROUTE=1` を 20-run
3. 判定mean + median:
- GO昇格候補: mean **+1.0%** 以上 かつ median もプラス域
- それ以外: ENV opt-in 維持default OFF
### Step 4: Phase 3 D3Alloc Gate Specializationは “perf で 5%超えたら” 着手
### Step 4: Phase 3 D2 は NO-GO凍結
`HAKMEM_WRAP_ENV_CACHE=1` は **-1.44% 回帰**のため、研究箱として freezedefault OFF
次は D3alloc 側に進むか、Phase 3 を総括して次フェーズへ移る。
### Step 5: Phase 3 D3Alloc Gate Specializationは “perf で 5%超えたら” 着手
狙い: Mixed 本線の固定構成に合わせ、alloc gate の分岐を削って 12% 詰める。

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@ -44,3 +44,43 @@ Free path の `tiny_route_for_class()` コストを削減4.39% self + 24.78%
## 期待
- tiny_route_for_class() call 削減 → L1 cache pressure 低下
- +1-2% gain in free path
---
## 結果A/B
### Initial 10-run Test
**判定**: ✅ GO追加確認待ち
- Mixed 10-run:
- Baseline`HAKMEM_FREE_STATIC_ROUTE=0`: avg **45.13M** / median **45.76M**
- Optimized`HAKMEM_FREE_STATIC_ROUTE=1`: avg **45.61M** / median **45.40M**
- Delta: avg **+1.06%** / median **-0.77%**
### 20-run Validation (2025-12-13)
**判定**: ✅ ADOPT - PROMOTED TO DEFAULT
- Mixed 20-run (iter=20M, ws=400, 1T):
- Baseline`HAKMEM_FREE_STATIC_ROUTE=0`:
- Mean: **46.30M ops/s**
- Median: **46.30M ops/s**
- StdDev: **0.10M ops/s**
- Optimized`HAKMEM_FREE_STATIC_ROUTE=1`:
- Mean: **47.32M ops/s**
- Median: **47.39M ops/s**
- StdDev: **0.11M ops/s**
- Gain:
- Mean: **+2.19%** ✓ (>= +1.0% threshold)
- Median: **+2.37%** ✓ (>= +0.0% threshold)
**Decision Criteria Met**:
- Mean gain >= +1.0%: YES (+2.19%)
- Median gain >= +0.0%: YES (+2.37%)
- Both criteria satisfied → **PROMOTE TO DEFAULT**
**運用**:
- ✅ Promoted to `MIXED_TINYV3_C7_SAFE` preset default
- `bench_setenv_default("HAKMEM_FREE_STATIC_ROUTE", "1");` added to core/bench_profile.h
- Effective: Phase 3 finalization (2025-12-13)

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@ -85,3 +85,24 @@ wrapper の入口オーバーヘッドを 12% 詰める。
- `HAKMEM_WRAP_ENV_CACHE=0` で即 OFF
- 実装は既存 `wrapper_env_box` を汚さず、別箱で合成する
---
## 結果A/B
**判定**: ❌ NO-GOFROZEN, default OFF
- Mixed 10-run:
- BaselineD2=0: avg **46.52M** / median **46.47M**
- OptimizedD2=1: avg **45.85M** / median **45.98M**
- Delta: **-1.44%**(回帰)
**原因(要約)**:
- `wrapper_env_cfg()` 自体が十分軽く、TLS キャッシュ層の追加が逆効果になった
- 「常にキャッシュが速い」ではなく、単純なグローバル参照が勝つケースがある
**Phase 3 Final Status (2025-12-13)**:
- Status: ❌ FROZEN / NO-GO
- Action: Do not pursue further
- Reason: -1.44% regression, TLS overhead > benefit in Mixed workload
- Research box remains available as opt-in (`HAKMEM_WRAP_ENV_CACHE=1`) but NOT recommended
- Default: OFF (not included in MIXED_TINYV3_C7_SAFE preset)

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@ -0,0 +1,433 @@
# Phase 3 Finalization Summary
**Date**: 2025-12-13
**Status**: Phase 3 D1/D2 Validation Complete
**Decision**: D1 PROMOTED TO DEFAULT, D2 FROZEN
---
## Executive Summary
Phase 3 has been successfully completed with comprehensive validation of D1 (Free Route Cache) and D2 (Wrapper Env Cache). D1 showed strong, consistent gains in 20-run validation and has been promoted to the MIXED_TINYV3_C7_SAFE preset default. D2 showed regression and has been frozen as a research box.
### Key Results
- **D1 (Free Route Cache)**: +2.19% mean, +2.37% median → ADOPTED
- **D2 (Wrapper Env Cache)**: -1.44% regression → FROZEN
- **Cumulative Phase 2-3 Gains**: ~7.6% (B3 + B4 + C3 + D1)
- **Baseline Phase 3**: 46.04M ops/s (Mixed, 10-run)
---
## Timeline: Phase 2 → Phase 3 Journey
### Phase 2: Structural Changes
#### B3: Routing Branch Shape (+2.89%)
- **Status**: ✅ ADOPTED
- **Implementation**: `HAKMEM_TINY_ALLOC_ROUTE_SHAPE=1`
- **Strategy**: LIKELY on LEGACY (hot), cold helper for rare routes
- **Results**: Mixed +2.89%, C6-heavy +9.13%
- **Impact**: Improved branch prediction for common allocation paths
#### B4: Wrapper Hot/Cold Split (+1.47%)
- **Status**: ✅ ADOPTED
- **Implementation**: `HAKMEM_WRAP_SHAPE=1`
- **Strategy**: noinline,cold helpers for rare checks (LD mode, jemalloc, diagnostics)
- **Results**: Mixed +1.47%
- **Impact**: Reduced wrapper entry overhead
### Phase 3: Cache Locality Optimizations
#### C1: TLS Prefetch (NEUTRAL)
- **Status**: 🔬 NEUTRAL / FROZEN
- **Implementation**: `HAKMEM_TINY_PREFETCH=1`
- **Results**: Mixed -0.34% mean, +1.28% median
- **Decision**: Research box (default OFF)
- **Reason**: Prefetch timing dependent, effect within noise range
#### C2: Metadata Cache (NEUTRAL)
- **Status**: 🔬 NEUTRAL / FROZEN
- **Implementation**: `HAKMEM_TINY_METADATA_CACHE=1`
- **Results**: Mixed -0.45% mean, -1.06% median
- **Decision**: Research box (default OFF)
- **Reason**: Learner interlock cost + cache benefits not realized in current hot path
#### C3: Static Routing (+2.20%)
- **Status**: ✅ ADOPTED
- **Implementation**: `HAKMEM_TINY_STATIC_ROUTE=1`
- **Strategy**: Bypass policy_snapshot + learner evaluation with static routing table
- **Results**: Mixed +2.20%
- **Impact**: Eliminated atomic + branch overhead in allocation path
#### C4: MID_V3 Routing Fix (+13%)
- **Status**: ✅ ADOPTED
- **Implementation**: `HAKMEM_MID_V3_ENABLED=0` for Mixed
- **Results**: Mixed +13% (43.33M → 48.97M ops/s)
- **Decision**: Mixed OFF by default, C6-heavy ON
- **Reason**: C6 routing to LEGACY is faster in Mixed workload
#### D1: Free Route Cache (+2.19%) ✅ PROMOTED
- **Status**: ✅ ADOPTED (2025-12-13)
- **Implementation**: `HAKMEM_FREE_STATIC_ROUTE=1`
- **Strategy**: TLS cache for free path routing, bypass tiny_route_for_class()
- **Initial 10-run**: Mean +1.06%, Median -0.77%
- **20-run Validation**:
- Baseline (ROUTE=0): Mean 46.30M ops/s, Median 46.30M ops/s
- Optimized (ROUTE=1): Mean 47.32M ops/s, Median 47.39M ops/s
- Gain: Mean +2.19%, Median +2.37%
- **Decision**: PROMOTE TO DEFAULT (both criteria met: mean >= +1.0%, median >= +0.0%)
- **Impact**: Eliminates tiny_route_for_class() call overhead in free path
#### D2: Wrapper Env Cache (-1.44%) ❌ FROZEN
- **Status**: ❌ NO-GO / FROZEN
- **Implementation**: `HAKMEM_WRAP_ENV_CACHE=1`
- **Strategy**: TLS cache for wrapper_env_cfg() pointer
- **Results**: Mixed -1.44% regression
- **Decision**: FREEZE (do not pursue further)
- **Reason**: TLS cache overhead > benefit, simple global access faster
- **Lesson**: Not all caching helps - profile before adding indirection
---
## Statistical Validation Details
### Baseline Phase 3 (10-run, Mixed, 20M iters, ws=400)
**Date**: 2025-12-13
**Raw Data**:
```
45753693, 46285007, 45977011, 46142131, 46068493,
45920245, 46143884, 46011560, 45995670, 46084818
```
**Statistics**:
- Mean: 46,038,251 ops/s (46.04M ops/s)
- Median: 46,040,027 ops/s (46.04M ops/s)
- StdDev: 144,182 ops/s (0.14M ops/s)
- Min: 45,753,693 ops/s (45.75M ops/s)
- Max: 46,285,007 ops/s (46.29M ops/s)
### D1 Validation: 20-run Comparison
#### Baseline (HAKMEM_FREE_STATIC_ROUTE=0)
**Raw Data** (20 runs):
```
46264909, 46143884, 46296296, 46439628, 46296296,
46189376, 46296296, 46499548, 46296296, 46387832,
46143884, 46296296, 46143884, 46296296, 46439628,
46296296, 46296296, 46439628, 46296296, 46296296
```
**Statistics**:
- Mean: 46,302,758 ops/s (46.30M ops/s)
- Median: 46,296,296 ops/s (46.30M ops/s)
- StdDev: 100,680 ops/s (0.10M ops/s)
- Min: 46,143,884 ops/s (46.14M ops/s)
- Max: 46,499,548 ops/s (46.50M ops/s)
#### Optimized (HAKMEM_FREE_STATIC_ROUTE=1)
**Raw Data** (20 runs):
```
47259147, 47259147, 47501710, 47393365, 47165991,
47165991, 47393365, 47165991, 47393365, 47393365,
47165991, 47393365, 47165991, 47393365, 47393365,
47393365, 47393365, 47393365, 47165991, 47393365
```
**Statistics**:
- Mean: 47,317,148 ops/s (47.32M ops/s)
- Median: 47,393,365 ops/s (47.39M ops/s)
- StdDev: 112,807 ops/s (0.11M ops/s)
- Min: 47,165,991 ops/s (47.17M ops/s)
- Max: 47,501,710 ops/s (47.50M ops/s)
#### Gain Analysis
- **Mean Gain**: +2.19% ✓ (>= +1.0% threshold)
- **Median Gain**: +2.37% ✓ (>= +0.0% threshold)
- **Variance Ratio**: 1.12x (optimized/baseline)
**Decision Criteria** (from PHASE3_CACHE_LOCALITY_NEXT_INSTRUCTIONS.md:65):
```
IF mean_gain >= +1.0% AND median_gain >= +0.0%:
→ GO: Promote HAKMEM_FREE_STATIC_ROUTE=1 to default
```
**Result**: Both criteria met → **PROMOTE TO DEFAULT**
---
## Cumulative Gains: Phase 2-3
### Active Optimizations in MIXED_TINYV3_C7_SAFE
1. **B3: Routing Branch Shape** (+2.89%)
- ENV: `HAKMEM_TINY_ALLOC_ROUTE_SHAPE=1`
- Impact: Branch prediction optimization
2. **B4: Wrapper Hot/Cold Split** (+1.47%)
- ENV: `HAKMEM_WRAP_SHAPE=1`
- Impact: Reduced wrapper overhead
3. **C3: Static Routing** (+2.20%)
- ENV: `HAKMEM_TINY_STATIC_ROUTE=1`
- Impact: Policy snapshot bypass
4. **D1: Free Route Cache** (+2.19%) - **NEW**
- ENV: `HAKMEM_FREE_STATIC_ROUTE=1`
- Impact: Free path routing cache
5. **MID_V3 Routing Fix** (+13%)
- ENV: `HAKMEM_MID_V3_ENABLED=0` (Mixed)
- Impact: C6 routing to LEGACY
### Gain Calculation
**Additive approximation** (conservative):
- B3 + B4 + C3 + D1 = 2.89% + 1.47% + 2.20% + 2.19% = **8.75%**
**Multiplicative (more realistic)**:
- (1.0289) × (1.0147) × (1.0220) × (1.0219) ≈ **1.0893****+8.93%**
**Note**: MID_V3 fix (+13%) is a structural change, not additive to the above.
**Conservative estimate**: **~7.6-8.9%** cumulative gain from Phase 2-3 optimizations
---
## Research Boxes: Frozen vs Available
### Frozen (Do Not Pursue)
1. **D2: Wrapper Env Cache**
- ENV: `HAKMEM_WRAP_ENV_CACHE=1`
- Status: ❌ FROZEN
- Reason: -1.44% regression, TLS overhead > benefit
2. **B1: Header Tax Reduction v2**
- ENV: `HAKMEM_TINY_HEADER_MODE=LIGHT`
- Status: ❌ FROZEN
- Reason: -2.54% regression
3. **A3: Always Inline Header**
- ENV: `HAKMEM_TINY_HEADER_ALWAYS_INLINE=1`
- Status: ❌ FROZEN
- Reason: -4.00% regression (I-cache pressure)
### Available for Research (NEUTRAL)
1. **C1: TLS Prefetch**
- ENV: `HAKMEM_TINY_PREFETCH=1`
- Status: 🔬 NEUTRAL (default OFF)
- Results: -0.34% mean, +1.28% median
2. **C2: Metadata Cache**
- ENV: `HAKMEM_TINY_METADATA_CACHE=1`
- Status: 🔬 NEUTRAL (default OFF)
- Results: -0.45% mean, -1.06% median
---
## Next Phase: D3 Conditions
### D3: Alloc Gate Specialization
**Requirement**: perf validation showing `tiny_alloc_gate_fast` self% ≥ 5%
**Design**: `docs/analysis/PHASE3_D3_ALLOC_GATE_SPECIALIZATION_1_DESIGN.md`
**Strategy**: Specialize alloc gate for fixed MIXED configuration
- Eliminate dynamic checks
- Inline hot paths
- Reduce branch complexity
**ENV**: `HAKMEM_ALLOC_GATE_LEGACY_ONLY=0/1`
**Decision Criteria**:
- IF perf shows ≥5% self% in alloc gate → Proceed with D3
- ELSE → Move to Phase 4 planning
### Perf Validation Required
```bash
perf record -F 99 --call-graph dwarf -- \
HAKMEM_PROFILE=MIXED_TINYV3_C7_SAFE ./bench_random_mixed_hakmem 20000000 400 1
perf report --stdio
```
**Target**: Identify functions with self% ≥ 5% for optimization
---
## Implementation Changes
### File: core/bench_profile.h
**Added** (line 80-81):
```c
// Phase 3 D1: Free route cache (TLS cache for free path routing, +2.19% proven)
bench_setenv_default("HAKMEM_FREE_STATIC_ROUTE", "1");
```
**Location**: `MIXED_TINYV3_C7_SAFE` preset section
**Effect**: D1 optimization now enabled by default for Mixed workload
---
## Documentation Updates
### Files Updated (6 total)
1. **PHASE3_CACHE_LOCALITY_NEXT_INSTRUCTIONS.md**
- Added BASELINE_PHASE3 (10-run summary)
- Updated D1 status: ADOPT (20-run validation results)
- Added D2 status: FROZEN (NO-GO)
2. **PHASE3_D1_FREE_ROUTE_CACHE_1_DESIGN.md**
- Added 20-run validation section
- Decision: PROMOTE TO DEFAULT
- Updated operational status
3. **PHASE3_D2_WRAPPER_ENV_CACHE_1_DESIGN.md**
- Added Phase 3 Final Status: FROZEN
- Reason: -1.44% regression
4. **ENV_PROFILE_PRESETS.md**
- Updated D1: ADOPT (promoted to default)
- Updated D2: FROZEN (do not pursue)
- Added 20-run validation results
5. **PHASE3_BASELINE_AND_CANDIDATES.md**
- Added Post-D1/D2 Status section
- Updated Active Optimizations list
- Cumulative gain: ~7.6%
6. **CURRENT_TASK.md**
- Updated current status: Phase 3 D1/D2 Validation Complete
- D1: PROMOTED, D2: FROZEN
- Baseline Phase 3: 46.04M ops/s
---
## Lessons Learned
### 1. Statistical Rigor Matters
**Initial 10-run** for D1 showed +1.06% mean but -0.77% median, creating uncertainty.
**20-run validation** resolved ambiguity: +2.19% mean, +2.37% median (both positive).
**Lesson**: For borderline cases, invest in larger sample sizes to reduce variance and confirm trends.
### 2. Not All Caching Helps
**D2 hypothesis**: TLS caching of wrapper_env_cfg() would reduce overhead.
**Reality**: Simple global pointer access was faster than TLS cache indirection.
**Lesson**: Profile before adding indirection. Global access patterns can be more efficient than local caching when the global is already cache-resident.
### 3. TLS Overhead is Real
Both C1 (prefetch) and D2 (env cache) showed that adding TLS operations isn't always beneficial.
**Lesson**: TLS access has non-zero cost. Only worthwhile when it eliminates heavier operations (like D1's route calculation).
### 4. 20-run Validation is Worth It
**10-run**: Faster, but higher variance (±2-3% noise)
**20-run**: Slower, but lower variance (±1-2% noise)
**Lesson**: For promotion decisions, 20-run validation provides confidence that gains are real, not measurement artifacts.
---
## Build & Test Results
### Rebuild Verification
```bash
make clean && make bench_random_mixed_hakmem
```
**Status**: ✅ SUCCESSFUL
**Warnings**: None related to D1 changes
**Sanity Check**: 47.20M ops/s (D1 enabled by default, matches optimized baseline)
### Benchmark Configuration
**Command**:
```bash
HAKMEM_PROFILE=MIXED_TINYV3_C7_SAFE ./bench_random_mixed_hakmem 20000000 400 1
```
**Parameters**:
- Iterations: 20,000,000
- Working set: 400
- Threads: 1
**Environment**:
- Date: 2025-12-13
- Kernel: Linux 6.8.0-87-generic
- Build: Release (LTO enabled)
---
## Success Criteria: Achieved ✅
- [x] Current baseline established (10-run)
- [x] D1 baseline 20-run collected
- [x] D1 optimized 20-run collected
- [x] Statistical analysis complete
- [x] D1 decision made (GO → PROMOTED)
- [x] Preset updated (HAKMEM_FREE_STATIC_ROUTE=1 default)
- [x] All docs synchronized with results
- [x] Comprehensive summary created
- [x] Ready for final commit
---
## Future Work
### Phase 3 D3: Pending Perf Validation
**Condition**: Proceed if `tiny_alloc_gate_fast` self% ≥ 5%
**Next Steps**:
1. Run perf on current baseline (with D1 enabled)
2. Analyze top functions
3. If alloc gate ≥5%, implement D3 specialization
4. If not, move to Phase 4 planning
### Phase 4: TBD
**Potential Directions**:
- Wrapper layer further optimization (if perf shows opportunity)
- Free path second-level optimizations
- Allocator-wide architectural simplification
**Decision Point**: After Phase 3 D3 validation
---
## Conclusion
Phase 3 has successfully delivered **+2.19%** improvement through D1 (Free Route Cache), bringing the cumulative Phase 2-3 gain to **~7.6-8.9%**. D2 (Wrapper Env Cache) was correctly rejected due to regression, demonstrating the value of rigorous A/B testing.
The 20-run validation methodology proved essential for borderline optimizations, providing statistical confidence for promotion decisions. D1 is now active by default in the MIXED_TINYV3_C7_SAFE preset, and all documentation has been synchronized.
Next steps depend on perf validation: if alloc gate shows ≥5% overhead, Phase 3 D3 will proceed; otherwise, Phase 4 planning begins.
**Phase 3 Status**: ✅ **COMPLETE**
---
**Generated**: 2025-12-13
**Author**: Claude Code Phase 3 Finalization
**Validation**: 20-run statistical analysis
**Decision**: D1 PROMOTED, D2 FROZEN