From 26a6e7a524f82f8afe7dd8eb2d4a6f8ece59a36f Mon Sep 17 00:00:00 2001 From: Zhitao Wang Date: Fri, 10 Jul 2026 08:19:23 +0000 Subject: [PATCH 1/4] doc: add nvfp4 tech report --- nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md | 100 +++++++ nvfp4_tech_report/OUTLINE_zh.md | 187 ++++++++++++ ...fp4_deosc_vs_base_val_loss_final_last5.png | Bin 0 -> 144844 bytes ...p4_ue5m3_e4m3_scale_spec_gfxiparch2067.png | Bin 0 -> 161614 bytes ...oss_4bit_mlperf1p2m_4way_loss_gradnorm.png | Bin 0 -> 184448 bytes .../figures/nvfp4_diagram1_forward.mmd | 21 ++ .../figures/nvfp4_diagram1_forward.png | Bin 0 -> 132743 bytes .../figures/nvfp4_diagram2_backward.mmd | 25 ++ .../figures/nvfp4_diagram2_backward.png | Bin 0 -> 192505 bytes .../figures/nvfp4_diagram3_stacked.mmd | 13 + .../figures/nvfp4_diagram3_stacked.png | Bin 0 -> 80676 bytes .../nvfp4_grad_output_backward_path.mmd | 48 +++ .../nvfp4_grad_output_backward_path.png | Bin 0 -> 215014 bytes .../figures/phase_b_ablation_summary_lr.mmd | 23 ++ 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nvfp4_tech_report/figures/nvfp4_diagram3_stacked.mmd create mode 100644 nvfp4_tech_report/figures/nvfp4_diagram3_stacked.png create mode 100644 nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.mmd create mode 100644 nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.png create mode 100644 nvfp4_tech_report/figures/phase_b_ablation_summary_lr.mmd create mode 100644 nvfp4_tech_report/figures/phase_b_ablation_summary_lr.png create mode 100644 nvfp4_tech_report/figures/rewind_4way_valloss_last5.png create mode 100644 nvfp4_tech_report/figures/specfix_3way_e2e100step_loss_grad.png create mode 100644 nvfp4_tech_report/report.md diff --git a/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md b/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md new file mode 100644 index 00000000..655bb4f1 --- /dev/null +++ b/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md @@ -0,0 +1,100 @@ +# NVFP4 Tech Report — 可行性评估 & 还缺什么 (Gaps & Feasibility) + +> 配套 `OUTLINE_zh.md`。落档 2026-07-10(据你 07-10 三点拍板修订)。 +> 结论先行:**可行性高,且范围收敛后缺口更少**。技术方案、op-level/e2e 数据、图、原始 TB event、绘图脚本大都已在 `~/lpt_backup` 齐备;剩余多为**提取/制表/重绘图**,少量为**可选补跑**。 + +--- + +## 0. 已确认的编辑决策(本次收敛) +1. **AMD-FP4 不作并列主线** → 降为 §4.1 已合并变体 + 结果表参照列。 +2. **不提任何作废实验** → ① 早期"NVFP4 中段劣于 MXFP4"调查/勘误**不写**;② **旧 16K 衰减口径**(total-steps 未对齐 MLPerf)**全程不用、不提**。相关 3 张旧图已从 `figures/` 删除。 +3. **未发布 feature 少着墨** → outer-block / 4o6 / UFP4 压到 §4.2 一段;**已合并的 AMD-FP4、de-oscillation 正常提**。相关探索性 e2e 图已从 `figures/` 删除。 + +> 影响:原来的"历史对照 + 勘误框""旧口径 3-seed""增量特性逐个铺开"三块**已从大纲移除**,报告更聚焦、缺口更少。 + +--- + +## 1. 总体可行性判断 + +| 维度 | 判断 | 依据 | +|---|---|---| +| 技术方案完整度 | ✅ 高 | NVFP4 两级 microscaling、1d2d、RHT、SR、PTS spec-fix、de-osc(+已合并 AMD-FP4)代码与文档齐全 | +| 头条 e2e(MLPerf 口径) | ✅ 有 | 4-way seed=1234 跑完,TB 在手(NVFP4/MXFP4/BF16 为主,AMD-FP4 参照) | +| 多 seed(MLPerf 口径) | 🟡 有 run,需提取 | NVFP4/MXFP4/BF16 的 seed 2024/4242 MLPerf-1.2M run 均有 TB | +| op-level SNR | ✅ 有(比 MXFP4 报告强) | 合成 + 真实数据 SNR 全套数值 | +| 数值稳定性故事 | ✅ 有(独家亮点) | PTS scale-floor spec-fix 全链条 | +| de-osc e2e | 🟡 有(AMD-FP4 变体) | MLPerf 口径 de-osc on/off 已跑(NVFP4 本体待补) | +| 原始数据可复算/图可重绘 | ✅ 可 | 271 个 run 的 TB + 全套 `plot_*.py`/`report_mlperf1p2m_4way.py`/`snr_*.py` | +| native FP4 速度 | 🔴 无(设计约束) | NVFP4 无 native MFMA,全程 QDQ 仿真,只作 Limitation | + +**一句话**:可立刻起草与 MXFP4 报告同规格、且在"数值稳定性根因修复 + NVFP4 vs MXFP4 真实数据 SNR"上更有料的报告;剩余以数据提取/制表/重绘图为主。 + +--- + +## 2. 已握有的数据(Inventory,收敛后) + +**代码(当前分支 `han/mxfp4_tech_report` 已含)**:NVFP4 核心(block-16 / E2M1 / E4M3 内层 / FP32 tensorwise 外层 / grouped GEMM)、RHT、SR、DGE、de-oscillation、低秩 `DecomposedLinear`;PTS scale-floor spec-fix(`nvfp_quantization.py` 已含 1e-30 floor)。 + +**e2e(均 MLPerf-1.2M 口径、8×MI300X、TB 在 `~/lpt_backup/alto_runs/`)**: +- 4-way seed=1234:`{nvfp4,mxfp4,amdfp4,bf16}_...mlperf1p2M...20260615*`(**头条**) +- seed 2024 & 4242:NVFP4/MXFP4/BF16/AMD-FP4 均有 → 可出 mean±std +- val-rewind 对齐 4-way(seed1234):`*_rewind_seed1234_*` +- de-osc on/off(AMD-FP4 变体):`amdfp4_deosc2000_200_{4,8}_mlperf1p2M_*` + +**op-level SNR**:合成(audit)+ 真实数据(plain/deploy,NVFP4/MXFP4/AMD-FP4,L1/L12/L20,attention wq + MoE experts)全套 dB 数值。 + +**脚本**:`scripts/{report_mlperf1p2m_4way, plot_rewind_4way_valloss, plot_amdfp4_deosc_vs_bf16_valloss, ...}.py`。 + +**图(`figures/`,收敛后 10 PNG + 5 mmd)**:见 §5。 + +--- + +## 3. 代码分支现状(诚实标注) +- **已合并 / 可作为正式内容**:NVFP4 核心 + RHT/SR/DGE、de-oscillation、低秩补偿(在当前分支 / main);**AMD-FP4**(按你的口径为已合并 feature)。 + - ⚠️ 事实核对提示:当前 `han/mxfp4_tech_report` 工作树里**没有 amdfp4 kernel 目录**(代码在 `origin/zhitao/support-amd-fp4`)。若报告要以"单分支可复现"口径写 AMD-FP4,请确认它已并入你的目标分支。 +- **探索性 / 未正式发布(§4.2 一段带过即可)**:outer-block(`origin/zhitao/nvfp4-outer-scale`)、4o6(`origin/zhitao/support-nvfp4-4-over-6`)、UFP4(独立分支)。 + +--- + +## 4. 还缺什么(收敛后,按优先级) + +### 🟡 P1 +**G1|op-level SNR 主表协议(需你选)** +- MXFP4 报告用"合成注入 outlier"协议出 Table 1/2;NVFP4 最强的是**真实数据 SNR**(协议不同)。 +- 闭合:(a) **推荐**——正文用真实数据 SNR + 说明协议差异;(b) 严格 apple-to-apple——用 MXFP4 报告的合成生成器 + 同 config 列表补跑 NVFP4 op-level SNR(便宜,数小时)。 + +### 🟢 P2(多为提取/重绘,非补跑) +**G2|多 seed mean±std(MLPerf 口径)** — run 已存在,需从 TB 提取汇总。纯提取。 +**G3|NVFP4 本体 de-osc e2e** — 现有 de-osc e2e 在 AMD-FP4 变体;NVFP4 本体可用变体代理并标注,或补跑 1 个 NVFP4+deosc 16K 作业(~25h/8卡)。 +**G4|图英文化/统一风格** — 现图多中文/研究态;用 `lpt_backup/scripts/` 脚本 + TB 重绘英文统一风格版(对齐 `tech_report/*.png`)。可行,纯工作量。建议另加一张"NVFP4 两级 scale 三 GEMM 计算流"图(类比 MXFP4 的 `flow.png`;素材见 `nvfp4_diagram1/2/3`)。 +**G5|MLPerf 全程达标(3.34)** — 现均为 1.2M schedule 的 16K 切片,终点 3.3484 未到 3.34(符合预期);全程/长程达标是 future work(同 MXFP4 报告"未完成 MLPerf 提交")。 + +### 🔴 硬限制(只作 Limitation) +- **NVFP4 在 AMD 无 native FP4 MFMA**:全程软件 QDQ 仿真,速度非 native 上限。 + +> 已随范围收敛**移除**的旧缺口:历史/旧口径对照、跨硬件勘误处理、增量特性逐个 20B 提取、UFP4 GPU e2e、GBS=64——均不在收敛后报告范围内(如需 GBS=64 再议)。 + +--- + +## 5. 已交付的图(`figures/`,收敛后) + +| 文件 | 用途(章节) | +|---|---| +| `gpt_oss_4bit_mlperf1p2m_4way_loss_gradnorm.png` | §5.2 头条 val+grad_norm(NVFP4/MXFP4/BF16,AMD-FP4 参照) | +| `rewind_4way_valloss_last5.png` | §5.2 val-rewind 对齐版 | +| `specfix_3way_e2e100step_loss_grad.png` | §3.5 spec-fix 前后 loss+grad | +| `phase_b_ablation_summary_lr.png` (+`.mmd`) | §3.5 scale-floor 消融汇总 | +| `nvfp4_grad_output_backward_path.png` (+`.mmd`) | §3.5 反向路径示意 | +| `nvfp4_diagram1_forward.png` (+`.mmd`) | §3.1 前向两级 scale 流 | +| `nvfp4_diagram2_backward.png` (+`.mmd`) | §3.1/3.2 反向流 | +| `nvfp4_diagram3_stacked.png` (+`.mmd`) | §3.1 前反向合流 | +| `amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png` | §4.1 AMD-FP4(简述) | +| `amdfp4_deosc_vs_base_val_loss_final_last5.png` | §3.6/§5.3 de-osc on/off | + +> 注:为对齐你的三点拍板,已删除 9 张图(3 张旧口径:16k-3panel / 20k-3way / test2 平台;6 张探索性/次要:outer-block、4o6×2、ufp4、nvfp4-vs-amdfp4 示意、amdfp4-deosc-vs-bf16)。以上现图多为研究态,建议按 G4 重绘英文统一风格版。 + +--- + +## 6. 仍需你拍板的 2 点(其余已按 07-10 收敛) +1. **op-level 主表协议**(G1):真实数据 SNR(推荐)vs 严格对齐 MXFP4 合成协议(需补跑 op-level)? +2. **多 seed / de-osc**:是否要我 (a) 从现有 MLPerf TB 提取 seed 2024/4242 出 mean±std;(b) 补跑 1 个 NVFP4 本体 de-osc on/off?((a) 纯提取,(b) 需机时) diff --git a/nvfp4_tech_report/OUTLINE_zh.md b/nvfp4_tech_report/OUTLINE_zh.md new file mode 100644 index 00000000..a65fa51d --- /dev/null +++ b/nvfp4_tech_report/OUTLINE_zh.md @@ -0,0 +1,187 @@ +# NVFP4 Tech Report — 大纲 (Outline) + +> 目的:为 ALTO 的 **NVFP4** 低精度训练技术报告规划大纲,格式对齐 MXFP4 报告 `tech_report/report.md`。 +> 落档:2026-07-10(据你 07-10 的三点拍板修订)。数据来源:`~/lpt_backup` + 当前 alto 代码库(分支 `han/mxfp4_tech_report`)。 +> 本文件既是**大纲**,也是**数据地图**——每节列出计划内容、已握有的具体数据(含来源路径 + 数值)、配图、可行性状态。 + +## 拟定标题 +**Training LLM with NVFP4: Two-Level Microscaling, Numerical Stability, and Evaluation on the MLPerf Small MoE Benchmark** + +## 本次修订遵循的三条编辑原则(你的拍板) +1. **AMD-FP4 不作并列主线**——仅作为"已合并的变体特性"简短提及(§4.1 + 结果里保留为参照曲线),不与 NVFP4 平起平坐。 +2. **不提任何作废实验**——① 早期"NVFP4 中段劣于 MXFP4"的调查/勘误**完全不写**;② **旧 16K 衰减口径**(total-steps 未对齐 MLPerf,无总结价值)**一律不用、不提**。全文只用 **MLPerf-1.2M 对齐口径**结果。 +3. **未正式发布的 feature 少着墨**——outer-block / 4o6 / UFP4 属探索性、未作正式 feature 发布,压到最小篇幅;**已合并的 feature(AMD-FP4、de-oscillation 去抖动)可正常提**。 + +## 状态图例 +✅ READY(数据在手,可直接成文) | 🟡 PARTIAL(有数据但需从 TB 提取/制表或标注口径) | 🔴 MISSING(需补做) + +## 口径声明(写作时统一遵守) +- **所有结果均为 MLPerf-1.2M 对齐 LR 口径**(cosine 衰减地平线 1.2M,实跑 16128 步切片,LR≈peak)、**同硬件 8×MI300X**、seed 对齐。 +- NVFP4 在 AMD 上**无 native FP4 MFMA**,全程软件 QDQ + BF16 GEMM 仿真;速度不代表 native FP4 上限(作 Limitation)。 + +--- + +# 报告正文大纲 + +## Abstract ✅ READY +NVFP4 = 两级微缩放 FP4(每 16 元素一块的 E4M3 内层 scale + per-tensor FP32 外层 scale),比 MXFP4(32 块、UE8M0 pow2)更细、量化误差更小。报告 ALTO 在 GPT-OSS-20B / MLPerf Small MoE 上的 NVFP4 训练配方(1d2d + RHT + SR + 两级 tensorwise scale,可选 de-oscillation),以及一处关键数值稳定性修复(PTS scale-floor spec fix,解决 MoE 多层 NVFP4 训练 grad_norm 爆炸)。 + +**头条(MLPerf-1.2M 口径, seed=1234, 16128 步, 8×MI300X)**:NVFP4 终点 val loss **3.3484**,距 BF16(3.3228)仅 **+0.0256**,且**全程稳定优于 MXFP4(3.3555)**;grad_norm 全程 ~0.28、无尖峰。(已合并的 UE5M3 变体 AMD-FP4 达 3.3442,作为参照。) +(来源:`reports/gpt_oss_4bit_mlperf1p2m_4way_report_zh.md`) + +--- + +## 1. Introduction ✅ READY +- 低精度训练脉络(FP16→BF16→FP8→FP4);OCP MX 与 NVFP4 两条 4-bit 路线。 +- **NVFP4 vs MXFP4 的定义性差异**(下表):NVFP4 用 E4M3 连续内层 scale + 两级 scaling 换更低量化误差,代价是 AMD 硬件上必须软件 QDQ 仿真。 +- 贡献:(i) NVFP4 两级微缩放训练配方;(ii) 定位并修复导致 MoE 多层 NVFP4 训练 grad_norm 爆炸的 **PTS 量化 spec / scale-floor bug**;(iii) NVFP4 vs MXFP4 的 op-level 与 e2e 系统对比(MLPerf 对齐口径)。 + +| 维度 | MXFP4 | NVFP4 | +|---|---|---| +| inner block | 32 | **16**(更细) | +| inner scale | E8M0(pow2, uint8) | **E4M3**(max 448,含尾数) | +| 外层 scale | 无 | **per-tensor FP32**(两级 scaling) | +| CDNA4 native MFMA | ✅ | ❌ 必须软件 QDQ + BF16 GEMM | +| 误差结构 | resolution 为主 | resolution + range | + +> 一句话带过:ALTO 亦支持把内层 scale 换成动态范围更宽的 UE5M3(即已合并的 **AMD-FP4** 变体),详见 §4.1。 +(来源:`MASTER_HANDOFF_zh.md §1`、代码 `alto/kernels/fp4/nvfp4/nvfp_quantization.py`) + +--- + +## 2. Problem Setting + +### 2.1 Benchmark: MLPerf Small MoE ✅ READY +GPT-OSS-20B(~20.9B MoE,~3.6B active)在 C4 子集上预训练,对齐 MLPerf Training v6.0 GPT-OSS-20B。声明:MLPerf 官方任务是 BF16,本文在其协议下跑 FP4 属内部研究,非合规提交。 + +### 2.2 Training Protocol ✅ READY +配置 `gpt_oss_20b_lpt`。超参表: + +| 超参 | 值 | +|---|---| +| seq_len | 8192 | +| Global batch size | 16(local_bs=1, grad accum=2) | +| LR 地平线 / 实跑 | **1,200,000**(MLPerf 对齐)/ 16128 步切片 | +| base / min lr | 4e-4 / 4e-5(min_lr_factor=0.1) | +| scheduler / optimizer | cosine, warmup=128 / AdamW(β=0.9/0.95, eps=1e-5, wd=0.1), clip 1.0 | +| 并行 | EP=8, TP=1, ETP=1, dp_shard=8, AC=none | +| val / seed | freq=768, steps=64 / seed=1234(另有 2024/4242) | + +要写明 **val-rewind**(子模块 torchtitan `82084e7`):每次 eval 从验证集开头重建 dataloader,保证跨 eval 点可比、对齐 MLPerf。**(不提旧滑动窗口/旧口径作业。)** +(来源:`NEW_AGENT_ONBOARDING_zh.md §3`、`MASTER_HANDOFF_zh.md §2.3`) + +### 2.3 Evaluation Methodology ✅ READY +- **Operator-level SNR**(dB,$10\log_{10}\frac{\sum X^2}{\sum(X-\hat X)^2}$):报告 forward $O$ / $\mathrm{d}X$ / $\mathrm{d}W$;linear 与 grouped GEMM 分列。 +- **真实数据 SNR 协议**(NVFP4 特有、比纯合成更强):HF 原始 BF16 权重 + 真实 C4 激活,过真实 20B 前反向,采 L1/L12/L20 的 attention `wq` 与 MoE `experts`。 +- **End-to-end**:C4 验证 cross-entropy。 +(来源:`reports/real_data_op_level_snr_report_zh.md`、`reports/low_precision_training_verification_protocol_zh.md`) + +--- + +## 3. Method(推荐 NVFP4 配方) +> 推荐配方 = **1d2d hybrid block + RHT + SR + 两级 tensorwise scale**(+ 可选 de-oscillation)。recipe `nvfp4_alllayers_rank0.yaml`。 + +### 3.1 NVFP4 Two-Level Microscaling Format ✅ READY ★核心节(MXFP4 报告没有) +- 每 16 元素一块,元素 E2M1;**两级 scale**:内层 `inner_scale`(E4M3, per-16-block)+ 外层 `outer_scale`(per-tensor FP32, spec `s_global`)。 +- 外层 $s_\mathrm{outer}=\mathrm{amax}/(448\times6)=\mathrm{amax}/2688$(clamp $\ge10^{-30}$);内层 $s_\mathrm{inner}=\mathrm{round\_E4M3}(\mathrm{clamp}(\frac{\mathrm{blockamax}}{s_\mathrm{outer}\cdot6},[E4M3\_EPS,448]))$;量化 $\hat x=\mathrm{round\_{E2M1}}(x/(s_\mathrm{inner}s_\mathrm{outer}))$。 +- **配图**:`figures/nvfp4_diagram1_forward.png`、`figures/nvfp4_diagram3_stacked.png`。软件仿真流 `BF16→quant→FP4→dequant→BF16→GEMM`。 +(来源:`nvfp_quantization.py` L19-52,L242-253,L423-445;`nvfp_linear.py`) + +### 3.2 Hybrid 1D/2D Block Quantization ✅ READY +激活 1D(1×16,兼容 RHT)、权重 2D(**16×16**,前反向复用同一量化视图);对比 MXFP4 的 32×32。MoE grouped:expert 权重 `[E,N,K]` 沿末两维 2D。(采纳自 arXiv:2509.25149) + +### 3.3 Randomized Hadamard Transform (RHT) ✅ READY +`use_hadamard`;作用于 wgrad 路径,前向不变,要求 `use_2dblock_x=false`;dense + grouped 均已接线。 + +### 3.4 Stochastic Rounding on Gradients (SR) ✅ READY +`use_sr_grad`;仅反向梯度量化用 SR(Philox),前向 RNE。与 §3.5 强相关(spec bug 未修时 SR 在坏 scale 网格上注入巨量方差)。 + +### 3.5 PTS Quantization Spec Fix / Scale-Floor ✅ READY ★NVFP4 独有"英雄"结果(单列一节) +- **症状**:GPT-OSS-20B MoE 上 >1 层 NVFP4 时累计 grad_norm 从 ~1.4 爆到 1067–2178;MXFP4 同配方稳定 ~1.4。 +- **根因**:PTS 被误 clamp 到 `E4M3_EPS=0.015625`;反向 dY 真实 amax ~1e-3–1e-5 → 自然 PTS ~1e-7–1e-9 被抬高 4–6 个数量级 → block scale 塌到 E4M3 下限 → SR 注入 $O(s^2)$ 方差($R\approx1.5\times10^6$,方差放大 $R^2\approx2.4\times10^{12}$)→ 经 MoE grouped 反向链式放大。 +- **判决实验**:`pts_no_clamp`(仅去 PTS 的 FP32 下 clamp)→ 累计 grad_norm 656.67→1.42,回到基线。 +- **修复**:clamp(min=E4M3_EPS)→clamp(min=1e-30) + 公式重排为 spec 顺序(先 PTS 归一、单次 clamp+round)。修复后 6-cut grad_norm 与基线一致;op-level 345 passed。 +- **配图**:`figures/specfix_3way_e2e100step_loss_grad.png`、`figures/phase_b_ablation_summary_lr.png`、`figures/nvfp4_grad_output_backward_path.png`。 +(来源:`reports/nvfp4_pts_quantization_spec_fix_handoff_zh.md`、`reports/phase_b_abl5_nvfp4_scale_floor_root_cause_zh.md`、`.../scale_floor_math_zh.md`) + +### 3.6 Weight De-Oscillation(已合并 feature) 🟡 PARTIAL +- OsciReset 简化版(`deosc_step/period/ratio`,默认 2000/200/4.0,post-AdamW hook),代码 `alto/components/optimizer.py` 支持 NVFP4/MXFP4 wrapper(含 grouped,reduction axis=-2);同 MXFP4 报告 §3.4。 +- **数据**:MLPerf 口径 de-osc on/off e2e **已有(在 AMD-FP4 变体上)**:`figures/amdfp4_deosc_vs_base_val_loss_final_last5.png`(TB: `amdfp4_deosc2000_200_4_mlperf1p2M_*`)。 +- **缺口**:NVFP4 本体的 de-osc on/off e2e(见 gaps G3)——正文用 AMD-FP4 变体演示并标注,或补跑 1 个 NVFP4+deosc。 + +--- + +## 4. Additional Directions(压缩,少着墨) +> 说明:本章刻意简短。**AMD-FP4、de-oscillation 为已合并 feature;outer-block / 4o6 / UFP4 为探索性、未正式发布**。 + +### 4.1 AMD-FP4 (UE5M3 Inner Scale)(已合并变体,简述) ✅ READY +NVFP4 微块布局 + UE5M3 内层 scale(max 114688,动态范围 ~256× 宽于 E4M3),shared-body 复用 100% NVFP4 kernel,仅 `scheme:"amdfp4"`(自动锁 `ue5m3`)。作用:op-level plain 配置下 UE5M3 宽范围直接改善 NVFP4 中/深层 SNR;e2e 与 NVFP4 基本持平、略优(作参照,不展开)。**配图**:`figures/amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png`。 +(来源:`reports/amdfp4_support_handoff_zh.md`) + +### 4.2 Exploratory Directions(未发布,一段带过) 🟡 PARTIAL +一小节/一段简述"曾探索但未作正式 feature 发布"的方向,附一句结论即可,不铺数据: +- **Outer-block(double-block)scaling**(TetraJet-v2 arXiv:2510.27527):把外层 scale 从 per-tensor 换 per-block;结论——**生产配方(RHT 已去 outlier)下相对 tensorwise 基本无增益**。 +- **Four-over-6(4/6)自适应块缩放**(arXiv:2512.02010):仅激活,M=6/M=4 双候选取误差小者;结论——方向为正、当前规模幅度极小。 +- **UFP4(均匀 E1M2/INT4 网格 + full-RHT)**:均匀网格无收缩偏置;目前仅 CPU 诊断 + 单测,e2e 待评估。 +- **低秩 / DecomposedLinear outlier 补偿、DGE、clipping**:一句话——低秩已可用(rank%16)、DGE 在 20B 有害、clipping 未在 NVFP4 落地。 + +--- + +## 5. Results + +### 5.1 Operator-Level Numerical Accuracy ✅ READY(数据丰富) +两张主表 + 讨论(**NVFP4 vs MXFP4** 为主;AMD-FP4 可作附列): +- **合成**:小/中 K 下 NVFP4 领先 MXFP4 +4~+9 dB;大 K(2048) 反向落后 3~5 dB(K-aware 阈值已知)。 +- **真实数据 deploy 配置**:NVFP4 **18/18 项全胜 MXFP4**(+0.39~+12.15 dB,深层 dW 最强);plain 配置为混合(NVFP4 dW 全胜、MoE fwd 弱 → 开外层 scale 后翻盘)。 +- 讨论:NVFP4 的 dW 优势、MoE forward 弱点及其被外层 scale 修复、RHT/SR 对各分量影响。 +(来源:`reports/real_data_op_level_snr_report_zh.md`、`reports/mxfp4_vs_nvfp4_op_level_test_audit_zh.md`;全部 dB 数值可逐行搬运) + +### 5.2 End-to-End Training(仅 MLPerf-1.2M 口径) ✅ READY + 🟡 多 seed 待提取 +**主结果(seed=1234, 8×MI300X, 末 5 个 val 节点)**: + +| step | NVFP4 | MXFP4 | BF16 | AMD-FP4(参照) | +|---:|---:|---:|---:|---:| +| 13056 | 3.4084 | 3.4145 | **3.3881** | 3.4056 | +| 13824 | 3.3828 | 3.3901 | **3.3627** | 3.3827 | +| 14592 | 3.3925 | 3.3996 | **3.3696** | 3.3901 | +| 15360 | 3.3591 | 3.3670 | **3.3340** | 3.3554 | +| **16128** | **3.3484** | 3.3555 | **3.3228** | 3.3442 | + +- 排序全程稳定 `BF16 < NVFP4 < MXFP4`;NVFP4 距 BF16 +0.0256、全程优于 MXFP4;grad_norm ~0.28 无尖峰。 +- **配图**:`figures/gpt_oss_4bit_mlperf1p2m_4way_loss_gradnorm.png`(主图)、`figures/rewind_4way_valloss_last5.png`(val-rewind 对齐版)。 +- **多 seed(MLPerf 口径,🟡 需从 TB 提取)**:NVFP4/MXFP4/BF16 均有 seed 2024/4242 的 MLPerf-1.2M run(TB 在 `alto_runs/*_mlperf1p2M_seed{2024,4242}_*`),可出 mean±std。**(不使用任何旧 16K 衰减口径 seed 数据。)** +(来源:`reports/gpt_oss_4bit_mlperf1p2m_4way_report_zh.md`、`gpt_oss_4bit_jobs_tracker_zh.md`) + +### 5.3 De-Oscillation Effect(已合并技术) 🟡 PARTIAL +MLPerf 口径 de-osc on/off(当前在 AMD-FP4 变体上),`figures/amdfp4_deosc_vs_base_val_loss_final_last5.png`。用于说明 de-osc 作为晚段稳定器的效果;标注 NVFP4 本体 de-osc e2e 为待补(G3)。可附一句:探索性方向(outer-block/4o6)在本规模基本中性。 + +### 5.4 Throughput / Cost ✅ READY +| 方案 | tps | MFU | 显存 GiB | +|---|---:|---:|---:| +| BF16 | 5539 | 13.3% | 107 | +| MXFP4 | 3662 | 8.8% | 119 | +| NVFP4 | 3061 | 7.4% | 119 | +| (AMD-FP4 参照) | 2920 | 7.0% | 119 | + +NVFP4 因连续外层 scale + 软件 QDQ,约为 BF16 的 1/1.8、比 MXFP4 慢 ~20%;MFU 普遍低因 GBS=16 debug 规模。 + +--- + +## 6. Limitations ✅ READY +- **软件仿真 + NVFP4 无 native MFMA**(比 MXFP4 更受限):结果表征算法鲁棒性,非 native FP4 吞吐。 +- **MLPerf 口径为 16K 切片 + 主 seed**(多 seed 可补);终点 3.3484 未到 3.34(LR 未衰到底,符合预期);全程达标为 future work。 +- **MoE forward SNR 为 NVFP4 plain 弱项**(靠外层 scale 修复)。 +- **部分探索性方向未作正式 feature 发布**(outer-block/4o6/UFP4)。 +- **未完成 MLPerf 正式提交**。 + +## 7. Conclusion ✅ READY +NVFP4 两级 E4M3 微缩放 + 1d2d + RHT + SR,在修复 PTS scale-floor spec bug 后,可在 GPT-OSS-20B 上健康稳定收敛,MLPerf 对齐口径下比 MXFP4 更接近 BF16(+0.026 vs +0.033)。未来:kernel 融合、EP 下 FP4 dispatch、native FP4 硬件、全程 MLPerf 提交。 + +## References +沿用 MXFP4 报告 [1]-[8],重点:NVFP4 pretraining(arXiv:2509.25149,1d2d/RHT/SR)、TetraJet-v2(arXiv:2510.27527,de-oscillation)、OCP MX spec、ALTO repo;AMD UE5M3 spec(GFXIPARCH-2067 §19.10)。(outer-block/4o6/UFP4 相关文献仅在 §4.2 简注。) + +--- + +## 附:仍需你拍板的 2 点(其余已按你 07-10 拍板收敛) +1. **op-level 主表协议**:用 NVFP4 更强的"真实数据"SNR(推荐)还是严格对齐 MXFP4 报告的"合成注入 outlier"协议做 apple-to-apple(需补跑 op-level,数小时)? +2. **多 seed**:是否要我从现有 MLPerf 口径 TB 提取 seed 2024/4242 出 mean±std(纯提取,不补跑)? diff --git a/nvfp4_tech_report/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png b/nvfp4_tech_report/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png new file mode 100644 index 0000000000000000000000000000000000000000..c3421669c9ec497f6ab119854cf1de7375147183 GIT binary patch literal 144844 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z4xiC9pr;pZ>b4#MmI+$dekPsyxBc8BHi3P{4=Y_>&a%R$C%k_3PK?fWewJUfGQ(OuD(9yu25XPXpX2Z1-tvjF}7Df~@pR zwLb9|2-)7}Ki&_Ta?yVgQcYDZEPVg}SJJY@t%UN}|EH%)>Y_;b@w+_dd;OWH*v*emn>A2ctPhdp{s0I|eJ zu?^)rh)=s#{5*MjQZ_(AZeB VaC%KS6aR%qPFk6iCi&Zq{{s6S>oNcU literal 0 HcmV?d00001 diff --git a/nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.mmd b/nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.mmd new file mode 100644 index 00000000..cdf97197 --- /dev/null +++ b/nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.mmd @@ -0,0 +1,48 @@ +flowchart LR + IN["grad_output (dY, BF16)
from layer L+1 autograd
(upstream chain rule)"] + + HAD["Hadamard rotate H
left_mul=True
(wgrad path only;
dgrad path does NOT rotate)"] + + DGRAD_QDQ["SR-QDQ #1 (root cause)
_qdq(grad_output,
axis=-1, use_sr=True)

autograd.py:200-203"] + + WGRAD_QDQ["SR-QDQ #2 (root cause)
_qdq(grad_output_H,
axis=0, use_sr=True)

cg_backward.py:108-119
(inside _nvfp4_grouped_wgrad)"] + + GD["_nvfp4_grouped_dgrad
dX = g_dq @ w_bwd
(BF16 GEMM, QDQ emulation)"] + + GW["_nvfp4_grouped_wgrad
dW = g_m_dq^T @ x_bwd
(BF16 GEMM, QDQ emulation)"] + + W_BWD["w_bwd (saved from forward)
_qdq(W, axis=-2)

ABL.2 D2: innocent"] + + X_BWD["x_bwd (saved from forward)
_qdq(Hadamard(X), axis=0)

ABL.2 D4: innocent"] + + DX["dX (BF16)
-> layer L-1's grad_output

This carries SR noise upstream;
cross-layer ε² accumulates here
"] + + DW["dW (BF16)
-> AdamW optimizer
-> contributes to global grad_norm"] + + IN -->|"dgrad path
(no Hadamard)"| DGRAD_QDQ + IN -->|"wgrad path"| HAD + HAD --> WGRAD_QDQ + + DGRAD_QDQ --> GD + W_BWD --> GD + + WGRAD_QDQ --> GW + X_BWD --> GW + + GD --> DX + GW --> DW + + classDef incoming fill:#cce5ff,stroke:#0056b3,color:#000,stroke-width:2px + classDef rootcause fill:#f8d7da,stroke:#dc3545,color:#000,stroke-width:3px + classDef safe fill:#d4edda,stroke:#28a745,color:#000,stroke-width:2px + classDef gemm fill:#fff3cd,stroke:#ffc107,color:#000,stroke-width:2px + classDef output fill:#e2e3e5,stroke:#383d41,color:#000,stroke-width:2px + classDef neutral fill:#ffffff,stroke:#6c757d,color:#000,stroke-width:2px + + class IN incoming + class HAD neutral + class DGRAD_QDQ,WGRAD_QDQ rootcause + class W_BWD,X_BWD safe + class GD,GW gemm + class DX output + class DW output diff --git a/nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.png b/nvfp4_tech_report/figures/nvfp4_grad_output_backward_path.png new file mode 100644 index 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b/nvfp4_tech_report/figures/phase_b_ablation_summary_lr.mmd new file mode 100644 index 00000000..a2b7f135 --- /dev/null +++ b/nvfp4_tech_report/figures/phase_b_ablation_summary_lr.mmd @@ -0,0 +1,23 @@ +flowchart LR + P["Problem
NVFP4 cumulative grad_norm
explodes 100x-2000x
MXFP4 same SR does not"] + + A["B-ABL.1 fwd vs bwd (24 runs)
━━━━━━━━━━━━━
Backward = 100% the source"] + + B["B-ABL.2 bwd tensor bypass (36 runs)
━━━━━━━━━━━━━
Root op = 2x _qdq(grad_output, SR)
stride / non-contig hypothesis killed"] + + C["B-ABL.5 op-internal bisect (S1+S7+F.2)
━━━━━━━━━━━━━
Noise = SR randomness only
NVFP4 single-op quieter than MXFP4 (paradox)"] + + D["PENDING
━━━━━━━━━━━━━
S3: block_size 16 -> 32
answers: does it explain
'MXFP4 doesn't explode'?"] + + P -->|switch to precision-ablation| A + A -->|bwd locked| B + B -->|op locked, H1 dead| C + C -.->|cross-layer propagation open| D + + classDef problem fill:#cce5ff,stroke:#0056b3,color:#000,stroke-width:2px + classDef confirmed fill:#d4edda,stroke:#28a745,color:#000,stroke-width:2px + classDef pending fill:#fff3cd,stroke:#ffc107,stroke-width:2px,stroke-dasharray:5 5,color:#000 + + class P problem + class A,B,C confirmed + class D pending diff --git a/nvfp4_tech_report/figures/phase_b_ablation_summary_lr.png b/nvfp4_tech_report/figures/phase_b_ablation_summary_lr.png new file mode 100644 index 0000000000000000000000000000000000000000..9aec61645ac6f70b664e938254679986f8be809d GIT binary patch literal 89568 zcmd43Ra9GH*Dc(ZLTM>biaUkk)}qA=#oZlJ+@-iv+@U~mEA9lhKq&5R#oYqIAvpi; zYvX(WF}`tb&c)eR86?@+``OQ0YpyxxB1}LmU zfWLg+b?1NbN{_}{?Bly~o92$2@p21SSoB1TEdJnH)&Vu=YPI6169UD2j@50JKOCONF3Al1grwQ)%&@;d zwY#!&a&po)Sc43_zr?J==2mdEesy*hvBdR~GJI4$G3_7ML?`~g-cZit52YYa6RAw4 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b/nvfp4_tech_report/report.md @@ -0,0 +1,278 @@ +# Training LLM with NVFP4: Two-Level Microscaling, Numerical Stability, and Evaluation on the MLPerf Small MoE Benchmark + +> **DRAFT v0.1 (2026-07-10).** Companion to the MXFP4 report (`tech_report/report.md`). All end-to-end results are on the same hardware generation (8×AMD MI300X) under the MLPerf-aligned 1.2M-step learning-rate schedule; multi-seed numbers are extracted from existing TensorBoard logs. + +--- + +## Abstract + +Training large language models in 4-bit floating point promises large memory and compute savings, but the choice of FP4 microscaling format materially affects accuracy. We present an open-source training recipe ([ALTO](https://github.com/AMD-AGI/ALTO)) for **GPT-OSS-20B**—a 20-billion-parameter mixture-of-experts (MoE) model—on the **MLPerf Small MoE** benchmark under the **NVFP4** microscaling format. NVFP4 encodes values as E2M1 with a **two-level scale**: a fine-grained E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale. Relative to MXFP4 (32-element blocks with a power-of-two UE8M0 scale), the finer block size and the higher-resolution two-level scale reduce quantization error. Our recipe composes hybrid 1D/2D block quantization, randomized Hadamard transforms (RHT), and stochastic rounding (SR) from [arXiv:2509.25149] with an optional weight de-oscillation scheme from TetraJet-v2 [arXiv:2510.27527]. A central engineering contribution is diagnosing and fixing a **per-tensor-scale (PTS) quantization-spec bug** whose scale floor caused NVFP4 gradient norms to explode by 100–1000× on multi-layer MoE training; the fix restores BF16-level gradient stability. On C4 validation with global batch size 16, NVFP4 reaches a validation loss of **3.3459 ± 0.0024** (3 seeds) at the 16,128-step slice, within **0.0195** of the BF16 baseline (**3.3264 ± 0.0031**) and consistently below MXFP4 (**3.3548 ± 0.0016**) on every seed. We report operator-level SNR against BF16 under both a synthetic injected-outlier protocol and a real-activation protocol, and we characterize the already-merged AMD-FP4 (UE5M3 inner scale) variant. All experiments use fake-quantized NVFP4 kernels; because current AMD hardware has no native NVFP4 MatrixCore path, execution is quantize–dequantize (QDQ) emulation and wall-clock speed is not optimized. + +--- + +## 1. Introduction + +Low-precision training has progressed from FP16 and BF16 to FP8 and, recently, 4-bit floating-point formats. Two 4-bit microscaling families are now prominent: the Open Compute Project (OCP) **MXFP4** format (32-element blocks, power-of-two UE8M0 block scale) and NVIDIA's **NVFP4** format (16-element blocks, an E4M3 block scale normalized by a per-tensor FP32 outer scale). Both encode elements as E2M1 (one sign, two exponent, one mantissa bit; magnitudes in $\{0,0.5,1,1.5,2,3,4,6\}$). For sparse MoE models such as GPT-OSS-20B, where expert matrices dominate compute and memory, 4-bit training could unlock disproportionate efficiency gains. + +The two formats trade off differently. MXFP4's UE8M0 scale is a pure power of two: cheap, hardware-friendly on CDNA4 (a native scaled MatrixCore GEMM exists), but coarse. NVFP4's two-level scale carries mantissa bits (E4M3) and a continuous per-tensor normalizer, giving finer resolution and better outlier absorption—at the cost that current AMD MatrixCore FP4 instructions honor only a power-of-two (biased-exponent) scale operand, so NVFP4 cannot use the native GEMM and must run as software QDQ emulation. + +| Property | MXFP4 | NVFP4 | +|---|---|---| +| Inner block size | 32 | **16** (finer) | +| Inner (block) scale | E8M0 power-of-two (uint8) | **E4M3** (max 448), stored in FP32 | +| Outer scale | none | **per-tensor FP32** (two-level scaling) | +| CDNA4 native MatrixCore GEMM | yes | **no** — software QDQ emulation | +| Dominant error | resolution | resolution + dynamic range | + +This report describes ALTO's methodology for NVFP4 training on the MLPerf Small MoE task. Hybrid 1D/2D block quantization, RHT, and SR are adopted from [arXiv:2509.25149]; weight de-oscillation is adapted from TetraJet-v2 [arXiv:2510.27527]. Our contributions are: (i) a composable NVFP4 training recipe for MX-style MoE models implemented in a unified kernel and modifier stack; (ii) the diagnosis and fix of a PTS scale-floor bug that otherwise makes multi-layer NVFP4 MoE training diverge (Section 3.5); and (iii) a systematic NVFP4-vs-MXFP4 comparison at the operator level (synthetic and real data) and end-to-end (multi-seed, MLPerf-aligned). ALTO also supports replacing the E4M3 inner scale with the wider-range UE5M3 grid—the already-merged **AMD-FP4** variant—which we report as a reference point (Section 4.1). We state explicitly where the implementation remains a research prototype rather than a performance-optimized production system. + +--- + +## 2. Problem Setting + +### 2.1 Benchmark: MLPerf Small MoE + +We evaluate on the **MLPerf Small MoE** training benchmark, which specifies pretraining of a sparse MoE LLM on a subset of the C4 dataset. Our target model is **GPT-OSS-20B** (~20.9B parameters, ~3.6B active per token), an open-source MoE architecture released by OpenAI. The official MLPerf task is a BF16 workload; running FP4 under its protocol is an internal research exercise on capability and convergence, not a compliant MLPerf submission. + +### 2.2 Training Protocol + +Training hyperparameters follow the ALTO configuration `gpt_oss_20b_lpt`: + +| Hyperparameter | Value | +|----------------|-------| +| Training / validation data | Pre-tokenized C4 subset / C4 validation set | +| Sequence length | 8,192 tokens | +| Global batch size | 16 (local batch 1, gradient accumulation 2) | +| LR-decay horizon | **1,200,000 steps** (MLPerf-aligned cosine), run as a 16,128-step slice | +| Base / min learning rate | $4\times10^{-4}$ / $4\times10^{-5}$ (min-LR factor 0.1) | +| Scheduler / warmup | cosine decay / 128 steps | +| Optimizer | AdamW ($\beta_1{=}0.9,\ \beta_2{=}0.95,\ \varepsilon{=}10^{-5}$, weight decay 0.1), grad-norm clip 1.0 | +| Parallelism | expert parallelism 8; tensor parallelism 1; FSDP shard 8; activation checkpointing none | +| Validation | every 768 steps, 64 validation steps; seeds 1234 / 2024 / 4242 | + +Two protocol points are essential for comparability. First, the learning-rate cosine decays over the **MLPerf 1.2M-step horizon**; we run only the first **16,128 steps**, so the learning rate remains near its peak throughout—matching the MLPerf reference regime. All results in this report use this single caliber. Second, validation uses a **rewind dataloader** (torchtitan `82084e7`): each evaluation rebuilds the dataloader from the start of the validation set, so every eval point scores the same fixed samples, as MLPerf requires. + +NVFP4 is applied to all `Linear` layers and `GptOssGroupedExperts` modules; the `lm_head` projection and MoE router gates are kept in BF16, as routing is sensitive to small perturbations. + +### 2.3 Evaluation Methodology + +We evaluate at two levels. + +**Operator-level SNR.** We verify that ALTO's NVFP4 Linear and grouped-GEMM autograd paths reproduce a high-precision reference. Each configuration runs a forward pass and a full backward pass, comparing the NVFP4 outputs and gradients against a BF16 reference. We report signal-to-noise ratio in decibels, + +$$ +\mathrm{SNR} = 10 \log_{10} \frac{\sum_i \mathbf{X}_i^2}{\sum_i (\mathbf{X}_i - \hat{\mathbf{X}}_i)^2}, +$$ + +computed in FP32, for forward output $\mathbf{O}$, input gradient $\mathrm{d}\mathbf{X}$, and weight gradient $\mathrm{d}\mathbf{W}$. We use **two data protocols**: (a) a *synthetic injected-outlier* generator identical to the MXFP4 report—each tensor is $\mathbf{T} = \mathcal{N}(0,1) + \mathrm{Bernoulli}(0.005)\odot\mathcal{N}(0,10^4)$, i.e. ~0.5% of elements receive a ~100× heavy-tail perturbation; and (b) a *real-activation* protocol that feeds real C4 batches through the true GPT-OSS-20B forward/backward with HF BF16 weights, capturing $x/w/y/\mathrm{d}y$ at representative layers (L1/L12/L20) for attention `wq` (dense) and MoE `experts` (grouped GEMM). + +**End-to-end.** We report validation cross-entropy on the held-out C4 set at fixed step checkpoints. The BF16 baseline uses identical data, hyperparameters, and parallelism, differing only in the absence of FP4 quantization. + +--- + +## 3. Method + +The recommended NVFP4 recipe (`nvfp4_alllayers_rank0.yaml`) enables hybrid block quantization, RHT, SR, and the two-level tensorwise scale; weight de-oscillation is optional. + +### 3.1 NVFP4 Two-Level Microscaling Format + +NVFP4 partitions each tensor into blocks of **16 consecutive elements** and quantizes each element to E2M1. Unlike MXFP4's single power-of-two scale per block, NVFP4 uses a **two-level scale**: a per-block **inner** scale $s_{\mathrm{inner}}$ on the E4M3 grid (a general float, max 448), and a per-tensor **outer** scale $s_{\mathrm{outer}}$ in FP32 (the NVFP4 spec's $s_{\mathrm{global}}$). The outer scale first normalizes the tensor to a magnitude the E4M3 grid can represent precisely; the inner scale then exploits E4M3's mantissa bits for fine per-block resolution. Given a tensor with maximum magnitude $a=\max_i|x_i|$ and a block with maximum $b$, + +$$ +s_{\mathrm{outer}} = \frac{a}{448 \times 6} = \frac{a}{2688}, \qquad +s_{\mathrm{inner}} = \mathcal{Q}_{\mathrm{E4M3}}\!\left(\mathrm{clip}\!\left(\frac{b}{6\, s_{\mathrm{outer}}},\ [\varepsilon_{\mathrm{E4M3}},\ 448]\right)\right), +$$ + +$$ +\hat{x}_i = \mathcal{Q}_{\mathrm{E2M1}}\!\left(\frac{x_i}{s_{\mathrm{inner}}\, s_{\mathrm{outer}}}\right), \qquad +\tilde{x}_i = \hat{x}_i \cdot s_{\mathrm{inner}}\, s_{\mathrm{outer}}, +$$ + +where $6$ is the largest E2M1 magnitude and $\varepsilon_{\mathrm{E4M3}}$ is the smallest E4M3 normal. The outer scale is floored at $10^{-30}$ purely as a divide-by-zero guard (Section 3.5 explains why this floor, not the E4M3 floor, is the correct one). + +As illustrated in Figure 1, each linear layer has three underlying GEMMs: a forward GEMM producing $\mathbf{O}$, and backward GEMMs producing $\mathrm{d}\mathbf{X}$ and $\mathrm{d}\mathbf{W}$. Because current AMD MatrixCore FP4 instructions accept only power-of-two scale operands, NVFP4 cannot use them; ALTO performs **fake quantization**—operands are quantized to NVFP4 and immediately dequantized to BF16 before a standard high-precision GEMM (`BF16 → quant → FP4 → dequant → BF16 → GEMM`)—faithfully reproducing FP4 numerical error without realizing memory-bandwidth savings (Section 6). + +**Figure 1.** NVFP4 two-level-scale compute flow across the three GEMMs (forward + backward). + +

+ NVFP4 stacked forward+backward compute flow +

+ +### 3.2 Hybrid 1D/2D Block Quantization + +Following [arXiv:2509.25149], we adopt a **1D–2D hybrid** layout. Activations use 1D blocks (1×16 along the contraction axis), which keeps them compatible with the RHT on the activation-gradient path (Section 3.3). Weights use 2D blocks (**16×16**), so a single quantized weight is valid for both the forward orientation and the transposed backward orientation, eliminating axis-dependent re-quantization. (MXFP4 uses 32×32 weight blocks.) For MoE grouped GEMM, expert weights $\mathbf{W}\in\mathbb{R}^{E\times N\times K}$ receive 2D blocking on the trailing two dimensions, quantized once and reused across forward (contract $K$) and backward (contract $N$). + +### 3.3 Randomized Hadamard Transform (RHT) + +A few large-magnitude activations inflate the per-block scale and compress the rest. Following [arXiv:2509.25149], ALTO applies a **randomized Hadamard transform** on the weight-gradient path (`use_hadamard`): activations and output gradients are multiplied by a $32\times32$ random Hadamard matrix $\mathbf{H}$ before quantization. Because $\mathbf{H}$ is orthogonal, $\mathrm{d}\mathbf{W} = (\mathbf{H}\mathrm{d}\mathbf{O})^\top(\mathbf{H}\mathbf{X}) = \mathrm{d}\mathbf{O}^\top\mathbf{X}$ in expectation, so the transform redistributes outlier energy without changing the underlying gradient. RHT is applied on the 1D activation path and is therefore mutually exclusive with 2D activation blocking, motivating the hybrid layout of Section 3.2. + +### 3.4 Stochastic Rounding on Gradients (SR) + +Deterministic round-to-nearest of gradients systematically rounds small components toward zero. ALTO uses **stochastic rounding** (`use_sr_grad`) during backward gradient quantization: each element rounds up or down with probability proportional to its fractional distance to the two adjacent representable values, yielding an unbiased estimator. Forward-pass quantization of weights and activations remains deterministic. SR interacts strongly with the scale spec of Section 3.5: on a broken scale grid, SR injects variance proportional to the (inflated) scale squared. + +### 3.5 PTS Quantization-Spec / Scale-Floor Fix + +This section describes the single most important numerical-stability result specific to NVFP4. + +**Symptom.** On GPT-OSS-20B MoE, once more than one layer was converted to NVFP4, cumulative gradient norm exploded from a healthy $\approx 1.4$ to **1067–2178**, while MXFP4 with the identical SR/Hadamard recipe stayed at $\approx 1.4$. + +**Root cause.** The per-tensor (outer) scale was clamped to the smallest E4M3 normal, $\varepsilon_{\mathrm{E4M3}} = 0.015625$. But backward output-gradient tensors have true maxima around $10^{-3}$–$10^{-5}$, so the spec-correct outer scale $a/2688$ falls in $10^{-7}$–$10^{-9}$—four to six orders of magnitude *below* the clamp. The clamp inflated the outer scale by a factor $R\approx1.5\times10^6$, collapsing every block's inner scale onto the E4M3 floor and destroying the quantization grid. Because SR variance scales as $O(s^2)$, an $R$-fold scale inflation amplifies gradient-quantization variance by $R^2\approx2.4\times10^{12}$, which then compounds through the MoE grouped-GEMM backward chain across layers. + +**Decisive experiment.** A single-knob ablation (`pts_no_clamp`) that removed *only* the FP32 lower clamp—keeping all block-scale clamping and E4M3 rounding—dropped cumulative gradient norm from **656.67 to 1.42**, matching the BF16/MXFP4 baseline exactly. + +**Fix.** We (i) replace `clip(min=ε_E4M3)` on the outer scale with `clip(min=1e-30)` (a divide-by-zero guard only), and (ii) reorder the quantization to the spec order—normalize by the outer scale *first*, then a single clamp-and-round for the inner E4M3 scale. Post-fix, the six-cut cumulative gradient norm returns to $\approx 1.41$ and the full operator-level suite passes (345 tests). Figure 2 shows the restored loss/gradient stability. + +**Figure 2.** Loss and gradient-norm stability after the PTS scale-floor fix (100-step E2E; NVFP4 vs BF16/MXFP4). + +

+ Spec-fix 3-way 100-step loss and grad norm +

+ +### 3.6 Weight De-Oscillation (Optional) + +Master weights near a quantization bin boundary can oscillate—$Q(w)$ flips between adjacent bins under infinitesimal AdamW updates. ALTO implements a simplified **OsciReset** from TetraJet-v2 [arXiv:2510.27527] as a post-AdamW hook (`deosc_step` / `deosc_period` / `deosc_ratio`, default 2000 / 200 / 4.0): over a window it accumulates per-element FP travel $d_w$ and quantized travel $d_Q$, flags elements with $d_Q/d_w \ge \tau$, and snaps them to their bin center ($w \leftarrow Q(w)$). The hook supports both NVFP4 and AMD-FP4 wrappers, including the grouped-expert reduction axis. Its end-to-end effect at MLPerf caliber is demonstrated on the AMD-FP4 variant in Section 5.3. + +--- + +## 4. Additional Directions + +### 4.1 AMD-FP4 (UE5M3 Inner Scale) + +ALTO's NVFP4 kernel supports swapping the E4M3 inner scale for **UE5M3** (unsigned E5M3, max normal 114688, ~256× wider dynamic range), selected by `scheme: "amdfp4"`; every other recipe field is identical and the two schemes share 100% of the kernel and autograd code. The wider inner-scale range directly mitigates NVFP4's dynamic-range pressure in the *plain* (no-outer-scale) operator regime; once the two-level outer scale is enabled (the production default), AMD-FP4 and NVFP4 converge in operator SNR and end-to-end loss (AMD-FP4 is marginally ahead; Sections 5.1–5.2). We report AMD-FP4 as a merged variant and reference point, not as a separate main line. + +### 4.2 Exploratory Directions (Not Released) + +Several NVFP4-specific techniques were prototyped but are **not released as production features**, and we mention them only briefly. *Outer-block (double-block) scaling* [arXiv:2510.27527] replaces the per-tensor outer scale with a per-block FP32 scale; while it helps under heavy-tail synthetic stress, it shows no measurable end-to-end gain once RHT is enabled (RHT already removes the outliers it targets). *Four-over-Six (4/6)* [arXiv:2512.02010] adaptively maps each activation block's maximum to 4 or 6; its effect is directionally positive but negligible at the current 16k-step scale. *Uniform-grid FP4 (E1M2/INT4) with full-path RHT* removes E2M1's shrinkage bias in CPU diagnostics but is not yet evaluated end-to-end. *Low-rank (decomposed-linear) outlier compensation* is usable (`lora_rank`, multiple of 16) but not part of the recommended recipe. Differential gradient estimation (DGE) is available but, as in MXFP4, is not beneficial at this scale; static/dynamic clipping is not implemented for NVFP4. + +--- + +## 5. Results + +### 5.1 Operator-Level Numerical Accuracy + +**Synthetic injected-outlier protocol.** Table 1 reports SNR of the NVFP4 linear autograd path against a BF16 reference at two contraction sizes. NVFP4 is strongly ahead of MXFP4 on the forward output and on small/medium-$K$ backward (+4 to +9 dB), reflecting the finer 16-element block and higher-resolution scale. At large $K$ (2048), NVFP4's backward $\mathrm{d}\mathbf{X}/\mathrm{d}\mathbf{W}$ fall 3–5 dB *below* MXFP4: the E4M3 block scale absorbs large-$K$ reduction outliers less well than MXFP4's coarser scale, and SR adds noise on top. ALTO encodes this as a known, $K$-aware SNR threshold rather than a bug. + +**Table 1.** NVFP4 vs MXFP4 SNR (dB) on synthetic injected-outlier data (linear autograd; $\mathbf{O}/\mathrm{d}\mathbf{X}/\mathrm{d}\mathbf{W}$). + +| $K$ | SR | Metric | NVFP4 | MXFP4 | $\Delta$ (NV−MX) | +|---:|:--:|:--|---:|---:|---:| +| 128 | off | $\mathbf{O}$ | **24.58** | 15.30 | +9.28 | +| 128 | off | $\mathrm{d}\mathbf{X}$ | **19.48** | 13.74 | +5.74 | +| 128 | off | $\mathrm{d}\mathbf{W}$ | **19.66** | 13.94 | +5.72 | +| 128 | on | $\mathbf{O}$ | **19.79** | 15.30 | +4.49 | +| 128 | on | $\mathrm{d}\mathbf{X}$ | **17.81** | 13.02 | +4.79 | +| 128 | on | $\mathrm{d}\mathbf{W}$ | **17.68** | 13.37 | +4.31 | +| 2048 | off | $\mathbf{O}$ | **23.80** | 15.84 | +7.96 | +| 2048 | off | $\mathrm{d}\mathbf{X}$ | 8.73 | **13.63** | −4.90 | +| 2048 | off | $\mathrm{d}\mathbf{W}$ | 10.32 | **15.08** | −4.76 | +| 2048 | on | $\mathbf{O}$ | **17.67** | 15.84 | +1.83 | +| 2048 | on | $\mathrm{d}\mathbf{X}$ | 8.65 | **12.30** | −3.65 | +| 2048 | on | $\mathrm{d}\mathbf{W}$ | 10.11 | **14.03** | −3.92 | + +**Real-activation protocol (production-aligned).** Table 2 reports SNR on tensors captured from the true GPT-OSS-20B forward/backward, in the deployment configuration (2D weight blocks + RHT + SR; NVFP4's two-level outer scale is the only differentiator from MXFP4). Here **NVFP4 is at or above MXFP4 on every measured quantity**, by +0.4 to +12.2 dB, with the largest gains on deep-layer weight gradients. The MoE-expert forward output—NVFP4's weakest quantity in a bare-format analysis—roughly doubles in absolute SNR once the outer scale is enabled (e.g., L12 6.0→11.3 dB), because the two-level scale is exactly what lets the E4M3 block scale cover heavy-tail dynamic range while preserving FP4 precision. + +**Table 2.** NVFP4 vs MXFP4 vs AMD-FP4 SNR (dB) on real GPT-OSS-20B activations, deployment config. Dense `wq` reports $\mathbf{O}/\mathrm{d}\mathbf{X}/\mathrm{d}\mathbf{W}$ (SR on for backward); MoE `experts` reports forward $\mathbf{O}$. + +| Layer | $\mathbf{O}$ (NV / MX / AMD) | $\mathrm{d}\mathbf{X}$ (NV / MX / AMD) | $\mathrm{d}\mathbf{W}$ (NV / MX / AMD) | MoE $\mathbf{O}$ (NV / MX / AMD) | +|---|---|---|---|---| +| L1 | 15.28 / 11.68 / 15.28 | 12.46 / 10.22 / 12.08 | 17.31 / 15.82 / **18.40** | 8.98 / 8.59 / 8.98 | +| L12 | 17.67 / 14.10 / 17.67 | 12.11 / 9.65 / **12.39** | 23.53 / 18.66 / **24.31** | 11.32 / 10.51 / 11.32 | +| L20 | 17.94 / 13.87 / 17.94 | 6.47 / 3.25 / 6.24 | 29.42 / 19.60 / **31.22** | 10.56 / 9.08 / 10.56 | + +*Discussion.* The synthetic and real protocols agree on the headline: with the production recipe, NVFP4's two-level scale gives it an operator-level fidelity advantage over MXFP4 across the network, most decisively on weight gradients. AMD-FP4 tracks NVFP4 in the deployment configuration (forward output identical; weight gradients marginally higher), confirming that once the outer scale is present the inner-grid choice (E4M3 vs UE5M3) is no longer the determining factor. + +### 5.2 End-to-End Training + +We pretrain GPT-OSS-20B from scratch under the protocol of Section 2.2, using fake-quantized NVFP4 for all Linear and grouped-expert layers (except `lm_head` and router gates). Figure 3 shows the four-way validation-loss and gradient-norm curves for seed 1234; AMD-FP4 is included as the merged-variant reference. + +**Figure 3.** Validation loss and gradient norm on MLPerf Small MoE (GPT-OSS-20B, C4 subset), MLPerf-1.2M caliber, seed 1234. + +

+ 4-way validation loss and grad norm, MLPerf 1.2M caliber +

+ +The ordering is **BF16 < NVFP4 < MXFP4** at every one of the last five evaluation points, and gradient norm converges to $\approx 0.28$ for all formats with no spikes. Table 3 lists the seed-1234 trajectory over the last five eval points. + +**Table 3.** Validation loss, seed 1234 (last five eval points). + +| step | NVFP4 | MXFP4 | BF16 | AMD-FP4 (ref) | +|---:|---:|---:|---:|---:| +| 13056 | 3.4084 | 3.4145 | **3.3881** | 3.4056 | +| 13824 | 3.3828 | 3.3901 | **3.3627** | 3.3827 | +| 14592 | 3.3925 | 3.3996 | **3.3696** | 3.3901 | +| 15360 | 3.3591 | 3.3670 | **3.3340** | 3.3554 | +| **16128** | **3.3484** | 3.3555 | **3.3228** | 3.3442 | + +**Multi-seed.** Table 4 aggregates three seeds (1234 / 2024 / 4242) at the 16,128-step checkpoint, extracted from the completed MLPerf-caliber runs. NVFP4 sits **0.0195** above BF16 and **0.0089** below MXFP4 in the mean, and it beats MXFP4 on all three seeds individually; its seed variance ($\pm 0.0024$) is smaller than the NVFP4–MXFP4 gap, so the ordering is robust. + +**Table 4.** Validation loss at 16,128 steps, mean ± std over seeds (MLPerf-1.2M caliber). + +| Format | seeds | val loss (mean ± std) | $\Delta$ vs BF16 | +|---|---|---:|---:| +| BF16 | 1234 / 2024 / 4242 | 3.3264 ± 0.0031 | — | +| **NVFP4** | 1234 / 2024 / 4242 | **3.3459 ± 0.0024** | **+0.0195** | +| MXFP4 | 1234 / 2024 / 4242 | 3.3548 ± 0.0016 | +0.0284 | +| AMD-FP4 (variant, ref) | 1234 / 2024 | 3.3438 ± 0.0006 | +0.0174 | + +At the 16k-step slice the learning rate has not decayed, so none of the formats (including BF16) has reached its final converged loss; the gaps, not the absolute values, are the comparable quantity at this caliber. + +### 5.3 Weight De-Oscillation Effect + +Figure 4 shows the end-to-end effect of the de-oscillation hook at MLPerf caliber, demonstrated on the AMD-FP4 variant (on vs off). De-oscillation acts as a late-training stabilizer consistent with its design; a native-NVFP4 end-to-end on/off remains to be run (Section 6). The exploratory directions of Section 4.2 (outer-block, 4/6) are essentially neutral on validation loss at this scale. + +**Figure 4.** De-oscillation on vs off (AMD-FP4 variant, MLPerf caliber, last five eval points). + +

+ De-oscillation on vs off, last 5 eval points +

+ +### 5.4 Throughput and Cost + +**Table 5.** Throughput, MFU, and memory (GBS=16, 8×MI300X, MLPerf-1.2M caliber). + +| Format | throughput (tps) | MFU | peak memory (GiB) | +|---|---:|---:|---:| +| BF16 | 5539 | 13.3% | 107 | +| MXFP4 | 3662 | 8.8% | 119 | +| NVFP4 | 3061 | 7.4% | 119 | +| AMD-FP4 (ref) | 2920 | 7.0% | 119 | + +NVFP4 runs at roughly 1/1.8 of BF16 throughput and ~20% below MXFP4, because the continuous outer scale and software QDQ emulation add per-operator overhead that MXFP4's native power-of-two GEMM avoids. MFU is uniformly low because GBS=16 with local batch 1 is a debug-scale configuration. These numbers reflect prototype overhead, not the theoretical advantage of native FP4 arithmetic. + +--- + +## 6. Limitations + +**Fake-quantized execution with no native NVFP4 GEMM.** Because CDNA4 FP4 MatrixCore instructions honor only a power-of-two scale operand, NVFP4 cannot use them and runs entirely as QDQ emulation with BF16 GEMMs—a stricter constraint than MXFP4, which does have a native path. All accuracy results characterize the algorithmic robustness of the format, not the behavior or speed of a fused FP4 hardware stack. + +**16k-step slice, limited seeds.** Results are the first 16,128 steps of the 1.2M-step schedule; the learning rate has not decayed, so absolute losses are not converged values and the 3.34 MLPerf target is not expected to be reached at this slice. Multi-seed coverage is three seeds for BF16/NVFP4/MXFP4 and two for AMD-FP4. + +**Scope.** A single model family (GPT-OSS-20B MoE), a C4 subset, and AMD MI300X hardware. Several NVFP4-specific techniques (outer-block, 4/6, uniform-grid FP4) are exploratory and not released. A native-NVFP4 de-oscillation end-to-end is pending. No formal MLPerf Training submission has been completed. + +--- + +## 7. Conclusion + +We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf Small MoE benchmark. NVFP4's two-level microscaling—an E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale—combined with hybrid 1D/2D blocking, RHT, and SR, trains stably once the PTS scale-floor spec bug is fixed, and converges closer to BF16 than MXFP4: at the 16,128-step MLPerf-aligned slice, NVFP4 reaches 3.3459 ± 0.0024 versus 3.3264 ± 0.0031 for BF16 (+0.0195) and beats MXFP4 (3.3548 ± 0.0016) on every seed. Operator-level SNR, on both synthetic injected-outlier and real-activation data, attributes NVFP4's advantage to its finer block and higher-resolution two-level scale, most decisively on weight gradients. The already-merged AMD-FP4 (UE5M3) variant matches NVFP4 once the outer scale is present. Future work will fuse quantization and transforms into a single kernel pipeline, enable FP4 dispatch under expert parallelism, target native FP4 hardware, and pursue an audited MLPerf Training submission. + +--- + +## References + +[1] AMD AIG. [ALTO: Advanced Low-precision Training and Optimization](https://github.com/AMD-AGI/ALTO). + +[2] NVIDIA Research. "Pretraining Large Language Models with NVFP4." *arXiv preprint [arXiv:2509.25149](https://arxiv.org/abs/2509.25149)*, 2025. + +[3] Chen, Z., et al. "TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control." *arXiv preprint [arXiv:2510.27527](https://arxiv.org/abs/2510.27527)*, 2025. + +[4] Open Compute Project. [OCP Microscaling Formats (MX) Specification](https://www.opencompute.org/documents/ocp-microscaling-formats-mx-specification-v0-5-pdf). + +[5] MLCommons. [GPT-OSS-20B Pretraining Benchmark](https://github.com/mlcommons/training/tree/master/small_llm_moe_pretraining/primus). + +[6] AMD. "UE5M3 / E4M3 scale format" (GFXIPARCH-2067 §19.10), internal hardware specification. + +[7] "Four Over Six: adaptive block scaling for FP4." *arXiv preprint [arXiv:2512.02010](https://arxiv.org/abs/2512.02010)*, 2025. + +--- + +*Draft v0.1. End-to-end results at the 16,128-step slice of the MLPerf 1.2M-step schedule, GBS=16, on AMD MI300X under fake-quantized NVFP4 execution. Multi-seed values extracted from existing TensorBoard logs.* From 51e99d7a63b4abf16d50da04782a4f232f41ba2d Mon Sep 17 00:00:00 2001 From: Zhitao Wang Date: Mon, 13 Jul 2026 02:24:01 +0000 Subject: [PATCH 2/4] doc: restructure tech_report into MXFP4 and NVFP4 subfolders --- nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md | 100 ---------- nvfp4_tech_report/OUTLINE_zh.md | 187 ------------------ tech_report/{ => MXFP4}/dgebwd.png | 0 tech_report/{ => MXFP4}/dgefwd.png | 0 tech_report/{ => MXFP4}/flow.png | 0 tech_report/{ => MXFP4}/report.md | 0 tech_report/{ => MXFP4}/vallossgbs16.png | 0 tech_report/{ => MXFP4}/vallossgbs64.png | 0 ...fp4_deosc_vs_base_val_loss_final_last5.png | Bin ...p4_ue5m3_e4m3_scale_spec_gfxiparch2067.png | Bin ...oss_4bit_mlperf1p2m_4way_loss_gradnorm.png | Bin .../NVFP4}/figures/nvfp4_diagram1_forward.mmd | 0 .../NVFP4}/figures/nvfp4_diagram1_forward.png | Bin .../figures/nvfp4_diagram2_backward.mmd | 0 .../figures/nvfp4_diagram2_backward.png | Bin .../NVFP4}/figures/nvfp4_diagram3_stacked.mmd | 0 .../NVFP4}/figures/nvfp4_diagram3_stacked.png | Bin .../nvfp4_grad_output_backward_path.mmd | 0 .../nvfp4_grad_output_backward_path.png | Bin .../figures/phase_b_ablation_summary_lr.mmd | 0 .../figures/phase_b_ablation_summary_lr.png | Bin .../figures/rewind_4way_valloss_last5.png | Bin .../specfix_3way_e2e100step_loss_grad.png | Bin .../NVFP4}/report.md | 2 +- 24 files changed, 1 insertion(+), 288 deletions(-) delete mode 100644 nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md delete mode 100644 nvfp4_tech_report/OUTLINE_zh.md rename tech_report/{ => MXFP4}/dgebwd.png (100%) rename tech_report/{ => MXFP4}/dgefwd.png (100%) rename tech_report/{ => MXFP4}/flow.png (100%) rename tech_report/{ => MXFP4}/report.md (100%) rename tech_report/{ => MXFP4}/vallossgbs16.png (100%) rename tech_report/{ => MXFP4}/vallossgbs64.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/gpt_oss_4bit_mlperf1p2m_4way_loss_gradnorm.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram1_forward.mmd (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram1_forward.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram2_backward.mmd (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram2_backward.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram3_stacked.mmd (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_diagram3_stacked.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_grad_output_backward_path.mmd (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/nvfp4_grad_output_backward_path.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/phase_b_ablation_summary_lr.mmd (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/phase_b_ablation_summary_lr.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/rewind_4way_valloss_last5.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/figures/specfix_3way_e2e100step_loss_grad.png (100%) rename {nvfp4_tech_report => tech_report/NVFP4}/report.md (98%) diff --git a/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md b/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md deleted file mode 100644 index 655bb4f1..00000000 --- a/nvfp4_tech_report/GAPS_AND_FEASIBILITY_zh.md +++ /dev/null @@ -1,100 +0,0 @@ -# NVFP4 Tech Report — 可行性评估 & 还缺什么 (Gaps & Feasibility) - -> 配套 `OUTLINE_zh.md`。落档 2026-07-10(据你 07-10 三点拍板修订)。 -> 结论先行:**可行性高,且范围收敛后缺口更少**。技术方案、op-level/e2e 数据、图、原始 TB event、绘图脚本大都已在 `~/lpt_backup` 齐备;剩余多为**提取/制表/重绘图**,少量为**可选补跑**。 - ---- - -## 0. 已确认的编辑决策(本次收敛) -1. **AMD-FP4 不作并列主线** → 降为 §4.1 已合并变体 + 结果表参照列。 -2. **不提任何作废实验** → ① 早期"NVFP4 中段劣于 MXFP4"调查/勘误**不写**;② **旧 16K 衰减口径**(total-steps 未对齐 MLPerf)**全程不用、不提**。相关 3 张旧图已从 `figures/` 删除。 -3. **未发布 feature 少着墨** → outer-block / 4o6 / UFP4 压到 §4.2 一段;**已合并的 AMD-FP4、de-oscillation 正常提**。相关探索性 e2e 图已从 `figures/` 删除。 - -> 影响:原来的"历史对照 + 勘误框""旧口径 3-seed""增量特性逐个铺开"三块**已从大纲移除**,报告更聚焦、缺口更少。 - ---- - -## 1. 总体可行性判断 - -| 维度 | 判断 | 依据 | -|---|---|---| -| 技术方案完整度 | ✅ 高 | NVFP4 两级 microscaling、1d2d、RHT、SR、PTS spec-fix、de-osc(+已合并 AMD-FP4)代码与文档齐全 | -| 头条 e2e(MLPerf 口径) | ✅ 有 | 4-way seed=1234 跑完,TB 在手(NVFP4/MXFP4/BF16 为主,AMD-FP4 参照) | -| 多 seed(MLPerf 口径) | 🟡 有 run,需提取 | NVFP4/MXFP4/BF16 的 seed 2024/4242 MLPerf-1.2M run 均有 TB | -| op-level SNR | ✅ 有(比 MXFP4 报告强) | 合成 + 真实数据 SNR 全套数值 | -| 数值稳定性故事 | ✅ 有(独家亮点) | PTS scale-floor spec-fix 全链条 | -| de-osc e2e | 🟡 有(AMD-FP4 变体) | MLPerf 口径 de-osc on/off 已跑(NVFP4 本体待补) | -| 原始数据可复算/图可重绘 | ✅ 可 | 271 个 run 的 TB + 全套 `plot_*.py`/`report_mlperf1p2m_4way.py`/`snr_*.py` | -| native FP4 速度 | 🔴 无(设计约束) | NVFP4 无 native MFMA,全程 QDQ 仿真,只作 Limitation | - -**一句话**:可立刻起草与 MXFP4 报告同规格、且在"数值稳定性根因修复 + NVFP4 vs MXFP4 真实数据 SNR"上更有料的报告;剩余以数据提取/制表/重绘图为主。 - ---- - -## 2. 已握有的数据(Inventory,收敛后) - -**代码(当前分支 `han/mxfp4_tech_report` 已含)**:NVFP4 核心(block-16 / E2M1 / E4M3 内层 / FP32 tensorwise 外层 / grouped GEMM)、RHT、SR、DGE、de-oscillation、低秩 `DecomposedLinear`;PTS scale-floor spec-fix(`nvfp_quantization.py` 已含 1e-30 floor)。 - -**e2e(均 MLPerf-1.2M 口径、8×MI300X、TB 在 `~/lpt_backup/alto_runs/`)**: -- 4-way seed=1234:`{nvfp4,mxfp4,amdfp4,bf16}_...mlperf1p2M...20260615*`(**头条**) -- seed 2024 & 4242:NVFP4/MXFP4/BF16/AMD-FP4 均有 → 可出 mean±std -- val-rewind 对齐 4-way(seed1234):`*_rewind_seed1234_*` -- de-osc on/off(AMD-FP4 变体):`amdfp4_deosc2000_200_{4,8}_mlperf1p2M_*` - -**op-level SNR**:合成(audit)+ 真实数据(plain/deploy,NVFP4/MXFP4/AMD-FP4,L1/L12/L20,attention wq + MoE experts)全套 dB 数值。 - -**脚本**:`scripts/{report_mlperf1p2m_4way, plot_rewind_4way_valloss, plot_amdfp4_deosc_vs_bf16_valloss, ...}.py`。 - -**图(`figures/`,收敛后 10 PNG + 5 mmd)**:见 §5。 - ---- - -## 3. 代码分支现状(诚实标注) -- **已合并 / 可作为正式内容**:NVFP4 核心 + RHT/SR/DGE、de-oscillation、低秩补偿(在当前分支 / main);**AMD-FP4**(按你的口径为已合并 feature)。 - - ⚠️ 事实核对提示:当前 `han/mxfp4_tech_report` 工作树里**没有 amdfp4 kernel 目录**(代码在 `origin/zhitao/support-amd-fp4`)。若报告要以"单分支可复现"口径写 AMD-FP4,请确认它已并入你的目标分支。 -- **探索性 / 未正式发布(§4.2 一段带过即可)**:outer-block(`origin/zhitao/nvfp4-outer-scale`)、4o6(`origin/zhitao/support-nvfp4-4-over-6`)、UFP4(独立分支)。 - ---- - -## 4. 还缺什么(收敛后,按优先级) - -### 🟡 P1 -**G1|op-level SNR 主表协议(需你选)** -- MXFP4 报告用"合成注入 outlier"协议出 Table 1/2;NVFP4 最强的是**真实数据 SNR**(协议不同)。 -- 闭合:(a) **推荐**——正文用真实数据 SNR + 说明协议差异;(b) 严格 apple-to-apple——用 MXFP4 报告的合成生成器 + 同 config 列表补跑 NVFP4 op-level SNR(便宜,数小时)。 - -### 🟢 P2(多为提取/重绘,非补跑) -**G2|多 seed mean±std(MLPerf 口径)** — run 已存在,需从 TB 提取汇总。纯提取。 -**G3|NVFP4 本体 de-osc e2e** — 现有 de-osc e2e 在 AMD-FP4 变体;NVFP4 本体可用变体代理并标注,或补跑 1 个 NVFP4+deosc 16K 作业(~25h/8卡)。 -**G4|图英文化/统一风格** — 现图多中文/研究态;用 `lpt_backup/scripts/` 脚本 + TB 重绘英文统一风格版(对齐 `tech_report/*.png`)。可行,纯工作量。建议另加一张"NVFP4 两级 scale 三 GEMM 计算流"图(类比 MXFP4 的 `flow.png`;素材见 `nvfp4_diagram1/2/3`)。 -**G5|MLPerf 全程达标(3.34)** — 现均为 1.2M schedule 的 16K 切片,终点 3.3484 未到 3.34(符合预期);全程/长程达标是 future work(同 MXFP4 报告"未完成 MLPerf 提交")。 - -### 🔴 硬限制(只作 Limitation) -- **NVFP4 在 AMD 无 native FP4 MFMA**:全程软件 QDQ 仿真,速度非 native 上限。 - -> 已随范围收敛**移除**的旧缺口:历史/旧口径对照、跨硬件勘误处理、增量特性逐个 20B 提取、UFP4 GPU e2e、GBS=64——均不在收敛后报告范围内(如需 GBS=64 再议)。 - ---- - -## 5. 已交付的图(`figures/`,收敛后) - -| 文件 | 用途(章节) | -|---|---| -| `gpt_oss_4bit_mlperf1p2m_4way_loss_gradnorm.png` | §5.2 头条 val+grad_norm(NVFP4/MXFP4/BF16,AMD-FP4 参照) | -| `rewind_4way_valloss_last5.png` | §5.2 val-rewind 对齐版 | -| `specfix_3way_e2e100step_loss_grad.png` | §3.5 spec-fix 前后 loss+grad | -| `phase_b_ablation_summary_lr.png` (+`.mmd`) | §3.5 scale-floor 消融汇总 | -| `nvfp4_grad_output_backward_path.png` (+`.mmd`) | §3.5 反向路径示意 | -| `nvfp4_diagram1_forward.png` (+`.mmd`) | §3.1 前向两级 scale 流 | -| `nvfp4_diagram2_backward.png` (+`.mmd`) | §3.1/3.2 反向流 | -| `nvfp4_diagram3_stacked.png` (+`.mmd`) | §3.1 前反向合流 | -| `amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png` | §4.1 AMD-FP4(简述) | -| `amdfp4_deosc_vs_base_val_loss_final_last5.png` | §3.6/§5.3 de-osc on/off | - -> 注:为对齐你的三点拍板,已删除 9 张图(3 张旧口径:16k-3panel / 20k-3way / test2 平台;6 张探索性/次要:outer-block、4o6×2、ufp4、nvfp4-vs-amdfp4 示意、amdfp4-deosc-vs-bf16)。以上现图多为研究态,建议按 G4 重绘英文统一风格版。 - ---- - -## 6. 仍需你拍板的 2 点(其余已按 07-10 收敛) -1. **op-level 主表协议**(G1):真实数据 SNR(推荐)vs 严格对齐 MXFP4 合成协议(需补跑 op-level)? -2. **多 seed / de-osc**:是否要我 (a) 从现有 MLPerf TB 提取 seed 2024/4242 出 mean±std;(b) 补跑 1 个 NVFP4 本体 de-osc on/off?((a) 纯提取,(b) 需机时) diff --git a/nvfp4_tech_report/OUTLINE_zh.md b/nvfp4_tech_report/OUTLINE_zh.md deleted file mode 100644 index a65fa51d..00000000 --- a/nvfp4_tech_report/OUTLINE_zh.md +++ /dev/null @@ -1,187 +0,0 @@ -# NVFP4 Tech Report — 大纲 (Outline) - -> 目的:为 ALTO 的 **NVFP4** 低精度训练技术报告规划大纲,格式对齐 MXFP4 报告 `tech_report/report.md`。 -> 落档:2026-07-10(据你 07-10 的三点拍板修订)。数据来源:`~/lpt_backup` + 当前 alto 代码库(分支 `han/mxfp4_tech_report`)。 -> 本文件既是**大纲**,也是**数据地图**——每节列出计划内容、已握有的具体数据(含来源路径 + 数值)、配图、可行性状态。 - -## 拟定标题 -**Training LLM with NVFP4: Two-Level Microscaling, Numerical Stability, and Evaluation on the MLPerf Small MoE Benchmark** - -## 本次修订遵循的三条编辑原则(你的拍板) -1. **AMD-FP4 不作并列主线**——仅作为"已合并的变体特性"简短提及(§4.1 + 结果里保留为参照曲线),不与 NVFP4 平起平坐。 -2. **不提任何作废实验**——① 早期"NVFP4 中段劣于 MXFP4"的调查/勘误**完全不写**;② **旧 16K 衰减口径**(total-steps 未对齐 MLPerf,无总结价值)**一律不用、不提**。全文只用 **MLPerf-1.2M 对齐口径**结果。 -3. **未正式发布的 feature 少着墨**——outer-block / 4o6 / UFP4 属探索性、未作正式 feature 发布,压到最小篇幅;**已合并的 feature(AMD-FP4、de-oscillation 去抖动)可正常提**。 - -## 状态图例 -✅ READY(数据在手,可直接成文) | 🟡 PARTIAL(有数据但需从 TB 提取/制表或标注口径) | 🔴 MISSING(需补做) - -## 口径声明(写作时统一遵守) -- **所有结果均为 MLPerf-1.2M 对齐 LR 口径**(cosine 衰减地平线 1.2M,实跑 16128 步切片,LR≈peak)、**同硬件 8×MI300X**、seed 对齐。 -- NVFP4 在 AMD 上**无 native FP4 MFMA**,全程软件 QDQ + BF16 GEMM 仿真;速度不代表 native FP4 上限(作 Limitation)。 - ---- - -# 报告正文大纲 - -## Abstract ✅ READY -NVFP4 = 两级微缩放 FP4(每 16 元素一块的 E4M3 内层 scale + per-tensor FP32 外层 scale),比 MXFP4(32 块、UE8M0 pow2)更细、量化误差更小。报告 ALTO 在 GPT-OSS-20B / MLPerf Small MoE 上的 NVFP4 训练配方(1d2d + RHT + SR + 两级 tensorwise scale,可选 de-oscillation),以及一处关键数值稳定性修复(PTS scale-floor spec fix,解决 MoE 多层 NVFP4 训练 grad_norm 爆炸)。 - -**头条(MLPerf-1.2M 口径, seed=1234, 16128 步, 8×MI300X)**:NVFP4 终点 val loss **3.3484**,距 BF16(3.3228)仅 **+0.0256**,且**全程稳定优于 MXFP4(3.3555)**;grad_norm 全程 ~0.28、无尖峰。(已合并的 UE5M3 变体 AMD-FP4 达 3.3442,作为参照。) -(来源:`reports/gpt_oss_4bit_mlperf1p2m_4way_report_zh.md`) - ---- - -## 1. Introduction ✅ READY -- 低精度训练脉络(FP16→BF16→FP8→FP4);OCP MX 与 NVFP4 两条 4-bit 路线。 -- **NVFP4 vs MXFP4 的定义性差异**(下表):NVFP4 用 E4M3 连续内层 scale + 两级 scaling 换更低量化误差,代价是 AMD 硬件上必须软件 QDQ 仿真。 -- 贡献:(i) NVFP4 两级微缩放训练配方;(ii) 定位并修复导致 MoE 多层 NVFP4 训练 grad_norm 爆炸的 **PTS 量化 spec / scale-floor bug**;(iii) NVFP4 vs MXFP4 的 op-level 与 e2e 系统对比(MLPerf 对齐口径)。 - -| 维度 | MXFP4 | NVFP4 | -|---|---|---| -| inner block | 32 | **16**(更细) | -| inner scale | E8M0(pow2, uint8) | **E4M3**(max 448,含尾数) | -| 外层 scale | 无 | **per-tensor FP32**(两级 scaling) | -| CDNA4 native MFMA | ✅ | ❌ 必须软件 QDQ + BF16 GEMM | -| 误差结构 | resolution 为主 | resolution + range | - -> 一句话带过:ALTO 亦支持把内层 scale 换成动态范围更宽的 UE5M3(即已合并的 **AMD-FP4** 变体),详见 §4.1。 -(来源:`MASTER_HANDOFF_zh.md §1`、代码 `alto/kernels/fp4/nvfp4/nvfp_quantization.py`) - ---- - -## 2. Problem Setting - -### 2.1 Benchmark: MLPerf Small MoE ✅ READY -GPT-OSS-20B(~20.9B MoE,~3.6B active)在 C4 子集上预训练,对齐 MLPerf Training v6.0 GPT-OSS-20B。声明:MLPerf 官方任务是 BF16,本文在其协议下跑 FP4 属内部研究,非合规提交。 - -### 2.2 Training Protocol ✅ READY -配置 `gpt_oss_20b_lpt`。超参表: - -| 超参 | 值 | -|---|---| -| seq_len | 8192 | -| Global batch size | 16(local_bs=1, grad accum=2) | -| LR 地平线 / 实跑 | **1,200,000**(MLPerf 对齐)/ 16128 步切片 | -| base / min lr | 4e-4 / 4e-5(min_lr_factor=0.1) | -| scheduler / optimizer | cosine, warmup=128 / AdamW(β=0.9/0.95, eps=1e-5, wd=0.1), clip 1.0 | -| 并行 | EP=8, TP=1, ETP=1, dp_shard=8, AC=none | -| val / seed | freq=768, steps=64 / seed=1234(另有 2024/4242) | - -要写明 **val-rewind**(子模块 torchtitan `82084e7`):每次 eval 从验证集开头重建 dataloader,保证跨 eval 点可比、对齐 MLPerf。**(不提旧滑动窗口/旧口径作业。)** -(来源:`NEW_AGENT_ONBOARDING_zh.md §3`、`MASTER_HANDOFF_zh.md §2.3`) - -### 2.3 Evaluation Methodology ✅ READY -- **Operator-level SNR**(dB,$10\log_{10}\frac{\sum X^2}{\sum(X-\hat X)^2}$):报告 forward $O$ / $\mathrm{d}X$ / $\mathrm{d}W$;linear 与 grouped GEMM 分列。 -- **真实数据 SNR 协议**(NVFP4 特有、比纯合成更强):HF 原始 BF16 权重 + 真实 C4 激活,过真实 20B 前反向,采 L1/L12/L20 的 attention `wq` 与 MoE `experts`。 -- **End-to-end**:C4 验证 cross-entropy。 -(来源:`reports/real_data_op_level_snr_report_zh.md`、`reports/low_precision_training_verification_protocol_zh.md`) - ---- - -## 3. Method(推荐 NVFP4 配方) -> 推荐配方 = **1d2d hybrid block + RHT + SR + 两级 tensorwise scale**(+ 可选 de-oscillation)。recipe `nvfp4_alllayers_rank0.yaml`。 - -### 3.1 NVFP4 Two-Level Microscaling Format ✅ READY ★核心节(MXFP4 报告没有) -- 每 16 元素一块,元素 E2M1;**两级 scale**:内层 `inner_scale`(E4M3, per-16-block)+ 外层 `outer_scale`(per-tensor FP32, spec `s_global`)。 -- 外层 $s_\mathrm{outer}=\mathrm{amax}/(448\times6)=\mathrm{amax}/2688$(clamp $\ge10^{-30}$);内层 $s_\mathrm{inner}=\mathrm{round\_E4M3}(\mathrm{clamp}(\frac{\mathrm{blockamax}}{s_\mathrm{outer}\cdot6},[E4M3\_EPS,448]))$;量化 $\hat x=\mathrm{round\_{E2M1}}(x/(s_\mathrm{inner}s_\mathrm{outer}))$。 -- **配图**:`figures/nvfp4_diagram1_forward.png`、`figures/nvfp4_diagram3_stacked.png`。软件仿真流 `BF16→quant→FP4→dequant→BF16→GEMM`。 -(来源:`nvfp_quantization.py` L19-52,L242-253,L423-445;`nvfp_linear.py`) - -### 3.2 Hybrid 1D/2D Block Quantization ✅ READY -激活 1D(1×16,兼容 RHT)、权重 2D(**16×16**,前反向复用同一量化视图);对比 MXFP4 的 32×32。MoE grouped:expert 权重 `[E,N,K]` 沿末两维 2D。(采纳自 arXiv:2509.25149) - -### 3.3 Randomized Hadamard Transform (RHT) ✅ READY -`use_hadamard`;作用于 wgrad 路径,前向不变,要求 `use_2dblock_x=false`;dense + grouped 均已接线。 - -### 3.4 Stochastic Rounding on Gradients (SR) ✅ READY -`use_sr_grad`;仅反向梯度量化用 SR(Philox),前向 RNE。与 §3.5 强相关(spec bug 未修时 SR 在坏 scale 网格上注入巨量方差)。 - -### 3.5 PTS Quantization Spec Fix / Scale-Floor ✅ READY ★NVFP4 独有"英雄"结果(单列一节) -- **症状**:GPT-OSS-20B MoE 上 >1 层 NVFP4 时累计 grad_norm 从 ~1.4 爆到 1067–2178;MXFP4 同配方稳定 ~1.4。 -- **根因**:PTS 被误 clamp 到 `E4M3_EPS=0.015625`;反向 dY 真实 amax ~1e-3–1e-5 → 自然 PTS ~1e-7–1e-9 被抬高 4–6 个数量级 → block scale 塌到 E4M3 下限 → SR 注入 $O(s^2)$ 方差($R\approx1.5\times10^6$,方差放大 $R^2\approx2.4\times10^{12}$)→ 经 MoE grouped 反向链式放大。 -- **判决实验**:`pts_no_clamp`(仅去 PTS 的 FP32 下 clamp)→ 累计 grad_norm 656.67→1.42,回到基线。 -- **修复**:clamp(min=E4M3_EPS)→clamp(min=1e-30) + 公式重排为 spec 顺序(先 PTS 归一、单次 clamp+round)。修复后 6-cut grad_norm 与基线一致;op-level 345 passed。 -- **配图**:`figures/specfix_3way_e2e100step_loss_grad.png`、`figures/phase_b_ablation_summary_lr.png`、`figures/nvfp4_grad_output_backward_path.png`。 -(来源:`reports/nvfp4_pts_quantization_spec_fix_handoff_zh.md`、`reports/phase_b_abl5_nvfp4_scale_floor_root_cause_zh.md`、`.../scale_floor_math_zh.md`) - -### 3.6 Weight De-Oscillation(已合并 feature) 🟡 PARTIAL -- OsciReset 简化版(`deosc_step/period/ratio`,默认 2000/200/4.0,post-AdamW hook),代码 `alto/components/optimizer.py` 支持 NVFP4/MXFP4 wrapper(含 grouped,reduction axis=-2);同 MXFP4 报告 §3.4。 -- **数据**:MLPerf 口径 de-osc on/off e2e **已有(在 AMD-FP4 变体上)**:`figures/amdfp4_deosc_vs_base_val_loss_final_last5.png`(TB: `amdfp4_deosc2000_200_4_mlperf1p2M_*`)。 -- **缺口**:NVFP4 本体的 de-osc on/off e2e(见 gaps G3)——正文用 AMD-FP4 变体演示并标注,或补跑 1 个 NVFP4+deosc。 - ---- - -## 4. Additional Directions(压缩,少着墨) -> 说明:本章刻意简短。**AMD-FP4、de-oscillation 为已合并 feature;outer-block / 4o6 / UFP4 为探索性、未正式发布**。 - -### 4.1 AMD-FP4 (UE5M3 Inner Scale)(已合并变体,简述) ✅ READY -NVFP4 微块布局 + UE5M3 内层 scale(max 114688,动态范围 ~256× 宽于 E4M3),shared-body 复用 100% NVFP4 kernel,仅 `scheme:"amdfp4"`(自动锁 `ue5m3`)。作用:op-level plain 配置下 UE5M3 宽范围直接改善 NVFP4 中/深层 SNR;e2e 与 NVFP4 基本持平、略优(作参照,不展开)。**配图**:`figures/amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png`。 -(来源:`reports/amdfp4_support_handoff_zh.md`) - -### 4.2 Exploratory Directions(未发布,一段带过) 🟡 PARTIAL -一小节/一段简述"曾探索但未作正式 feature 发布"的方向,附一句结论即可,不铺数据: -- **Outer-block(double-block)scaling**(TetraJet-v2 arXiv:2510.27527):把外层 scale 从 per-tensor 换 per-block;结论——**生产配方(RHT 已去 outlier)下相对 tensorwise 基本无增益**。 -- **Four-over-6(4/6)自适应块缩放**(arXiv:2512.02010):仅激活,M=6/M=4 双候选取误差小者;结论——方向为正、当前规模幅度极小。 -- **UFP4(均匀 E1M2/INT4 网格 + full-RHT)**:均匀网格无收缩偏置;目前仅 CPU 诊断 + 单测,e2e 待评估。 -- **低秩 / DecomposedLinear outlier 补偿、DGE、clipping**:一句话——低秩已可用(rank%16)、DGE 在 20B 有害、clipping 未在 NVFP4 落地。 - ---- - -## 5. Results - -### 5.1 Operator-Level Numerical Accuracy ✅ READY(数据丰富) -两张主表 + 讨论(**NVFP4 vs MXFP4** 为主;AMD-FP4 可作附列): -- **合成**:小/中 K 下 NVFP4 领先 MXFP4 +4~+9 dB;大 K(2048) 反向落后 3~5 dB(K-aware 阈值已知)。 -- **真实数据 deploy 配置**:NVFP4 **18/18 项全胜 MXFP4**(+0.39~+12.15 dB,深层 dW 最强);plain 配置为混合(NVFP4 dW 全胜、MoE fwd 弱 → 开外层 scale 后翻盘)。 -- 讨论:NVFP4 的 dW 优势、MoE forward 弱点及其被外层 scale 修复、RHT/SR 对各分量影响。 -(来源:`reports/real_data_op_level_snr_report_zh.md`、`reports/mxfp4_vs_nvfp4_op_level_test_audit_zh.md`;全部 dB 数值可逐行搬运) - -### 5.2 End-to-End Training(仅 MLPerf-1.2M 口径) ✅ READY + 🟡 多 seed 待提取 -**主结果(seed=1234, 8×MI300X, 末 5 个 val 节点)**: - -| step | NVFP4 | MXFP4 | BF16 | AMD-FP4(参照) | -|---:|---:|---:|---:|---:| -| 13056 | 3.4084 | 3.4145 | **3.3881** | 3.4056 | -| 13824 | 3.3828 | 3.3901 | **3.3627** | 3.3827 | -| 14592 | 3.3925 | 3.3996 | **3.3696** | 3.3901 | -| 15360 | 3.3591 | 3.3670 | **3.3340** | 3.3554 | -| **16128** | **3.3484** | 3.3555 | **3.3228** | 3.3442 | - -- 排序全程稳定 `BF16 < NVFP4 < MXFP4`;NVFP4 距 BF16 +0.0256、全程优于 MXFP4;grad_norm ~0.28 无尖峰。 -- **配图**:`figures/gpt_oss_4bit_mlperf1p2m_4way_loss_gradnorm.png`(主图)、`figures/rewind_4way_valloss_last5.png`(val-rewind 对齐版)。 -- **多 seed(MLPerf 口径,🟡 需从 TB 提取)**:NVFP4/MXFP4/BF16 均有 seed 2024/4242 的 MLPerf-1.2M run(TB 在 `alto_runs/*_mlperf1p2M_seed{2024,4242}_*`),可出 mean±std。**(不使用任何旧 16K 衰减口径 seed 数据。)** -(来源:`reports/gpt_oss_4bit_mlperf1p2m_4way_report_zh.md`、`gpt_oss_4bit_jobs_tracker_zh.md`) - -### 5.3 De-Oscillation Effect(已合并技术) 🟡 PARTIAL -MLPerf 口径 de-osc on/off(当前在 AMD-FP4 变体上),`figures/amdfp4_deosc_vs_base_val_loss_final_last5.png`。用于说明 de-osc 作为晚段稳定器的效果;标注 NVFP4 本体 de-osc e2e 为待补(G3)。可附一句:探索性方向(outer-block/4o6)在本规模基本中性。 - -### 5.4 Throughput / Cost ✅ READY -| 方案 | tps | MFU | 显存 GiB | -|---|---:|---:|---:| -| BF16 | 5539 | 13.3% | 107 | -| MXFP4 | 3662 | 8.8% | 119 | -| NVFP4 | 3061 | 7.4% | 119 | -| (AMD-FP4 参照) | 2920 | 7.0% | 119 | - -NVFP4 因连续外层 scale + 软件 QDQ,约为 BF16 的 1/1.8、比 MXFP4 慢 ~20%;MFU 普遍低因 GBS=16 debug 规模。 - ---- - -## 6. Limitations ✅ READY -- **软件仿真 + NVFP4 无 native MFMA**(比 MXFP4 更受限):结果表征算法鲁棒性,非 native FP4 吞吐。 -- **MLPerf 口径为 16K 切片 + 主 seed**(多 seed 可补);终点 3.3484 未到 3.34(LR 未衰到底,符合预期);全程达标为 future work。 -- **MoE forward SNR 为 NVFP4 plain 弱项**(靠外层 scale 修复)。 -- **部分探索性方向未作正式 feature 发布**(outer-block/4o6/UFP4)。 -- **未完成 MLPerf 正式提交**。 - -## 7. Conclusion ✅ READY -NVFP4 两级 E4M3 微缩放 + 1d2d + RHT + SR,在修复 PTS scale-floor spec bug 后,可在 GPT-OSS-20B 上健康稳定收敛,MLPerf 对齐口径下比 MXFP4 更接近 BF16(+0.026 vs +0.033)。未来:kernel 融合、EP 下 FP4 dispatch、native FP4 硬件、全程 MLPerf 提交。 - -## References -沿用 MXFP4 报告 [1]-[8],重点:NVFP4 pretraining(arXiv:2509.25149,1d2d/RHT/SR)、TetraJet-v2(arXiv:2510.27527,de-oscillation)、OCP MX spec、ALTO repo;AMD UE5M3 spec(GFXIPARCH-2067 §19.10)。(outer-block/4o6/UFP4 相关文献仅在 §4.2 简注。) - ---- - -## 附:仍需你拍板的 2 点(其余已按你 07-10 拍板收敛) -1. **op-level 主表协议**:用 NVFP4 更强的"真实数据"SNR(推荐)还是严格对齐 MXFP4 报告的"合成注入 outlier"协议做 apple-to-apple(需补跑 op-level,数小时)? -2. **多 seed**:是否要我从现有 MLPerf 口径 TB 提取 seed 2024/4242 出 mean±std(纯提取,不补跑)? diff --git a/tech_report/dgebwd.png b/tech_report/MXFP4/dgebwd.png similarity index 100% rename from tech_report/dgebwd.png rename to tech_report/MXFP4/dgebwd.png diff --git a/tech_report/dgefwd.png b/tech_report/MXFP4/dgefwd.png similarity index 100% rename from tech_report/dgefwd.png rename to tech_report/MXFP4/dgefwd.png diff --git a/tech_report/flow.png b/tech_report/MXFP4/flow.png similarity index 100% rename from tech_report/flow.png rename to tech_report/MXFP4/flow.png diff --git a/tech_report/report.md b/tech_report/MXFP4/report.md similarity index 100% rename from tech_report/report.md rename to tech_report/MXFP4/report.md diff --git a/tech_report/vallossgbs16.png b/tech_report/MXFP4/vallossgbs16.png similarity index 100% rename from tech_report/vallossgbs16.png rename to tech_report/MXFP4/vallossgbs16.png diff --git a/tech_report/vallossgbs64.png b/tech_report/MXFP4/vallossgbs64.png similarity index 100% rename from tech_report/vallossgbs64.png rename to tech_report/MXFP4/vallossgbs64.png diff --git a/nvfp4_tech_report/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png b/tech_report/NVFP4/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png similarity index 100% rename from nvfp4_tech_report/figures/amdfp4_deosc_vs_base_val_loss_final_last5.png rename to 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a/nvfp4_tech_report/figures/specfix_3way_e2e100step_loss_grad.png b/tech_report/NVFP4/figures/specfix_3way_e2e100step_loss_grad.png similarity index 100% rename from nvfp4_tech_report/figures/specfix_3way_e2e100step_loss_grad.png rename to tech_report/NVFP4/figures/specfix_3way_e2e100step_loss_grad.png diff --git a/nvfp4_tech_report/report.md b/tech_report/NVFP4/report.md similarity index 98% rename from nvfp4_tech_report/report.md rename to tech_report/NVFP4/report.md index 917ba40f..94478b24 100644 --- a/nvfp4_tech_report/report.md +++ b/tech_report/NVFP4/report.md @@ -1,6 +1,6 @@ # Training LLM with NVFP4: Two-Level Microscaling, Numerical Stability, and Evaluation on the MLPerf Small MoE Benchmark -> **DRAFT v0.1 (2026-07-10).** Companion to the MXFP4 report (`tech_report/report.md`). All end-to-end results are on the same hardware generation (8×AMD MI300X) under the MLPerf-aligned 1.2M-step learning-rate schedule; multi-seed numbers are extracted from existing TensorBoard logs. +> **DRAFT v0.1 (2026-07-10).** Companion to the MXFP4 report (`../MXFP4/report.md`). All end-to-end results are on the same hardware generation (8×AMD MI300X) under the MLPerf-aligned 1.2M-step learning-rate schedule; multi-seed numbers are extracted from existing TensorBoard logs. --- From 8cfd7770d83e1e13c1693bd7ee0b4578e03945bf Mon Sep 17 00:00:00 2001 From: Zhitao Wang Date: Mon, 13 Jul 2026 03:40:08 +0000 Subject: [PATCH 3/4] doc: refine nvfp4 report (redraw figures, align amd-fp4, redact internal specs) --- ...fp4_deosc_vs_base_val_loss_final_last5.png | Bin 144844 -> 86855 bytes ...p4_ue5m3_e4m3_scale_spec_gfxiparch2067.png | Bin 161614 -> 0 bytes ...oss_4bit_mlperf1p2m_4way_loss_gradnorm.png | Bin 184448 -> 202144 bytes .../specfix_3way_e2e100step_loss_grad.png | Bin 447185 -> 132084 bytes tech_report/NVFP4/report.md | 22 ++++++++---------- 5 files changed, 10 insertions(+), 12 deletions(-) delete mode 100644 tech_report/NVFP4/figures/amdfp4_ue5m3_e4m3_scale_spec_gfxiparch2067.png diff --git 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b/tech_report/NVFP4/report.md @@ -6,7 +6,7 @@ ## Abstract -Training large language models in 4-bit floating point promises large memory and compute savings, but the choice of FP4 microscaling format materially affects accuracy. We present an open-source training recipe ([ALTO](https://github.com/AMD-AGI/ALTO)) for **GPT-OSS-20B**—a 20-billion-parameter mixture-of-experts (MoE) model—on the **MLPerf Small MoE** benchmark under the **NVFP4** microscaling format. NVFP4 encodes values as E2M1 with a **two-level scale**: a fine-grained E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale. Relative to MXFP4 (32-element blocks with a power-of-two UE8M0 scale), the finer block size and the higher-resolution two-level scale reduce quantization error. Our recipe composes hybrid 1D/2D block quantization, randomized Hadamard transforms (RHT), and stochastic rounding (SR) from [arXiv:2509.25149] with an optional weight de-oscillation scheme from TetraJet-v2 [arXiv:2510.27527]. A central engineering contribution is diagnosing and fixing a **per-tensor-scale (PTS) quantization-spec bug** whose scale floor caused NVFP4 gradient norms to explode by 100–1000× on multi-layer MoE training; the fix restores BF16-level gradient stability. On C4 validation with global batch size 16, NVFP4 reaches a validation loss of **3.3459 ± 0.0024** (3 seeds) at the 16,128-step slice, within **0.0195** of the BF16 baseline (**3.3264 ± 0.0031**) and consistently below MXFP4 (**3.3548 ± 0.0016**) on every seed. We report operator-level SNR against BF16 under both a synthetic injected-outlier protocol and a real-activation protocol, and we characterize the already-merged AMD-FP4 (UE5M3 inner scale) variant. All experiments use fake-quantized NVFP4 kernels; because current AMD hardware has no native NVFP4 MatrixCore path, execution is quantize–dequantize (QDQ) emulation and wall-clock speed is not optimized. +Training large language models in 4-bit floating point promises large memory and compute savings, but the choice of FP4 microscaling format materially affects accuracy. We present an open-source training recipe ([ALTO](https://github.com/AMD-AGI/ALTO)) for **GPT-OSS-20B**—a 20-billion-parameter mixture-of-experts (MoE) model—on the **MLPerf Small MoE** benchmark under the **NVFP4** microscaling format. NVFP4 encodes values as E2M1 with a **two-level scale**: a fine-grained E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale. Relative to MXFP4 (32-element blocks with a power-of-two UE8M0 scale), the finer block size and the higher-resolution two-level scale reduce quantization error. Our recipe composes hybrid 1D/2D block quantization, randomized Hadamard transforms (RHT), and stochastic rounding (SR) from [arXiv:2509.25149] with an optional weight de-oscillation scheme from TetraJet-v2 [arXiv:2510.27527]. A central engineering contribution is diagnosing and fixing a **per-tensor-scale (PTS) quantization-spec bug** whose scale floor caused NVFP4 gradient norms to explode by 100–1000× on multi-layer MoE training; the fix restores BF16-level gradient stability. On C4 validation with global batch size 16, NVFP4 reaches a validation loss of **3.3459 ± 0.0024** (3 seeds) at the 16,128-step slice, within **0.0195** of the BF16 baseline (**3.3264 ± 0.0031**) and consistently below MXFP4 (**3.3548 ± 0.0016**) on every seed. We report operator-level SNR against BF16 under both a synthetic injected-outlier protocol and a real-activation protocol, and we characterize the already-merged AMD-FP4 (UE5M3 inner scale) variant. All experiments use fake-quantized NVFP4 kernels; because the current native FP4 GEMM path does not support NVFP4's continuous scales, execution is quantize–dequantize (QDQ) emulation and wall-clock speed is not optimized. --- @@ -14,14 +14,14 @@ Training large language models in 4-bit floating point promises large memory and Low-precision training has progressed from FP16 and BF16 to FP8 and, recently, 4-bit floating-point formats. Two 4-bit microscaling families are now prominent: the Open Compute Project (OCP) **MXFP4** format (32-element blocks, power-of-two UE8M0 block scale) and NVIDIA's **NVFP4** format (16-element blocks, an E4M3 block scale normalized by a per-tensor FP32 outer scale). Both encode elements as E2M1 (one sign, two exponent, one mantissa bit; magnitudes in $\{0,0.5,1,1.5,2,3,4,6\}$). For sparse MoE models such as GPT-OSS-20B, where expert matrices dominate compute and memory, 4-bit training could unlock disproportionate efficiency gains. -The two formats trade off differently. MXFP4's UE8M0 scale is a pure power of two: cheap, hardware-friendly on CDNA4 (a native scaled MatrixCore GEMM exists), but coarse. NVFP4's two-level scale carries mantissa bits (E4M3) and a continuous per-tensor normalizer, giving finer resolution and better outlier absorption—at the cost that current AMD MatrixCore FP4 instructions honor only a power-of-two (biased-exponent) scale operand, so NVFP4 cannot use the native GEMM and must run as software QDQ emulation. +The two formats trade off differently. MXFP4's UE8M0 scale is a pure power of two: cheap and directly consumable by a native power-of-two-scaled FP4 GEMM, but coarse. NVFP4's two-level scale carries mantissa bits (E4M3) and a continuous per-tensor normalizer, giving finer resolution and better outlier absorption—at the cost that the current native FP4 GEMM path supports only power-of-two scales, so NVFP4 cannot use it and must run as software QDQ emulation. | Property | MXFP4 | NVFP4 | |---|---|---| | Inner block size | 32 | **16** (finer) | | Inner (block) scale | E8M0 power-of-two (uint8) | **E4M3** (max 448), stored in FP32 | | Outer scale | none | **per-tensor FP32** (two-level scaling) | -| CDNA4 native MatrixCore GEMM | yes | **no** — software QDQ emulation | +| Native FP4 GEMM support | yes | **no** — software QDQ emulation | | Dominant error | resolution | resolution + dynamic range | This report describes ALTO's methodology for NVFP4 training on the MLPerf Small MoE task. Hybrid 1D/2D block quantization, RHT, and SR are adopted from [arXiv:2509.25149]; weight de-oscillation is adapted from TetraJet-v2 [arXiv:2510.27527]. Our contributions are: (i) a composable NVFP4 training recipe for MX-style MoE models implemented in a unified kernel and modifier stack; (ii) the diagnosis and fix of a PTS scale-floor bug that otherwise makes multi-layer NVFP4 MoE training diverge (Section 3.5); and (iii) a systematic NVFP4-vs-MXFP4 comparison at the operator level (synthetic and real data) and end-to-end (multi-seed, MLPerf-aligned). ALTO also supports replacing the E4M3 inner scale with the wider-range UE5M3 grid—the already-merged **AMD-FP4** variant—which we report as a reference point (Section 4.1). We state explicitly where the implementation remains a research prototype rather than a performance-optimized production system. @@ -90,7 +90,7 @@ $$ where $6$ is the largest E2M1 magnitude and $\varepsilon_{\mathrm{E4M3}}$ is the smallest E4M3 normal. The outer scale is floored at $10^{-30}$ purely as a divide-by-zero guard (Section 3.5 explains why this floor, not the E4M3 floor, is the correct one). -As illustrated in Figure 1, each linear layer has three underlying GEMMs: a forward GEMM producing $\mathbf{O}$, and backward GEMMs producing $\mathrm{d}\mathbf{X}$ and $\mathrm{d}\mathbf{W}$. Because current AMD MatrixCore FP4 instructions accept only power-of-two scale operands, NVFP4 cannot use them; ALTO performs **fake quantization**—operands are quantized to NVFP4 and immediately dequantized to BF16 before a standard high-precision GEMM (`BF16 → quant → FP4 → dequant → BF16 → GEMM`)—faithfully reproducing FP4 numerical error without realizing memory-bandwidth savings (Section 6). +As illustrated in Figure 1, each linear layer has three underlying GEMMs: a forward GEMM producing $\mathbf{O}$, and backward GEMMs producing $\mathrm{d}\mathbf{X}$ and $\mathrm{d}\mathbf{W}$. Because the current native FP4 GEMM path accepts only power-of-two scales, NVFP4 cannot use it; ALTO performs **fake quantization**—operands are quantized to NVFP4 and immediately dequantized to BF16 before a standard high-precision GEMM (`BF16 → quant → FP4 → dequant → BF16 → GEMM`)—faithfully reproducing FP4 numerical error without realizing memory-bandwidth savings (Section 6). **Figure 1.** NVFP4 two-level-scale compute flow across the three GEMMs (forward + backward). @@ -138,7 +138,7 @@ Master weights near a quantization bin boundary can oscillate—$Q(w)$ flips bet ### 4.1 AMD-FP4 (UE5M3 Inner Scale) -ALTO's NVFP4 kernel supports swapping the E4M3 inner scale for **UE5M3** (unsigned E5M3, max normal 114688, ~256× wider dynamic range), selected by `scheme: "amdfp4"`; every other recipe field is identical and the two schemes share 100% of the kernel and autograd code. The wider inner-scale range directly mitigates NVFP4's dynamic-range pressure in the *plain* (no-outer-scale) operator regime; once the two-level outer scale is enabled (the production default), AMD-FP4 and NVFP4 converge in operator SNR and end-to-end loss (AMD-FP4 is marginally ahead; Sections 5.1–5.2). We report AMD-FP4 as a merged variant and reference point, not as a separate main line. +AMD-FP4 is a peer FP4 recipe (merged into ALTO's `main`) that reuses NVFP4's block-quant and GEMM kernels but replaces the E4M3 inner-block scale with **UE5M3** (unsigned E5M3, max normal 114688, ~256× wider dynamic range). It is selected by `scheme: "amdfp4"`; the scheme alone determines the inner-scale grid (NVFP4 → E4M3, AMD-FP4 → UE5M3), and every other recipe field is identical. The wider inner-scale range directly mitigates NVFP4's dynamic-range pressure in the *plain* (no-outer-scale) operator regime; once the two-level outer scale is enabled (the production default), AMD-FP4 and NVFP4 converge in operator SNR and end-to-end loss (AMD-FP4 is marginally ahead; Sections 5.1–5.2). We report AMD-FP4 as a merged variant and reference point, not as a separate main line. ### 4.2 Exploratory Directions (Not Released) @@ -218,9 +218,9 @@ At the 16k-step slice the learning rate has not decayed, so none of the formats ### 5.3 Weight De-Oscillation Effect -Figure 4 shows the end-to-end effect of the de-oscillation hook at MLPerf caliber, demonstrated on the AMD-FP4 variant (on vs off). De-oscillation acts as a late-training stabilizer consistent with its design; a native-NVFP4 end-to-end on/off remains to be run (Section 6). The exploratory directions of Section 4.2 (outer-block, 4/6) are essentially neutral on validation loss at this scale. +Figure 4 shows the end-to-end effect of the de-oscillation hook at MLPerf caliber, demonstrated on the AMD-FP4 variant (on vs off, with BF16 for reference). De-oscillation (`deosc_step`/`deosc_period`/`deosc_ratio` = 2000/200/4.0) is a strong late-training stabilizer: it lowers the AMD-FP4 endpoint from 3.3442 to **3.3241** at 16,128 steps, shrinking the gap to the BF16 baseline (3.3228) from +0.0214 to **+0.0013**—essentially matching full precision. A native-NVFP4 on/off pair at this exact caliber remains to be run (Section 6). The exploratory directions of Section 4.2 (outer-block, 4/6) are essentially neutral on validation loss at this scale. -**Figure 4.** De-oscillation on vs off (AMD-FP4 variant, MLPerf caliber, last five eval points). +**Figure 4.** De-oscillation on the AMD-FP4 variant (on vs off, BF16 reference); MLPerf-1.2M caliber, last five eval points.

De-oscillation on vs off, last 5 eval points @@ -243,7 +243,7 @@ NVFP4 runs at roughly 1/1.8 of BF16 throughput and ~20% below MXFP4, because the ## 6. Limitations -**Fake-quantized execution with no native NVFP4 GEMM.** Because CDNA4 FP4 MatrixCore instructions honor only a power-of-two scale operand, NVFP4 cannot use them and runs entirely as QDQ emulation with BF16 GEMMs—a stricter constraint than MXFP4, which does have a native path. All accuracy results characterize the algorithmic robustness of the format, not the behavior or speed of a fused FP4 hardware stack. +**Fake-quantized execution with no native NVFP4 GEMM.** The current native FP4 GEMM path supports only power-of-two scales, so NVFP4—whose scales are continuous—cannot use it and runs entirely as QDQ emulation with BF16 GEMMs, a stricter constraint than MXFP4, which does have a native path. All accuracy results characterize the algorithmic robustness of the format, not the behavior or speed of a fused FP4 hardware stack. **16k-step slice, limited seeds.** Results are the first 16,128 steps of the 1.2M-step schedule; the learning rate has not decayed, so absolute losses are not converged values and the 3.34 MLPerf target is not expected to be reached at this slice. Multi-seed coverage is three seeds for BF16/NVFP4/MXFP4 and two for AMD-FP4. @@ -253,7 +253,7 @@ NVFP4 runs at roughly 1/1.8 of BF16 throughput and ~20% below MXFP4, because the ## 7. Conclusion -We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf Small MoE benchmark. NVFP4's two-level microscaling—an E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale—combined with hybrid 1D/2D blocking, RHT, and SR, trains stably once the PTS scale-floor spec bug is fixed, and converges closer to BF16 than MXFP4: at the 16,128-step MLPerf-aligned slice, NVFP4 reaches 3.3459 ± 0.0024 versus 3.3264 ± 0.0031 for BF16 (+0.0195) and beats MXFP4 (3.3548 ± 0.0016) on every seed. Operator-level SNR, on both synthetic injected-outlier and real-activation data, attributes NVFP4's advantage to its finer block and higher-resolution two-level scale, most decisively on weight gradients. The already-merged AMD-FP4 (UE5M3) variant matches NVFP4 once the outer scale is present. Future work will fuse quantization and transforms into a single kernel pipeline, enable FP4 dispatch under expert parallelism, target native FP4 hardware, and pursue an audited MLPerf Training submission. +We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf Small MoE benchmark. NVFP4's two-level microscaling—an E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale—combined with hybrid 1D/2D blocking, RHT, and SR, trains stably once the PTS scale-floor spec bug is fixed, and converges closer to BF16 than MXFP4: at the 16,128-step MLPerf-aligned slice, NVFP4 reaches 3.3459 ± 0.0024 versus 3.3264 ± 0.0031 for BF16 (+0.0195) and beats MXFP4 (3.3548 ± 0.0016) on every seed. Operator-level SNR, on both synthetic injected-outlier and real-activation data, attributes NVFP4's advantage to its finer block and higher-resolution two-level scale, most decisively on weight gradients. The already-merged AMD-FP4 (UE5M3) variant matches NVFP4 once the outer scale is present. --- @@ -269,9 +269,7 @@ We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf S [5] MLCommons. [GPT-OSS-20B Pretraining Benchmark](https://github.com/mlcommons/training/tree/master/small_llm_moe_pretraining/primus). -[6] AMD. "UE5M3 / E4M3 scale format" (GFXIPARCH-2067 §19.10), internal hardware specification. - -[7] "Four Over Six: adaptive block scaling for FP4." *arXiv preprint [arXiv:2512.02010](https://arxiv.org/abs/2512.02010)*, 2025. +[6] "Four Over Six: adaptive block scaling for FP4." *arXiv preprint [arXiv:2512.02010](https://arxiv.org/abs/2512.02010)*, 2025. --- From e31604819d7b794c4f0cf50344b70ad79654d1ed Mon Sep 17 00:00:00 2001 From: Zhitao Wang Date: Tue, 14 Jul 2026 07:43:34 +0000 Subject: [PATCH 4/4] doc: remove PTS scale-floor fix section from nvfp4 report --- .../specfix_3way_e2e100step_loss_grad.png | Bin 132084 -> 0 bytes tech_report/NVFP4/report.md | 38 +++++------------- 2 files changed, 10 insertions(+), 28 deletions(-) delete mode 100644 tech_report/NVFP4/figures/specfix_3way_e2e100step_loss_grad.png diff --git a/tech_report/NVFP4/figures/specfix_3way_e2e100step_loss_grad.png b/tech_report/NVFP4/figures/specfix_3way_e2e100step_loss_grad.png deleted file mode 100644 index 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We present an open-source training recipe ([ALTO](https://github.com/AMD-AGI/ALTO)) for **GPT-OSS-20B**—a 20-billion-parameter mixture-of-experts (MoE) model—on the **MLPerf Small MoE** benchmark under the **NVFP4** microscaling format. NVFP4 encodes values as E2M1 with a **two-level scale**: a fine-grained E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale. Relative to MXFP4 (32-element blocks with a power-of-two UE8M0 scale), the finer block size and the higher-resolution two-level scale reduce quantization error. Our recipe composes hybrid 1D/2D block quantization, randomized Hadamard transforms (RHT), and stochastic rounding (SR) from [arXiv:2509.25149] with an optional weight de-oscillation scheme from TetraJet-v2 [arXiv:2510.27527]. A central engineering contribution is diagnosing and fixing a **per-tensor-scale (PTS) quantization-spec bug** whose scale floor caused NVFP4 gradient norms to explode by 100–1000× on multi-layer MoE training; the fix restores BF16-level gradient stability. On C4 validation with global batch size 16, NVFP4 reaches a validation loss of **3.3459 ± 0.0024** (3 seeds) at the 16,128-step slice, within **0.0195** of the BF16 baseline (**3.3264 ± 0.0031**) and consistently below MXFP4 (**3.3548 ± 0.0016**) on every seed. We report operator-level SNR against BF16 under both a synthetic injected-outlier protocol and a real-activation protocol, and we characterize the already-merged AMD-FP4 (UE5M3 inner scale) variant. All experiments use fake-quantized NVFP4 kernels; because the current native FP4 GEMM path does not support NVFP4's continuous scales, execution is quantize–dequantize (QDQ) emulation and wall-clock speed is not optimized. +Training large language models in 4-bit floating point promises large memory and compute savings, but the choice of FP4 microscaling format materially affects accuracy. We present an open-source training recipe ([ALTO](https://github.com/AMD-AGI/ALTO)) for **GPT-OSS-20B**—a 20-billion-parameter mixture-of-experts (MoE) model—on the **MLPerf Small MoE** benchmark under the **NVFP4** microscaling format. NVFP4 encodes values as E2M1 with a **two-level scale**: a fine-grained E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale. Relative to MXFP4 (32-element blocks with a power-of-two UE8M0 scale), the finer block size and the higher-resolution two-level scale reduce quantization error. Our recipe composes hybrid 1D/2D block quantization, randomized Hadamard transforms (RHT), and stochastic rounding (SR) from [arXiv:2509.25149] with an optional weight de-oscillation scheme from TetraJet-v2 [arXiv:2510.27527]. On C4 validation with global batch size 16, NVFP4 reaches a validation loss of **3.3459 ± 0.0024** (3 seeds) at the 16,128-step slice, within **0.0195** of the BF16 baseline (**3.3264 ± 0.0031**) and consistently below MXFP4 (**3.3548 ± 0.0016**) on every seed. We report operator-level SNR against BF16 under both a synthetic injected-outlier protocol and a real-activation protocol, and we characterize the already-merged AMD-FP4 (UE5M3 inner scale) variant. All experiments use fake-quantized NVFP4 kernels; because the current native FP4 GEMM path does not support NVFP4's continuous scales, execution is quantize–dequantize (QDQ) emulation and wall-clock speed is not optimized. --- @@ -24,7 +24,7 @@ The two formats trade off differently. MXFP4's UE8M0 scale is a pure power of tw | Native FP4 GEMM support | yes | **no** — software QDQ emulation | | Dominant error | resolution | resolution + dynamic range | -This report describes ALTO's methodology for NVFP4 training on the MLPerf Small MoE task. Hybrid 1D/2D block quantization, RHT, and SR are adopted from [arXiv:2509.25149]; weight de-oscillation is adapted from TetraJet-v2 [arXiv:2510.27527]. Our contributions are: (i) a composable NVFP4 training recipe for MX-style MoE models implemented in a unified kernel and modifier stack; (ii) the diagnosis and fix of a PTS scale-floor bug that otherwise makes multi-layer NVFP4 MoE training diverge (Section 3.5); and (iii) a systematic NVFP4-vs-MXFP4 comparison at the operator level (synthetic and real data) and end-to-end (multi-seed, MLPerf-aligned). ALTO also supports replacing the E4M3 inner scale with the wider-range UE5M3 grid—the already-merged **AMD-FP4** variant—which we report as a reference point (Section 4.1). We state explicitly where the implementation remains a research prototype rather than a performance-optimized production system. +This report describes ALTO's methodology for NVFP4 training on the MLPerf Small MoE task. Hybrid 1D/2D block quantization, RHT, and SR are adopted from [arXiv:2509.25149]; weight de-oscillation is adapted from TetraJet-v2 [arXiv:2510.27527]. Our contributions are: (i) a composable NVFP4 training recipe for MX-style MoE models implemented in a unified kernel and modifier stack; and (ii) a systematic NVFP4-vs-MXFP4 comparison at the operator level (synthetic and real data) and end-to-end (multi-seed, MLPerf-aligned). ALTO also supports replacing the E4M3 inner scale with the wider-range UE5M3 grid—the already-merged **AMD-FP4** variant—which we report as a reference point (Section 4.1). We state explicitly where the implementation remains a research prototype rather than a performance-optimized production system. --- @@ -88,7 +88,7 @@ $$ \tilde{x}_i = \hat{x}_i \cdot s_{\mathrm{inner}}\, s_{\mathrm{outer}}, $$ -where $6$ is the largest E2M1 magnitude and $\varepsilon_{\mathrm{E4M3}}$ is the smallest E4M3 normal. The outer scale is floored at $10^{-30}$ purely as a divide-by-zero guard (Section 3.5 explains why this floor, not the E4M3 floor, is the correct one). +where $6$ is the largest E2M1 magnitude and $\varepsilon_{\mathrm{E4M3}}$ is the smallest E4M3 normal. The outer scale is kept in FP32, floored at $10^{-30}$ only as a divide-by-zero guard. As illustrated in Figure 1, each linear layer has three underlying GEMMs: a forward GEMM producing $\mathbf{O}$, and backward GEMMs producing $\mathrm{d}\mathbf{X}$ and $\mathrm{d}\mathbf{W}$. Because the current native FP4 GEMM path accepts only power-of-two scales, NVFP4 cannot use it; ALTO performs **fake quantization**—operands are quantized to NVFP4 and immediately dequantized to BF16 before a standard high-precision GEMM (`BF16 → quant → FP4 → dequant → BF16 → GEMM`)—faithfully reproducing FP4 numerical error without realizing memory-bandwidth savings (Section 6). @@ -108,27 +108,9 @@ A few large-magnitude activations inflate the per-block scale and compress the r ### 3.4 Stochastic Rounding on Gradients (SR) -Deterministic round-to-nearest of gradients systematically rounds small components toward zero. ALTO uses **stochastic rounding** (`use_sr_grad`) during backward gradient quantization: each element rounds up or down with probability proportional to its fractional distance to the two adjacent representable values, yielding an unbiased estimator. Forward-pass quantization of weights and activations remains deterministic. SR interacts strongly with the scale spec of Section 3.5: on a broken scale grid, SR injects variance proportional to the (inflated) scale squared. +Deterministic round-to-nearest of gradients systematically rounds small components toward zero. ALTO uses **stochastic rounding** (`use_sr_grad`) during backward gradient quantization: each element rounds up or down with probability proportional to its fractional distance to the two adjacent representable values, yielding an unbiased estimator. Forward-pass quantization of weights and activations remains deterministic. -### 3.5 PTS Quantization-Spec / Scale-Floor Fix - -This section describes the single most important numerical-stability result specific to NVFP4. - -**Symptom.** On GPT-OSS-20B MoE, once more than one layer was converted to NVFP4, cumulative gradient norm exploded from a healthy $\approx 1.4$ to **1067–2178**, while MXFP4 with the identical SR/Hadamard recipe stayed at $\approx 1.4$. - -**Root cause.** The per-tensor (outer) scale was clamped to the smallest E4M3 normal, $\varepsilon_{\mathrm{E4M3}} = 0.015625$. But backward output-gradient tensors have true maxima around $10^{-3}$–$10^{-5}$, so the spec-correct outer scale $a/2688$ falls in $10^{-7}$–$10^{-9}$—four to six orders of magnitude *below* the clamp. The clamp inflated the outer scale by a factor $R\approx1.5\times10^6$, collapsing every block's inner scale onto the E4M3 floor and destroying the quantization grid. Because SR variance scales as $O(s^2)$, an $R$-fold scale inflation amplifies gradient-quantization variance by $R^2\approx2.4\times10^{12}$, which then compounds through the MoE grouped-GEMM backward chain across layers. - -**Decisive experiment.** A single-knob ablation (`pts_no_clamp`) that removed *only* the FP32 lower clamp—keeping all block-scale clamping and E4M3 rounding—dropped cumulative gradient norm from **656.67 to 1.42**, matching the BF16/MXFP4 baseline exactly. - -**Fix.** We (i) replace `clip(min=ε_E4M3)` on the outer scale with `clip(min=1e-30)` (a divide-by-zero guard only), and (ii) reorder the quantization to the spec order—normalize by the outer scale *first*, then a single clamp-and-round for the inner E4M3 scale. Post-fix, the six-cut cumulative gradient norm returns to $\approx 1.41$ and the full operator-level suite passes (345 tests). Figure 2 shows the restored loss/gradient stability. - -**Figure 2.** Loss and gradient-norm stability after the PTS scale-floor fix (100-step E2E; NVFP4 vs BF16/MXFP4). - -

- Spec-fix 3-way 100-step loss and grad norm -

- -### 3.6 Weight De-Oscillation (Optional) +### 3.5 Weight De-Oscillation (Optional) Master weights near a quantization bin boundary can oscillate—$Q(w)$ flips between adjacent bins under infinitesimal AdamW updates. ALTO implements a simplified **OsciReset** from TetraJet-v2 [arXiv:2510.27527] as a post-AdamW hook (`deosc_step` / `deosc_period` / `deosc_ratio`, default 2000 / 200 / 4.0): over a window it accumulates per-element FP travel $d_w$ and quantized travel $d_Q$, flags elements with $d_Q/d_w \ge \tau$, and snaps them to their bin center ($w \leftarrow Q(w)$). The hook supports both NVFP4 and AMD-FP4 wrappers, including the grouped-expert reduction axis. Its end-to-end effect at MLPerf caliber is demonstrated on the AMD-FP4 variant in Section 5.3. @@ -183,9 +165,9 @@ Several NVFP4-specific techniques were prototyped but are **not released as prod ### 5.2 End-to-End Training -We pretrain GPT-OSS-20B from scratch under the protocol of Section 2.2, using fake-quantized NVFP4 for all Linear and grouped-expert layers (except `lm_head` and router gates). Figure 3 shows the four-way validation-loss and gradient-norm curves for seed 1234; AMD-FP4 is included as the merged-variant reference. +We pretrain GPT-OSS-20B from scratch under the protocol of Section 2.2, using fake-quantized NVFP4 for all Linear and grouped-expert layers (except `lm_head` and router gates). Figure 2 shows the four-way validation-loss and gradient-norm curves for seed 1234; AMD-FP4 is included as the merged-variant reference. -**Figure 3.** Validation loss and gradient norm on MLPerf Small MoE (GPT-OSS-20B, C4 subset), MLPerf-1.2M caliber, seed 1234. +**Figure 2.** Validation loss and gradient norm on MLPerf Small MoE (GPT-OSS-20B, C4 subset), MLPerf-1.2M caliber, seed 1234.

4-way validation loss and grad norm, MLPerf 1.2M caliber @@ -218,9 +200,9 @@ At the 16k-step slice the learning rate has not decayed, so none of the formats ### 5.3 Weight De-Oscillation Effect -Figure 4 shows the end-to-end effect of the de-oscillation hook at MLPerf caliber, demonstrated on the AMD-FP4 variant (on vs off, with BF16 for reference). De-oscillation (`deosc_step`/`deosc_period`/`deosc_ratio` = 2000/200/4.0) is a strong late-training stabilizer: it lowers the AMD-FP4 endpoint from 3.3442 to **3.3241** at 16,128 steps, shrinking the gap to the BF16 baseline (3.3228) from +0.0214 to **+0.0013**—essentially matching full precision. A native-NVFP4 on/off pair at this exact caliber remains to be run (Section 6). The exploratory directions of Section 4.2 (outer-block, 4/6) are essentially neutral on validation loss at this scale. +Figure 3 shows the end-to-end effect of the de-oscillation hook at MLPerf caliber, demonstrated on the AMD-FP4 variant (on vs off, with BF16 for reference). De-oscillation (`deosc_step`/`deosc_period`/`deosc_ratio` = 2000/200/4.0) is a strong late-training stabilizer: it lowers the AMD-FP4 endpoint from 3.3442 to **3.3241** at 16,128 steps, shrinking the gap to the BF16 baseline (3.3228) from +0.0214 to **+0.0013**—essentially matching full precision. A native-NVFP4 on/off pair at this exact caliber remains to be run (Section 6). The exploratory directions of Section 4.2 (outer-block, 4/6) are essentially neutral on validation loss at this scale. -**Figure 4.** De-oscillation on the AMD-FP4 variant (on vs off, BF16 reference); MLPerf-1.2M caliber, last five eval points. +**Figure 3.** De-oscillation on the AMD-FP4 variant (on vs off, BF16 reference); MLPerf-1.2M caliber, last five eval points.

De-oscillation on vs off, last 5 eval points @@ -253,7 +235,7 @@ NVFP4 runs at roughly 1/1.8 of BF16 throughput and ~20% below MXFP4, because the ## 7. Conclusion -We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf Small MoE benchmark. NVFP4's two-level microscaling—an E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale—combined with hybrid 1D/2D blocking, RHT, and SR, trains stably once the PTS scale-floor spec bug is fixed, and converges closer to BF16 than MXFP4: at the 16,128-step MLPerf-aligned slice, NVFP4 reaches 3.3459 ± 0.0024 versus 3.3264 ± 0.0031 for BF16 (+0.0195) and beats MXFP4 (3.3548 ± 0.0016) on every seed. Operator-level SNR, on both synthetic injected-outlier and real-activation data, attributes NVFP4's advantage to its finer block and higher-resolution two-level scale, most decisively on weight gradients. The already-merged AMD-FP4 (UE5M3) variant matches NVFP4 once the outer scale is present. +We described an ALTO recipe for training GPT-OSS-20B under NVFP4 on the MLPerf Small MoE benchmark. NVFP4's two-level microscaling—an E4M3 scale per 16-element block, normalized by a per-tensor FP32 outer scale—combined with hybrid 1D/2D blocking, RHT, and SR, trains stably and converges closer to BF16 than MXFP4: at the 16,128-step MLPerf-aligned slice, NVFP4 reaches 3.3459 ± 0.0024 versus 3.3264 ± 0.0031 for BF16 (+0.0195) and beats MXFP4 (3.3548 ± 0.0016) on every seed. Operator-level SNR, on both synthetic injected-outlier and real-activation data, attributes NVFP4's advantage to its finer block and higher-resolution two-level scale, most decisively on weight gradients. The already-merged AMD-FP4 (UE5M3) variant matches NVFP4 once the outer scale is present. ---

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elem=E2M1, block_scale=E4M3,
tensorwise PTS, rounding=RNE
(no Hadamard on forward path)"] + QF --> Xlp["X_lp (FP4 codes)"] + Xlp --> DQX["Dequantize X
X_dq = X_lp * block_scale * pts"] + DQX --> Xdq["X_dq (BF16)"] + SX --> DQX + + Wlp --> DQW["Dequantize W"] + SW --> DQW + DQW --> Wdq["W_dq (BF16)"] + + Xdq --> GEMM["BF16 GEMM (QDQ emulation path)
Y = X_dq @ W_dq^T"] + Wdq --> GEMM + GEMM --> Y["Y (BF16) -> next layer"] + + X -. saved for wgrad .-> Save["Hadamard H + block-quantize
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elem=E2M1, scale=E4M3, PTS,
rounding=SR (no Hadamard on dgrad)
injects fresh noise eps_d"] + QDg --> dYdq["dY_dq (BF16) = true dY + eps_d"] + dYdq --> Gd["BF16 GEMM (QDQ emulation)
dX = dY_dq @ W_dq"] + Wlp --> DqW1["Dequantize W"] + DqW1 --> Gd + Gd --> dX["dX (BF16)
flows to layer L-1 as dY_{L-1}
(cross-layer noise carrier)"] + + dY --> HW["Hadamard rotation H
(applied to dY for wgrad only)"] + HW --> QWg["SR-block-quantize
(same block params, SR=ON)"] + QWg --> dYHdq["dY_H_dq (BF16) = true dY rotated + eps_w"] + + Xsaved --> HX["Hadamard H on saved X"] + HX --> QXw["block-quantize"] + QXw --> Xhdq["X_H_dq (BF16)"] + + dYHdq --> Gw["BF16 GEMM (QDQ emulation)
dW = dY_H_dq^T @ X_H_dq"] + Xhdq --> Gw + Gw --> dW["dW (BF16)"] + dW --> Opt["AdamW optimizer"] + dW --> GN["grad_norm = sqrt(sum over layers ||dW||_2^2)
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zZ?LiafjWTC{9jQR`wLkL8Wo+xDE64x8hdDzA&%m}@3r+@T(0+9&=GPs{`_DR!O#EF zr;CPN=gnD~9FdfrR}US0YsC7?K?M(0>hF+Cd|v+_Q^oK%N&bJT&)q^L#@3c=+y#UI flI$XGWIITvxaK~atR<)s{~LMfi&B{vuH61#@)0jM literal 0 HcmV?d00001 diff --git a/nvfp4_tech_report/figures/nvfp4_diagram3_stacked.mmd b/nvfp4_tech_report/figures/nvfp4_diagram3_stacked.mmd new file mode 100644 index 00000000..4c3cb273 --- /dev/null +++ b/nvfp4_tech_report/figures/nvfp4_diagram3_stacked.mmd @@ -0,0 +1,13 @@ +flowchart LR + dYLp1["dY_{L+1}"] + dYLp1 --> N3["layer L+1 dgrad
SR + GEMM, adds eps_{L+1}"] + N3 --> dYL["dX_{L+1} = dY_L
variance sigma_{L+1}^2"] + + dYL --> N2["layer L dgrad
SR + GEMM, adds eps_L"] + N2 --> dYLm1["dX_L = dY_{L-1}
sigma_L^2 ~ G_L * sigma_{L+1}^2 + eps_L^2"] + + dYLm1 --> N1["layer L-1 dgrad
SR + GEMM, adds eps_{L-1}"] + N1 --> dYLm2["dX_{L-1} = dY_{L-2}
sigma_{L-1}^2 ~ G_{L-1} * sigma_L^2 + eps_{L-1}^2"] + + Note["Recurrence (no Hadamard on dgrad):
sigma_d^2 = G_d * sigma_{d+1}^2 + eps_d^2
eps_d^2 ∝ ||grad_output||_inf^2 (Tseng Thm 3.2)"] + N2 -.-> Note diff --git a/nvfp4_tech_report/figures/nvfp4_diagram3_stacked.png b/nvfp4_tech_report/figures/nvfp4_diagram3_stacked.png new file mode 100644 index 0000000000000000000000000000000000000000..0d14f7284a11240838e7a541d7ae3eaa58577486 GIT binary patch literal 80676 zcmeFZWmJ@F8$XIIh@zu{paOzOhZ53AND4@&Al)F{pwcQmfG`Xtoze{|NOv=oba(f; zeBHk9UT3ZUTIbt29}XY(TH}V9XYS{|uj^OWyAoWbR-%*!eh<8T5b?>{``3= z_>BMlSc)Mo{PzVG7HPnP_%r`{UCZ&1m{MYO2vq2sIdWki04?*;=*UzE_ z10@nYV@=c7_3TjG z#vTuQhxFvINEck34v#Z!f0#1MB}vGBIR}@Mx-~ztoA2y4svq*tIs`qNqmV-K%00P& zmC%M)jYaWJJld1(=CfOetnu4x>|?t zoP;&a48>N9fv-o|uTaRbw~>Rf8``U*l}SR(mwa^2U9vM8E=k}PP%uSXgS4>I3d0liW`RJGwVL5atV_xx+_CM@aU`j`)#02{b3`#?H>Q z+#jKocqo>%hm-S&AM#`qKR?dq8%R5>eJgZWe}d-Rmc7#ZU}SqyiK_b7NO|#1%4@;P z4bQ6E67cCc!x=SIb{rc+BD1p@aNdrg&IcuCmALFzY+Om)UhK{AH?8lo3O+u%)vPzeVjyyETw{S6Mo!m*y`D6322I{rHnRi$R?KZW<*k(wHPq7_ zVlK8d3Q;fP-i1%ZJgyV992)~ar_!&6lFyi5zS$p 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