Pull Request已成功合入, 合并人@CANN-robot
（感谢 pencho 的贡献）
Thanks for your pull-request.
The full list of commands accepted by me can be found at here。
You can get sig-info at here
PR Approval Progress
✅ Congratulations! All modules have met the lgtm and approve requirements.
Module Approval Details
| module | lgtm status | approve status |
|---|---|---|
| docs | ✅ liudan12, yu-xinjie62, songkai111 (3/2) | ✅ songkai111, liudan12 (2/1) |
| ffn | ✅ liudan12, chaotang233 (2/2) | ✅ liudan12, chaotang233 (2/1) |
💡 Tip:
- Committer can comment
/approveor/lgtm- Commenting
/approveimplies both code review (lgtm) and intent to merge (approve)
🔵 source code change are detected, tasks labels is removed in this pull request!
问题/功能描述
本次PR旨在增强技术文档的可读性与准确性，主要包含两方面内容：一是新增了多张技术示意图，用于可视化说明FFN（前馈神经网络）模块中的关键计算过程（如反量化转uint64、专家并行、伪量化流水并发、量化场景下的UB缓冲区分配及向量计算），以辅助理解底层逻辑；二是修复了一处文档中图片引用路径的格式问题，确保文档渲染的一致性。
修改方案描述
修改方案包括两部分：一是在文档的figures目录下新增了五个PNG格式的二进制图片文件（FFN dequant转uint64计算过程.png、FFN专家并行示意图.png、FFN伪量化场景流水并发.png、FFN量化场景UB_buffer分配.png、FFN量化场景vector计算过程.png），用于图文并茂地解释相关技术原理；二是修改了FFN算子设计介绍.md文件，调整了其中一张图片引用的缩进格式，使其与文档其他部分保持一致。本次变更均为文档或静态资源层面的更新，不涉及任何功能代码的修改。
/approve
The following label is not ready.
ci-pipeline-passed: Please wait for the CI test to be completed.
流水线任务触发成功 [流水线指导]
任务链接 [c7976f2299e348f1bec17a157548ab73]
| 任务名称 | 状态 | 日志 | 下载链接 |
|---|---|---|---|
| Check_Pr | ✅ SUCCESS | >>>>> | |
| Compile_Ascend_X86 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_mobile_station | ✅ SUCCESS | >>>>> | >>>>> |
| Pre_Compile | ✅ SUCCESS | ||
| API_Check | ✅ SUCCESS | >>>>> | |
| pre_comment | ✅ SUCCESS | >>>>> | |
| UT_Test | ✅ SUCCESS | ||
| Smoke_A900_npupool | ✅ SUCCESS | >>>>> | |
| codecheck | ✅ SUCCESS | >>>>> | |
| SCA | ✅ SUCCESS | >>>>> | |
| anti_virus | ✅ SUCCESS | >>>>> |
[2026-02-26 15:37:06] CI执行结束
Review Guide
This pull-request passes review.
Committers who wrote a comment of /approve are: liudan12, songkai111, chaotang233.
Reviewers who wrote a comment of /lgtm are: yu-xinjie62, songkai111, chaotang233, liudan12.
描述
补充FFN docs markdown link的PNG图片
关联的Issue
关联Issue #600 : https://gitcode.com/cann/ops-transformer/issues/600
测试
文档更新
更新了 ffn\ffn\docs\FFN算子设计介绍.md 文件
类型标签