{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/paddle_musa","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/25008ab8-bd15-45e5-81c5-254f3f62dc98","json_url":"https://onlylabs.fyi/signals/25008ab8-bd15-45e5-81c5-254f3f62dc98/signal.json","generated_at":"2026-07-26T18:52:15.444Z","evidence_latest_fetched_at":"2026-07-07T07:01:23.601701+00:00","signal_first_seen_at":"2026-07-07T07:00:49.268884+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/25008ab8-bd15-45e5-81c5-254f3f62dc98","signal_json":"https://onlylabs.fyi/signals/25008ab8-bd15-45e5-81c5-254f3f62dc98/signal.json","source":"https://github.com/PaddlePaddle/paddle_musa","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/paddle_musa (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/paddle_musa · language C++. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/paddle_musa","source_host":"github.com","occurred_at":"2026-07-06T07:43:55+00:00","first_seen_at":"2026-07-07T07:00:49.268884+00:00","date_source":"source","context":"C++"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/paddle_musa","source":"source"},{"label":"Language","value":"C++","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/25008ab8-bd15-45e5-81c5-254f3f62dc98/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/paddle_musa","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s repo signal \"PaddlePaddle/paddle_musa\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/paddle_musa","text":"Baidu (ERNIE) published repo PaddlePaddle/paddle_musa."},{"subject":"PaddlePaddle/paddle_musa","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/paddle_musa is classified as repo signal."},{"subject":"PaddlePaddle/paddle_musa","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/paddle_musa belongs to repos desk."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has context","object":"C++","text":"PaddlePaddle/paddle_musa has context C++."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/paddle_musa has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has captured page count","object":"1","text":"PaddlePaddle/paddle_musa has captured page count 1."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has readable page count","object":"1","text":"PaddlePaddle/paddle_musa has readable page count 1."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has related signal count","object":"6","text":"PaddlePaddle/paddle_musa has related signal count 6."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/paddle_musa has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has source host","object":"github.com","text":"PaddlePaddle/paddle_musa has source host github.com."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/paddle_musa has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/paddle_musa has signal desk repos."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has source host","object":"github.com","text":"PaddlePaddle/paddle_musa has source host github.com."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has repository","object":"PaddlePaddle/paddle_musa","text":"PaddlePaddle/paddle_musa has repository PaddlePaddle/paddle_musa."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has language","object":"C++","text":"PaddlePaddle/paddle_musa has language C++."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has stars","object":"1","text":"PaddlePaddle/paddle_musa has stars 1."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has watch term","object":"Data 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/paddle_musa · language C++. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/paddle_musa","text":"Baidu (ERNIE) published repo PaddlePaddle/paddle_musa."},{"subject":"PaddlePaddle/paddle_musa","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/paddle_musa is classified as repo signal."},{"subject":"PaddlePaddle/paddle_musa","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/paddle_musa belongs to repos desk."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has context","object":"C++","text":"PaddlePaddle/paddle_musa has context C++."},{"subject":"PaddlePaddle/paddle_musa","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/paddle_musa has evidence coverage 1 captured evidence 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metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-07T07:01:23.601701+00:00","bytes":24541,"raw_path":"dcb42a73d12e368f760e3ecdac267f3ea1a69d00e7b8fcc8eb90d3a1d5918e78.json","content_hash":"4800f91145a8214368d41bc46ea068e016a2429cf915e724880fe38de4695fa2","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/paddle_musa Language: C++ License: Apache-2.0 Stars: 0 Forks: 0 Open issues: 0 Created: 2026-07-06T07:43:55Z Pushed: 2026-07-06T07:44:33Z Default branch: main Fork: no Archived: no README: Paddle MUSA [中文](#中文) | [English](#english) --- 中文 项目介绍 Paddle MUSA 是摩尔线程面向飞桨（PaddlePaddle）深度学习框架打造的 MUSA GPU 硬件后端适配项目。项目基于 PaddlePaddle 主线源码与 Custom Device 扩展机制，将摩尔线程 GPU 的计算、存储、通信与运行时能力接入飞桨生态，使开发者能够在保持飞桨主线 API 使用方式基本不变的前提下，将训练、推理和模型部署任务迁移到 MUSA 设备上运行。 Paddle MUSA 围绕飞桨框架与摩尔线程的S5000显卡硬件能力之间的全链路打通，覆盖设备发现与管理、运行时调度、算子 kernel 注册与调用、MUDNN/MCCL 等基础库集成、分布式通信、性能分析以及模型验证等关键环节。通过自定义的[规则化机制](backends/musa/hack/README.md)管理和 CUDA 的差异，降低 Paddle 主线代码升级适配成本。 当前项目已完成对 PaddlePaddle 源码仓库主线的适配，支持与 PaddlePaddle 主框架联合构建并产出单一安装包，便于在训练、推理和模型验证场景中直接使用。适配内容覆盖运行时、设备上下文、基础算子注册、MUSA/MUDNN/MCCL 依赖集成、Paddle 主线规则化源码适配以及单元测试与模型冒烟验证等模块。 适配状态 | 项目 | 当前状态 | | --- | --- | | 主线适配 | 支持 PaddlePaddle 主线源码联合构建，随主线持续适配 | | 算子适配规模 | 972 类算子 | | 算子适配覆盖率 | 91%（以 Paddle GPU/CUDA 1067 类算子为 100% 基准统计） | | 模型适配规模 | 44 个飞桨生态模型 | | 覆盖领域 | 6 类模型与应用场景 | | 认证情况 | 已取得百度飞桨官方三级适配认证 | 已验证模型与覆盖领域 目前 Paddle MUSA 已适配并验证 44 个飞桨生态模型，覆盖大语言模型、多模态、OCR、视觉分类、检测、分割、姿态估计、检索识别与推荐系统等主流场景。 | 领域 | 代表模型 | | --- | --- | | 大语言模型与多模态模型 |..."},"evidence_pages":[],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu 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(ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}