{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/benchmark","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3","json_url":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3/signal.json","generated_at":"2026-06-11T03:57:58.879769+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/958f0b8d-15cc-4f3c-8f4c-90603016a1d3","signal_json":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3/signal.json","source":"https://github.com/PaddlePaddle/benchmark","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/benchmark (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/benchmark · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/benchmark","source_host":"github.com","occurred_at":"2019-02-28T03:14:16+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Python"},"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/benchmark","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"82","source":"traction"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/benchmark"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:58.879769+00:00"},"data_business":{"matches":true,"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"matched_terms":["benchmark"],"score":14,"reason":"Baidu (ERNIE) has a repo signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Evals and quality?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New 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/958f0b8d-15cc-4f3c-8f4c-90603016a1d3/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/benchmark","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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/benchmark\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/benchmark","text":"Baidu (ERNIE) published repo PaddlePaddle/benchmark."},{"subject":"PaddlePaddle/benchmark","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/benchmark is classified as repo signal."},{"subject":"PaddlePaddle/benchmark","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/benchmark belongs to repos desk."},{"subject":"PaddlePaddle/benchmark","predicate":"has context","object":"Python","text":"PaddlePaddle/benchmark has context Python."},{"subject":"PaddlePaddle/benchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/benchmark has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/benchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"PaddlePaddle/benchmark matches data-business lanes Evals and quality."},{"subject":"PaddlePaddle/benchmark","predicate":"has captured page count","object":"1","text":"PaddlePaddle/benchmark has captured page count 1."},{"subject":"PaddlePaddle/benchmark","predicate":"has readable page count","object":"1","text":"PaddlePaddle/benchmark has readable page count 1."},{"subject":"PaddlePaddle/benchmark","predicate":"has related signal count","object":"6","text":"PaddlePaddle/benchmark has related signal count 6."},{"subject":"PaddlePaddle/benchmark","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/benchmark 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/benchmark","predicate":"has source host","object":"github.com","text":"PaddlePaddle/benchmark has source host github.com."},{"subject":"PaddlePaddle/benchmark","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/benchmark has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/benchmark","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/benchmark has signal desk repos."},{"subject":"PaddlePaddle/benchmark","predicate":"has source host","object":"github.com","text":"PaddlePaddle/benchmark has source host github.com."},{"subject":"PaddlePaddle/benchmark","predicate":"has repository","object":"PaddlePaddle/benchmark","text":"PaddlePaddle/benchmark has repository PaddlePaddle/benchmark."},{"subject":"PaddlePaddle/benchmark","predicate":"has language","object":"Python","text":"PaddlePaddle/benchmark has language Python."},{"subject":"PaddlePaddle/benchmark","predicate":"has stars","object":"82","text":"PaddlePaddle/benchmark has stars 82."},{"subject":"PaddlePaddle/benchmark","predicate":"has radar lane","object":"Evals and quality","text":"PaddlePaddle/benchmark has radar lane Evals and quality."},{"subject":"PaddlePaddle/benchmark","predicate":"has matched term","object":"benchmark","text":"PaddlePaddle/benchmark has matched term benchmark."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/benchmark (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/benchmark · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/benchmark","text":"Baidu (ERNIE) published repo PaddlePaddle/benchmark."},{"subject":"PaddlePaddle/benchmark","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/benchmark is classified as repo signal."},{"subject":"PaddlePaddle/benchmark","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/benchmark belongs to repos desk."},{"subject":"PaddlePaddle/benchmark","predicate":"has context","object":"Python","text":"PaddlePaddle/benchmark has context Python."},{"subject":"PaddlePaddle/benchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/benchmark has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/benchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"PaddlePaddle/benchmark matches data-business lanes Evals and quality."}]},"signal":{"id":"958f0b8d-15cc-4f3c-8f4c-90603016a1d3","url":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3","json_url":"https://onlylabs.fyi/signals/958f0b8d-15cc-4f3c-8f4c-90603016a1d3/signal.json","source_url":"https://github.com/PaddlePaddle/benchmark","title":"PaddlePaddle/benchmark","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2019-02-28T03:14:16+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/benchmark"]},"facets":{"repo":"PaddlePaddle/benchmark","language":"Python"},"traction":{"github_stars":82,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["benchmark"],"reason":"Baidu (ERNIE) has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/benchmark","final_url":"https://github.com/PaddlePaddle/benchmark","title":"PaddlePaddle/benchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:58.879769+00:00","bytes":23024,"raw_path":"57007bd7beca27f81a9d69cc9fb4e7e934805e312b8d6eb65155598e03620b88.json","content_hash":"3b004f9f2cbcb48c21be42ebd610b70fda7a8867cbdcc9f2d608672f16d68221","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/benchmark Language: Python Stars: 82 Forks: 157 Open issues: 64 Created: 2019-02-28T03:14:16Z Pushed: 2026-04-07T02:25:20Z Default branch: master Fork: no Archived: no README: PaddlePaddle Benchmark 我们对PaddlePaddle的最新版本[v1.5.0](https://github.com/PaddlePaddle/Paddle/tree/v1.5.0)，在训练性能和显存占用方面进行了基准测试。 目录 * [测试环境](#测试环境) * [智能视觉（PaddleCV）](#PaddleCV) * [SE-ResNeXt50](#SE-ResNeXt50) * [Mask-RCNN](#Mask-RCNN) * [YOLOv3](#YOLOv3) * [DeepLab V3+](#deepLab-v3) * [Cycle-GAN](#Cycle-GAN) * [智能文本处理（PaddleNLP）](#PaddleNLP) * [PaddingRNN](#PaddingRNN) * [BERT](#BERT) * [Transformer](#Transformer) * [强化学习（PARL）](#PARL) * [DDPG](#DDPG) 测试环境 - 测试对象 - 本次测试[PaddlePaddle v1.5.0](https://github.com/PaddlePaddle/Paddle/tree/v1.5.0)，具体commit是：`401c03fc20478f5cc067440422fc3a7b306d0e32` - 基准测试程序[benchmark](https://github.com/PaddlePaddle/benchmark)，具体commit是：`3c34ed6b166f6b77e759b4c54e8854652ad3d776` - Docker镜像 - Paddle编译镜像 - CUDA 9.0，`paddlepaddle/paddle_manylinux_devel:cuda9.0_cudnn7` - CUDA 10.0，`paddlepaddle/paddle_manylinux_devel:cuda10.0_cudnn7` - Paddle测试镜像 - CUDA 9.0，`paddlepaddle/paddle:latest-gpu-cuda9.0-cudnn7` - CUDA 10.0，`paddlepaddle/paddle:latest-gpu-cuda10.0-cudnn7` -..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/benchmark","final_url":"https://github.com/PaddlePaddle/benchmark","title":"PaddlePaddle/benchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:58.879769+00:00","bytes":23024,"raw_path":"57007bd7beca27f81a9d69cc9fb4e7e934805e312b8d6eb65155598e03620b88.json","content_hash":"3b004f9f2cbcb48c21be42ebd610b70fda7a8867cbdcc9f2d608672f16d68221","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/benchmark Language: Python Stars: 82 Forks: 157 Open issues: 64 Created: 2019-02-28T03:14:16Z Pushed: 2026-04-07T02:25:20Z Default branch: master Fork: no Archived: no README: PaddlePaddle Benchmark 我们对PaddlePaddle的最新版本[v1.5.0](https://github.com/PaddlePaddle/Paddle/tree/v1.5.0)，在训练性能和显存占用方面进行了基准测试。 目录 * [测试环境](#测试环境) * [智能视觉（PaddleCV）](#PaddleCV) * [SE-ResNeXt50](#SE-ResNeXt50) * [Mask-RCNN](#Mask-RCNN) * [YOLOv3](#YOLOv3) * [DeepLab V3+](#deepLab-v3) * [Cycle-GAN](#Cycle-GAN) * [智能文本处理（PaddleNLP）](#PaddleNLP) * [PaddingRNN](#PaddingRNN) * [BERT](#BERT) * [Transformer](#Transformer) * [强化学习（PARL）](#PARL) * [DDPG](#DDPG) 测试环境 - 测试对象 - 本次测试[PaddlePaddle v1.5.0](https://github.com/PaddlePaddle/Paddle/tree/v1.5.0)，具体commit是：`401c03fc20478f5cc067440422fc3a7b306d0e32` - 基准测试程序[benchmark](https://github.com/PaddlePaddle/benchmark)，具体commit是：`3c34ed6b166f6b77e759b4c54e8854652ad3d776` - Docker镜像 - Paddle编译镜像 - CUDA 9.0，`paddlepaddle/paddle_manylinux_devel:cuda9.0_cudnn7` - CUDA 10.0，`paddlepaddle/paddle_manylinux_devel:cuda10.0_cudnn7` - Paddle测试镜像 - CUDA 9.0，`paddlepaddle/paddle:latest-gpu-cuda9.0-cudnn7` - CUDA 10.0，`paddlepaddle/paddle:latest-gpu-cuda10.0-cudnn7` -..."}],"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 (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (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"}]}