{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Paddle v3.2.2","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb","json_url":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb/signal.json","generated_at":"2026-06-11T03:39:00.247066+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/a5c789ed-06d9-4dca-a686-58e6965a2cbb","signal_json":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb/signal.json","source":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/Paddle v3.2.2 (PaddlePaddle/Paddle). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of existing framework · PaddlePaddle 3.2.2 Release Notes Repository: PaddlePaddle/Paddle Tag: v3.2.2 Published: 2025-12-08T01:34:19Z Prerelease: no Release notes: 重要更新.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","source_host":"github.com","occurred_at":"2025-12-08T01:34:19+00:00","first_seen_at":"2026-06-06T01:49:51.911496+00:00","date_source":"source","context":"PaddlePaddle/Paddle"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/Paddle","source":"source"},{"label":"Release","value":"PaddlePaddle 3.2.2 Release Notes","source":"source"},{"label":"Notability","value":"Routine patch release of existing framework","source":"signal"},{"label":"Watch term","value":"Data pipeline","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/Paddle/releases/tag/v3.2.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:39:00.247066+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb/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":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","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":"https://onlylabs.fyi/topics/releases/signals.json","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 release signal \"PaddlePaddle/Paddle v3.2.2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle v3.2.2","text":"Baidu (ERNIE) released PaddlePaddle/Paddle v3.2.2."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle v3.2.2 is classified as release signal."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle v3.2.2 belongs to releases desk."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has context","object":"PaddlePaddle/Paddle","text":"PaddlePaddle/Paddle v3.2.2 has context PaddlePaddle/Paddle."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle v3.2.2 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Paddle v3.2.2 has captured page count 1."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Paddle v3.2.2 has readable page count 1."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Paddle v3.2.2 has related signal count 6."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/Paddle v3.2.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle v3.2.2 has source host github.com."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Paddle v3.2.2 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Paddle v3.2.2 has signal desk releases."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle v3.2.2 has source host github.com."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has repository","object":"PaddlePaddle/Paddle","text":"PaddlePaddle/Paddle v3.2.2 has repository PaddlePaddle/Paddle."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has release","object":"PaddlePaddle 3.2.2 Release Notes","text":"PaddlePaddle/Paddle v3.2.2 has release PaddlePaddle 3.2.2 Release Notes."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has notability","object":"Routine patch release of existing framework","text":"PaddlePaddle/Paddle v3.2.2 has notability Routine patch release of existing framework."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/Paddle v3.2.2 has watch term Data pipeline."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/Paddle v3.2.2 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Paddle v3.2.2 (PaddlePaddle/Paddle). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Routine patch release of existing framework · PaddlePaddle 3.2.2 Release Notes Repository: PaddlePaddle/Paddle Tag: v3.2.2 Published: 2025-12-08T01:34:19Z Prerelease: no Release notes: 重要更新.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle v3.2.2","text":"Baidu (ERNIE) released PaddlePaddle/Paddle v3.2.2."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle v3.2.2 is classified as release signal."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle v3.2.2 belongs to releases desk."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has context","object":"PaddlePaddle/Paddle","text":"PaddlePaddle/Paddle v3.2.2 has context PaddlePaddle/Paddle."},{"subject":"PaddlePaddle/Paddle v3.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle v3.2.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a5c789ed-06d9-4dca-a686-58e6965a2cbb","url":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb","json_url":"https://onlylabs.fyi/signals/a5c789ed-06d9-4dca-a686-58e6965a2cbb/signal.json","source_url":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","title":"PaddlePaddle/Paddle v3.2.2","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/Paddle","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-12-08T01:34:19+00:00","first_seen_at":"2026-06-06T01:49:51.911496+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/Paddle/releases/tag/v3.2.2"]},"facets":{"repo":"PaddlePaddle/Paddle"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","final_url":"https://github.com/PaddlePaddle/Paddle/releases/tag/v3.2.2","title":"PaddlePaddle/Paddle v3.2.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:39:00.247066+00:00","bytes":5605,"raw_path":"3a0dc06971bc0f88daad104abc0e00751692300ae525e9212e42db6ea8c585c5.json","content_hash":"ff4e835361e85e3436b37b61734dd595fae2eacd1192ca43c80d6cab5dc10cfa","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle 3.2.2 Release Notes Repository: PaddlePaddle/Paddle Tag: v3.2.2 Published: 2025-12-08T01:34:19Z Prerelease: no Release notes: 重要更新 飞桨框架3.2.2版本在分布式并行、算子机制、硬件适配三个方面完成多项优化与升级，进一步提升框架性能与稳定性。 1. 分布式训练 - 优化 FlexCheckpoint 的重切分通信流程; 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