{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PGL 2.2.3post0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7","json_url":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7/signal.json","generated_at":"2026-06-11T03:45:50.259519+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/6b09e0ac-7b15-4222-8c78-cac9a5850da7","signal_json":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7/signal.json","source":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","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/PGL 2.2.3post0 (PaddlePaddle/PGL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PGL-2.2.3post0 Repository: PaddlePaddle/PGL Tag: 2.2.3post0 Published: 2022-04-21T09:53:00Z Prerelease: no Release notes: 版本小更新 - 修改了框架动静图切换in_dygraph_mode的逻辑，兼容Paddle.... 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/PGL/releases/tag/2.2.3post0","source_host":"github.com","occurred_at":"2022-04-21T09:53:00+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PGL"},"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/PGL","source":"source"},{"label":"Release","value":"PGL-2.2.3post0","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/PGL/releases/tag/2.2.3post0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:50.259519+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7/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/6b09e0ac-7b15-4222-8c78-cac9a5850da7/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","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/PGL 2.2.3post0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PGL 2.2.3post0","text":"Baidu (ERNIE) released PaddlePaddle/PGL 2.2.3post0."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PGL 2.2.3post0 is classified as release signal."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PGL 2.2.3post0 belongs to releases desk."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has context","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.3post0 has context PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PGL 2.2.3post0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PGL 2.2.3post0 has captured page count 1."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PGL 2.2.3post0 has readable page count 1."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PGL 2.2.3post0 has related signal count 6."},{"subject":"PaddlePaddle/PGL 2.2.3post0","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/PGL 2.2.3post0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PGL 2.2.3post0 has source host github.com."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PGL 2.2.3post0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PGL 2.2.3post0 has signal desk releases."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PGL 2.2.3post0 has source host github.com."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has repository","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.3post0 has repository PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has release","object":"PGL-2.2.3post0","text":"PaddlePaddle/PGL 2.2.3post0 has release PGL-2.2.3post0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PGL 2.2.3post0 (PaddlePaddle/PGL). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PGL-2.2.3post0 Repository: PaddlePaddle/PGL Tag: 2.2.3post0 Published: 2022-04-21T09:53:00Z Prerelease: no Release notes: 版本小更新 - 修改了框架动静图切换in_dygraph_mode的逻辑，兼容Paddle.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PGL 2.2.3post0","text":"Baidu (ERNIE) released PaddlePaddle/PGL 2.2.3post0."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PGL 2.2.3post0 is classified as release signal."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PGL 2.2.3post0 belongs to releases desk."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has context","object":"PaddlePaddle/PGL","text":"PaddlePaddle/PGL 2.2.3post0 has context PaddlePaddle/PGL."},{"subject":"PaddlePaddle/PGL 2.2.3post0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PGL 2.2.3post0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6b09e0ac-7b15-4222-8c78-cac9a5850da7","url":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7","json_url":"https://onlylabs.fyi/signals/6b09e0ac-7b15-4222-8c78-cac9a5850da7/signal.json","source_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","title":"PaddlePaddle/PGL 2.2.3post0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PGL","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-04-21T09:53:00+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/PGL/releases/tag/2.2.3post0"]},"facets":{"repo":"PaddlePaddle/PGL"},"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/PGL/releases/tag/2.2.3post0","final_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","title":"PaddlePaddle/PGL 2.2.3post0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.259519+00:00","bytes":2241,"raw_path":"571dd6882911c62e5a7bdd65c26a5775d1394dde9b08e97d569a60548118dfaf.json","content_hash":"1ca0d2de032c9f044e5895374ee15d3f0eeb1aeeafdc12167681c5a352f45b80","excerpt_chars":1200,"truncated":false,"excerpt":"PGL-2.2.3post0 Repository: PaddlePaddle/PGL Tag: 2.2.3post0 Published: 2022-04-21T09:53:00Z Prerelease: no Release notes: 版本小更新 - 修改了框架动静图切换in_dygraph_mode的逻辑，兼容Paddle 2.3版本"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","final_url":"https://github.com/PaddlePaddle/PGL/releases/tag/2.2.3post0","title":"PaddlePaddle/PGL 2.2.3post0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.259519+00:00","bytes":2241,"raw_path":"571dd6882911c62e5a7bdd65c26a5775d1394dde9b08e97d569a60548118dfaf.json","content_hash":"1ca0d2de032c9f044e5895374ee15d3f0eeb1aeeafdc12167681c5a352f45b80","excerpt_chars":1200,"truncated":false,"excerpt":"PGL-2.2.3post0 Repository: PaddlePaddle/PGL Tag: 2.2.3post0 Published: 2022-04-21T09:53:00Z Prerelease: no Release notes: 版本小更新 - 修改了框架动静图切换in_dygraph_mode的逻辑，兼容Paddle 2.3版本"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}