{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleSeg v2.9.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae","json_url":"https://onlylabs.fyi/signals/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae/signal.json","generated_at":"2026-06-11T03:45:11.109888+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/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae","signal_json":"https://onlylabs.fyi/signals/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae/signal.json","source":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","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/PaddleSeg v2.9.0 (PaddlePaddle/PaddleSeg). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleSeg v2.9.0 Repository: PaddlePaddle/PaddleSeg Tag: v2.9.0 Published: 2023-10-18T03:54:18Z Prerelease: no Release notes: New Project * Add support for multi-label.... 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/PaddleSeg/releases/tag/v2.9.0","source_host":"github.com","occurred_at":"2023-10-18T03:54:18+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleSeg"},"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/PaddleSeg","source":"source"},{"label":"Release","value":"PaddleSeg v2.9.0","source":"source"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","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/PaddleSeg v2.9.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleSeg v2.9.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleSeg v2.9.0."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleSeg v2.9.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleSeg v2.9.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has context","object":"PaddlePaddle/PaddleSeg","text":"PaddlePaddle/PaddleSeg v2.9.0 has context PaddlePaddle/PaddleSeg."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleSeg v2.9.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleSeg v2.9.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleSeg v2.9.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleSeg v2.9.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","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/PaddleSeg v2.9.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleSeg v2.9.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleSeg v2.9.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleSeg v2.9.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleSeg v2.9.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has repository","object":"PaddlePaddle/PaddleSeg","text":"PaddlePaddle/PaddleSeg v2.9.0 has repository PaddlePaddle/PaddleSeg."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has release","object":"PaddleSeg v2.9.0","text":"PaddlePaddle/PaddleSeg v2.9.0 has release PaddleSeg v2.9.0."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has watch 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleSeg v2.9.0 Repository: PaddlePaddle/PaddleSeg Tag: v2.9.0 Published: 2023-10-18T03:54:18Z Prerelease: no Release notes: New Project * Add support for multi-label.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleSeg v2.9.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleSeg v2.9.0."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleSeg v2.9.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleSeg v2.9.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has context","object":"PaddlePaddle/PaddleSeg","text":"PaddlePaddle/PaddleSeg v2.9.0 has context PaddlePaddle/PaddleSeg."},{"subject":"PaddlePaddle/PaddleSeg v2.9.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleSeg v2.9.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ef37fe3f-c23e-4cc0-a4da-68608b89a5ae","url":"https://onlylabs.fyi/signals/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae","json_url":"https://onlylabs.fyi/signals/ef37fe3f-c23e-4cc0-a4da-68608b89a5ae/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","title":"PaddlePaddle/PaddleSeg v2.9.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleSeg","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-10-18T03:54:18+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/PaddleSeg/releases/tag/v2.9.0"]},"facets":{"repo":"PaddlePaddle/PaddleSeg"},"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/PaddleSeg/releases/tag/v2.9.0","final_url":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","title":"PaddlePaddle/PaddleSeg v2.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:11.109888+00:00","bytes":6687,"raw_path":"cc71ea867e3d3611d8c9a10d4f53462b009d78585c6b3deee2a981a865043f19.json","content_hash":"5d9e4c14154aa5e4b3c20053ea9cf9e6a0cda738d979f34314d1a72c25d8bdb1","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleSeg v2.9.0 Repository: PaddlePaddle/PaddleSeg Tag: v2.9.0 Published: 2023-10-18T03:54:18Z Prerelease: no Release notes: New Project * Add support for multi-label segmentation, including code for data conversion and result visualization. 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(#3451)..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","final_url":"https://github.com/PaddlePaddle/PaddleSeg/releases/tag/v2.9.0","title":"PaddlePaddle/PaddleSeg v2.9.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:11.109888+00:00","bytes":6687,"raw_path":"cc71ea867e3d3611d8c9a10d4f53462b009d78585c6b3deee2a981a865043f19.json","content_hash":"5d9e4c14154aa5e4b3c20053ea9cf9e6a0cda738d979f34314d1a72c25d8bdb1","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleSeg v2.9.0 Repository: PaddlePaddle/PaddleSeg Tag: v2.9.0 Published: 2023-10-18T03:54:18Z Prerelease: no Release notes: New Project * Add support for multi-label segmentation, including code for data conversion and result visualization. (#3479) * Add quantitative awareness training support for PP-LiteSeg, PP-MobileSeg, OCRNet, and SegFormer-B0 to improve model inference speed. (#3457) * Add MobileSAM model to achieve faster SAM inference (#3346) New feature * Add support for mlu, npu, xpu. (#3422) * Add more devices for TIPC including mlu, npu and xpu. (#3459) Bug fixes * Solve the model accuracy problem of pp_mobileseg. (#3443) * Suppress Paddle 0-dimensional tensor warning. (#3423) * Replace concat with stack to solve the 0-dimensional tensor problem. (#3356) * Remove fluid API in rvm. (#3417) * Fixed multiple problems after stride is supported. (#3412, #3414, #3413) * Fix tool/model/analyze_model.py analysis flops problem. (#3404) * Fix image data reading problem, modify paddleseg/transforms/transforms.py. (#3377) * Fix CityscapesSOTA export error. (#3358) * Fix auc_roc configuration in predict. (#3446) * Remove invalid parameter num_class in losses/focal_loss.py. 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