{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleVideo v2.0.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd","json_url":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd/signal.json","generated_at":"2026-06-11T03:45:53.698365+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/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd","signal_json":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd/signal.json","source":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","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/PaddleVideo v2.0.0 (PaddlePaddle/PaddleVideo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleVideo v2.0.0 Repository: PaddlePaddle/PaddleVideo Tag: v2.0.0 Published: 2021-03-01T12:09:39Z Prerelease: no Release notes: Release Note PaddleVideo.... 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/PaddleVideo/releases/tag/v2.0.0","source_host":"github.com","occurred_at":"2021-03-01T12:09:39+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleVideo"},"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/PaddleVideo","source":"source"},{"label":"Release","value":"PaddleVideo v2.0.0","source":"source"},{"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/PaddleVideo/releases/tag/v2.0.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:53.698365+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd/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/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","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/PaddleVideo v2.0.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleVideo v2.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleVideo v2.0.0."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleVideo v2.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleVideo v2.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has context","object":"PaddlePaddle/PaddleVideo","text":"PaddlePaddle/PaddleVideo v2.0.0 has context PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleVideo v2.0.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleVideo v2.0.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleVideo v2.0.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleVideo v2.0.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","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/PaddleVideo v2.0.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleVideo v2.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleVideo v2.0.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleVideo v2.0.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleVideo v2.0.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has repository","object":"PaddlePaddle/PaddleVideo","text":"PaddlePaddle/PaddleVideo v2.0.0 has repository PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has release","object":"PaddleVideo v2.0.0","text":"PaddlePaddle/PaddleVideo v2.0.0 has release PaddleVideo v2.0.0."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/PaddleVideo v2.0.0 has watch term Data pipeline."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/PaddleVideo v2.0.0 has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleVideo v2.0.0 (PaddlePaddle/PaddleVideo). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleVideo v2.0.0 Repository: PaddlePaddle/PaddleVideo Tag: v2.0.0 Published: 2021-03-01T12:09:39Z Prerelease: no Release notes: Release Note PaddleVideo.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleVideo v2.0.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleVideo v2.0.0."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleVideo v2.0.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleVideo v2.0.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has context","object":"PaddlePaddle/PaddleVideo","text":"PaddlePaddle/PaddleVideo v2.0.0 has context PaddlePaddle/PaddleVideo."},{"subject":"PaddlePaddle/PaddleVideo v2.0.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleVideo v2.0.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f37cdb74-66ea-4ddc-a56c-b8810c0af9bd","url":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd","json_url":"https://onlylabs.fyi/signals/f37cdb74-66ea-4ddc-a56c-b8810c0af9bd/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","title":"PaddlePaddle/PaddleVideo v2.0.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleVideo","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2021-03-01T12:09:39+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/PaddleVideo/releases/tag/v2.0.0"]},"facets":{"repo":"PaddlePaddle/PaddleVideo"},"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/PaddleVideo/releases/tag/v2.0.0","final_url":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","title":"PaddlePaddle/PaddleVideo v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:53.698365+00:00","bytes":4418,"raw_path":"200f72995b633a2948f68788a853cf916b8c26c3db13947bbde409940f724370.json","content_hash":"e5dd3d279a2cc04e0eca8fb4ef3f370279fde38f6b29e38d40d71d5a802fcfcf","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleVideo v2.0.0 Repository: PaddlePaddle/PaddleVideo Tag: v2.0.0 Published: 2021-03-01T12:09:39Z Prerelease: no Release notes: Release Note PaddleVideo 基于2.0动态图实现，使用模块化设计，将各部分功能拆分到不同组件中进行解耦。可以轻松的组合、配置和自定义组件来快速实现视频算法模型。 基础能力 1. 支持更多的数据集和模型结构，包括: Kinectics400、UCF-101、YoutTube8M、ActivityNet等数据集。 2. 发布多个视频分类和视频动作定位方向模型，包括: TSN、TSM、SlowFast、AttentionLSTM、BMN模型。 3. 打通完整部署全流程。 亮点建设 1. 发布2D SOTA模型ppTSM: 在Kinectics-400数据集上Top1精度为73.5% ，较标准版TSM提升3.5%，且模型参数量持平，模型训练和预测速度更快。 2. 发布多种训练加速方案：SlowFast训练速度相较于原始实现提速100%，TSN+DALI训练速度相较于原始实现提速3.6倍 。 特色应用 1. 发布大规模视频分类模型VideoTag: 使用千万量级数据集训练的视频标签预训练模型，支持3000个源于产业实践的实用标签。 2. 发布足球动作检测算法FootballAction: 高效定位出视频中各种足球动作发生的起止时间以及该动作类别。 Release Note Support dynamic graph programming paradigm, adapted to Paddle2.0. Including: 1. Various dataset. PaddleVideo supports various datasets including Kinectics400, ucf101, YoutTube8M datasets. 2. Various architectures. PaddleVideo supports more architectures, including video recognition models, such as TSN, TSM, SlowFast, AttentionLSTM and action localization model, like BMN. 3. Deployable. PaddleVideo is powered by the Paddle Inference. 4. Higher performance. PP-TSM, which is based on the standard TSM, already..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","final_url":"https://github.com/PaddlePaddle/PaddleVideo/releases/tag/v2.0.0","title":"PaddlePaddle/PaddleVideo v2.0.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:53.698365+00:00","bytes":4418,"raw_path":"200f72995b633a2948f68788a853cf916b8c26c3db13947bbde409940f724370.json","content_hash":"e5dd3d279a2cc04e0eca8fb4ef3f370279fde38f6b29e38d40d71d5a802fcfcf","excerpt_chars":1200,"truncated":true,"excerpt":"PaddleVideo v2.0.0 Repository: PaddlePaddle/PaddleVideo Tag: v2.0.0 Published: 2021-03-01T12:09:39Z Prerelease: no Release notes: Release Note PaddleVideo 基于2.0动态图实现，使用模块化设计，将各部分功能拆分到不同组件中进行解耦。可以轻松的组合、配置和自定义组件来快速实现视频算法模型。 基础能力 1. 支持更多的数据集和模型结构，包括: Kinectics400、UCF-101、YoutTube8M、ActivityNet等数据集。 2. 发布多个视频分类和视频动作定位方向模型，包括: TSN、TSM、SlowFast、AttentionLSTM、BMN模型。 3. 打通完整部署全流程。 亮点建设 1. 发布2D SOTA模型ppTSM: 在Kinectics-400数据集上Top1精度为73.5% ，较标准版TSM提升3.5%，且模型参数量持平，模型训练和预测速度更快。 2. 发布多种训练加速方案：SlowFast训练速度相较于原始实现提速100%，TSN+DALI训练速度相较于原始实现提速3.6倍 。 特色应用 1. 发布大规模视频分类模型VideoTag: 使用千万量级数据集训练的视频标签预训练模型，支持3000个源于产业实践的实用标签。 2. 发布足球动作检测算法FootballAction: 高效定位出视频中各种足球动作发生的起止时间以及该动作类别。 Release Note Support dynamic graph programming paradigm, adapted to Paddle2.0. Including: 1. Various dataset. PaddleVideo supports various datasets including Kinectics400, ucf101, YoutTube8M datasets. 2. Various architectures. PaddleVideo supports more architectures, including video recognition models, such as TSN, TSM, SlowFast, AttentionLSTM and action localization model, like BMN. 3. Deployable. PaddleVideo is powered by the Paddle Inference. 4. Higher performance. PP-TSM, which is based on the standard TSM, already..."}],"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"}]}