{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/Paddle-Lite v2.13-rc","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46","json_url":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46/signal.json","generated_at":"2026-06-11T03:45:12.899291+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/d0714946-510f-4cd9-bef0-e889fe4f9a46","signal_json":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46/signal.json","source":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","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-Lite v2.13-rc (PaddlePaddle/Paddle-Lite). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.13-rc Repository: PaddlePaddle/Paddle-Lite Tag: v2.13-rc Published: 2023-03-27T09:45:56Z Prerelease: no Release notes: Release Notes 重要更新 - 易用性提升: Windows、Linux、macOS.... 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-Lite/releases/tag/v2.13-rc","source_host":"github.com","occurred_at":"2023-03-27T09:45:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/Paddle-Lite"},"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-Lite","source":"source"},{"label":"Release","value":"v2.13-rc","source":"source"},{"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-Lite/releases/tag/v2.13-rc"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:12.899291+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46/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/d0714946-510f-4cd9-bef0-e889fe4f9a46/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","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-Lite v2.13-rc\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle-Lite v2.13-rc","text":"Baidu (ERNIE) released PaddlePaddle/Paddle-Lite v2.13-rc."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle-Lite v2.13-rc is classified as release signal."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle-Lite v2.13-rc belongs to releases desk."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has context","object":"PaddlePaddle/Paddle-Lite","text":"PaddlePaddle/Paddle-Lite v2.13-rc has context PaddlePaddle/Paddle-Lite."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle-Lite v2.13-rc has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Paddle-Lite v2.13-rc has captured page count 1."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Paddle-Lite v2.13-rc has readable page count 1."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Paddle-Lite v2.13-rc has related signal count 6."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","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-Lite v2.13-rc 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-Lite v2.13-rc","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle-Lite v2.13-rc has source host github.com."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Paddle-Lite v2.13-rc has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/Paddle-Lite v2.13-rc has signal desk releases."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Paddle-Lite v2.13-rc has source host github.com."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has repository","object":"PaddlePaddle/Paddle-Lite","text":"PaddlePaddle/Paddle-Lite v2.13-rc has repository PaddlePaddle/Paddle-Lite."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has release","object":"v2.13-rc","text":"PaddlePaddle/Paddle-Lite v2.13-rc has release v2.13-rc."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/Paddle-Lite v2.13-rc has watch term Infrastructure."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/Paddle-Lite v2.13-rc (PaddlePaddle/Paddle-Lite). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.13-rc Repository: PaddlePaddle/Paddle-Lite Tag: v2.13-rc Published: 2023-03-27T09:45:56Z Prerelease: no Release notes: Release Notes 重要更新 - 易用性提升: Windows、Linux、macOS.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/Paddle-Lite v2.13-rc","text":"Baidu (ERNIE) released PaddlePaddle/Paddle-Lite v2.13-rc."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/Paddle-Lite v2.13-rc is classified as release signal."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/Paddle-Lite v2.13-rc belongs to releases desk."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has context","object":"PaddlePaddle/Paddle-Lite","text":"PaddlePaddle/Paddle-Lite v2.13-rc has context PaddlePaddle/Paddle-Lite."},{"subject":"PaddlePaddle/Paddle-Lite v2.13-rc","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Paddle-Lite v2.13-rc has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d0714946-510f-4cd9-bef0-e889fe4f9a46","url":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46","json_url":"https://onlylabs.fyi/signals/d0714946-510f-4cd9-bef0-e889fe4f9a46/signal.json","source_url":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","title":"PaddlePaddle/Paddle-Lite v2.13-rc","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/Paddle-Lite","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2023-03-27T09:45:56+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/Paddle-Lite/releases/tag/v2.13-rc"]},"facets":{"repo":"PaddlePaddle/Paddle-Lite"},"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-Lite/releases/tag/v2.13-rc","final_url":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","title":"PaddlePaddle/Paddle-Lite v2.13-rc","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:12.899291+00:00","bytes":226876,"raw_path":"73d81505cea7b15ab3011bf91e27d5cd6623290fd0588354b8231393750c3d20.json","content_hash":"1eb3e0f4c0e4059181cd9c3572bde4805afc421137aa2fbf989685298dae52e7","excerpt_chars":1200,"truncated":true,"excerpt":"v2.13-rc Repository: PaddlePaddle/Paddle-Lite Tag: v2.13-rc Published: 2023-03-27T09:45:56Z Prerelease: no Release notes: Release Notes 重要更新 - 易用性提升: Windows、Linux、macOS 新增支持 Python 3.9/3.10，提供 x86 平台 Python 3.7/3.8/3.9/3.10 wheel 包，利用 pip install paddlelite==2.13rc0 安装使用；新增 Linux、macOS aarch64 架构的 opt 工具。 - 性能优化：优化 Transformer 类模型在 Arm CPU 的性能，ERNIE 3.0-Medium，ERNIE 3.0-Mini，ERNIE 3.0-Micro，ERNIE 3.0-Nano INT8 模型在多种机型性能提升 30%～100%。 - 新硬件支持：MTK APU 新增支持 MT8188 芯片，适配 Picodet 与 TinyPose FP32 模型。 框架升级 - Windows、Linux、macOS 等系统下支持并提供 Python 3.7/3.8/3.9/3.10 wheel 包。 - 新增支持外部 API 用于设置自定义 Allocator。 #10013 - 优化 config.set_model_from_buffer(const char *buffer, size_t length) 实现，buffer 的生命周期由用户侧管理，不再额外拷贝一份，减少内存开销。#10026 - 支持新量化格式 weight 不量化的算子，如conv2d、conv2d_transpose 等算子如果 weight 没有量化则仍运行浮点后端。 #10093 - 修复新量化格式对 weight 进行 per-layer 量化的支持。 #10097 - 简化性能 Profiler 工具输出，增加一键式模型性能 Profile 工具。 #10047 #10064 - 常量折叠 pass 支持更多数据类型。#9940 性能优化 - 优化 Arm CPU MaxPoolings1 通用实现和 Conv3x3s1p1在 INT8 精度实现。#9806 #9833 ![image](https://user-images.githubusercontent.com/9973393/229670664-d80b0e98-87af-47bd-b870-18a63e3dad6d.png) - 优化 Transformer 类模型在 Arm CPU 的性能。..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","final_url":"https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc","title":"PaddlePaddle/Paddle-Lite v2.13-rc","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:12.899291+00:00","bytes":226876,"raw_path":"73d81505cea7b15ab3011bf91e27d5cd6623290fd0588354b8231393750c3d20.json","content_hash":"1eb3e0f4c0e4059181cd9c3572bde4805afc421137aa2fbf989685298dae52e7","excerpt_chars":1200,"truncated":true,"excerpt":"v2.13-rc Repository: PaddlePaddle/Paddle-Lite Tag: v2.13-rc Published: 2023-03-27T09:45:56Z Prerelease: no Release notes: Release Notes 重要更新 - 易用性提升: Windows、Linux、macOS 新增支持 Python 3.9/3.10，提供 x86 平台 Python 3.7/3.8/3.9/3.10 wheel 包，利用 pip install paddlelite==2.13rc0 安装使用；新增 Linux、macOS aarch64 架构的 opt 工具。 - 性能优化：优化 Transformer 类模型在 Arm CPU 的性能，ERNIE 3.0-Medium，ERNIE 3.0-Mini，ERNIE 3.0-Micro，ERNIE 3.0-Nano INT8 模型在多种机型性能提升 30%～100%。 - 新硬件支持：MTK APU 新增支持 MT8188 芯片，适配 Picodet 与 TinyPose FP32 模型。 框架升级 - Windows、Linux、macOS 等系统下支持并提供 Python 3.7/3.8/3.9/3.10 wheel 包。 - 新增支持外部 API 用于设置自定义 Allocator。 #10013 - 优化 config.set_model_from_buffer(const char *buffer, size_t length) 实现，buffer 的生命周期由用户侧管理，不再额外拷贝一份，减少内存开销。#10026 - 支持新量化格式 weight 不量化的算子，如conv2d、conv2d_transpose 等算子如果 weight 没有量化则仍运行浮点后端。 #10093 - 修复新量化格式对 weight 进行 per-layer 量化的支持。 #10097 - 简化性能 Profiler 工具输出，增加一键式模型性能 Profile 工具。 #10047 #10064 - 常量折叠 pass 支持更多数据类型。#9940 性能优化 - 优化 Arm CPU MaxPoolings1 通用实现和 Conv3x3s1p1在 INT8 精度实现。#9806 #9833 ![image](https://user-images.githubusercontent.com/9973393/229670664-d80b0e98-87af-47bd-b870-18a63e3dad6d.png) - 优化 Transformer 类模型在 Arm CPU 的性能。..."}],"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"}]}