{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Release: NVIDIA/cudnn-frontend v1.32.1","description":"NVIDIA release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599","json_url":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599/signal.json","generated_at":"2026-10-30T16:48:17.809Z","evidence_latest_fetched_at":"2026-10-30T07:04:15.932018+00:00","signal_first_seen_at":"2026-10-30T07:00:44.253702+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599","signal_json":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599/signal.json","source":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/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":"NVIDIA published NVIDIA/cudnn-frontend v1.32.1 (NVIDIA/cudnn-frontend). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.32.1-release Repository: NVIDIA/cudnn-frontend Tag: v1.32.1 Published: 2026-10-30T06:45:56Z Prerelease: no Release notes: cuDNN Frontend v1.32.1 Release Notes This.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","source_host":"github.com","occurred_at":"2026-10-30T06:45:56+00:00","first_seen_at":"2026-10-30T07:00:44.253702+00:00","date_source":"source","context":"NVIDIA/cudnn-frontend"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source 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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/9df1461f-7e06-4de1-a83f-3bc52b04f599/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/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 NVIDIA's release signal \"NVIDIA/cudnn-frontend v1.32.1\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/cudnn-frontend v1.32.1","text":"NVIDIA released NVIDIA/cudnn-frontend v1.32.1."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"is classified as","object":"release signal","text":"NVIDIA/cudnn-frontend v1.32.1 is classified as release signal."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"belongs to","object":"releases desk","text":"NVIDIA/cudnn-frontend v1.32.1 belongs to releases desk."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has context","object":"NVIDIA/cudnn-frontend","text":"NVIDIA/cudnn-frontend v1.32.1 has context NVIDIA/cudnn-frontend."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/cudnn-frontend v1.32.1 has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has captured page count","object":"1","text":"NVIDIA/cudnn-frontend v1.32.1 has captured page count 1."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has readable page count","object":"1","text":"NVIDIA/cudnn-frontend v1.32.1 has readable page count 1."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has related signal count","object":"6","text":"NVIDIA/cudnn-frontend v1.32.1 has related signal count 6."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","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":"NVIDIA/cudnn-frontend v1.32.1 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has source host","object":"github.com","text":"NVIDIA/cudnn-frontend v1.32.1 has source host github.com."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/cudnn-frontend v1.32.1 has lab NVIDIA."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has signal desk","object":"releases","text":"NVIDIA/cudnn-frontend v1.32.1 has signal desk releases."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has source host","object":"github.com","text":"NVIDIA/cudnn-frontend v1.32.1 has source host github.com."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has repository","object":"NVIDIA/cudnn-frontend","text":"NVIDIA/cudnn-frontend v1.32.1 has repository NVIDIA/cudnn-frontend."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has release","object":"v1.32.1-release","text":"NVIDIA/cudnn-frontend v1.32.1 has release v1.32.1-release."}]},"intelligence":{"signal_desk":"releases","answer":"NVIDIA published NVIDIA/cudnn-frontend 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This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v1.32.1-release Repository: NVIDIA/cudnn-frontend Tag: v1.32.1 Published: 2026-10-30T06:45:56Z Prerelease: no Release notes: cuDNN Frontend v1.32.1 Release Notes This.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"released","object":"NVIDIA/cudnn-frontend v1.32.1","text":"NVIDIA released NVIDIA/cudnn-frontend v1.32.1."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"is classified as","object":"release signal","text":"NVIDIA/cudnn-frontend v1.32.1 is classified as release signal."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"belongs to","object":"releases desk","text":"NVIDIA/cudnn-frontend v1.32.1 belongs to releases desk."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has context","object":"NVIDIA/cudnn-frontend","text":"NVIDIA/cudnn-frontend v1.32.1 has context NVIDIA/cudnn-frontend."},{"subject":"NVIDIA/cudnn-frontend v1.32.1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/cudnn-frontend v1.32.1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9df1461f-7e06-4de1-a83f-3bc52b04f599","url":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599","json_url":"https://onlylabs.fyi/signals/9df1461f-7e06-4de1-a83f-3bc52b04f599/signal.json","source_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","title":"NVIDIA/cudnn-frontend v1.32.1","summary":"NVIDIA published release notes. onlylabs watches releases for what actually shipped.","context":"NVIDIA/cudnn-frontend","kind":{"key":"release","label":"Release"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-30T06:45:56+00:00","first_seen_at":"2026-10-30T07:00:44.253702+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/NVIDIA/cudnn-frontend/releases/tag/v1.32.1"]},"facets":{"repo":"NVIDIA/cudnn-frontend"},"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":{"is_primary":true,"source_match":true,"url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","final_url":"https://github.com/NVIDIA/cudnn-frontend/releases/tag/v1.32.1","title":"NVIDIA/cudnn-frontend v1.32.1","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-30T07:04:15.932018+00:00","bytes":3154,"raw_path":"d448d3e5fd01edf08cb99fe7873f9c9ba632e5e71d5d85db977728954c193adc.json","content_hash":"11a6b9439daff4cf53d0d2f7ed21d20ad30dfce8401b8ee616fc13f78c16565a","excerpt_chars":1200,"truncated":false,"excerpt":"v1.32.1-release Repository: NVIDIA/cudnn-frontend Tag: v1.32.1 Published: 2026-10-30T06:45:56Z Prerelease: no Release notes: cuDNN Frontend v1.32.1 Release Notes This patch release expands DSA backward support and improves CSA backward performance and memory use. - 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