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| og:image:alt | Summary
Implements explicit (non-stream-capture) CUDA graph construction via GraphDef and a Node class hierarchy with 14 concrete node types: EmptyNode, KernelNode, AllocNode, FreeNode, MemsetNode... |
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| Add explicit CUDA graph construction API | https://github.com/NVIDIA/cuda-python/pull/1729#top |
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| Mar 6, 2026 | https://github.com/NVIDIA/cuda-python/pull/1729#issue-4031609448 |
| Please reload this page | https://github.com/NVIDIA/cuda-python/pull/1729 |
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| March 3, 2026 15:09 | https://github.com/NVIDIA/cuda-python/pull/1729#commits-pushed-478101c |
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| Convert _graph.py to _graph/ package for explicit graph construction … | https://github.com/NVIDIA/cuda-python/pull/1729/commits/478101cde69535a961c285a200442e2002f6e2dc |
| 478101c | https://github.com/NVIDIA/cuda-python/pull/1729/commits/478101cde69535a961c285a200442e2002f6e2dc |
| NVIDIA#1317 | https://github.com/NVIDIA/cuda-python/issues/1317 |
|
| https://github.com/Andy-Jost |
| Added GraphHandle to RAII module. | https://github.com/NVIDIA/cuda-python/pull/1729/commits/ee55795183cc127910e6926485c4f2705b4db596 |
| ee55795 | https://github.com/NVIDIA/cuda-python/pull/1729/commits/ee55795183cc127910e6926485c4f2705b4db596 |
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| https://github.com/Andy-Jost |
| Add GraphDef and Node classes for explicit graph construction | https://github.com/NVIDIA/cuda-python/pull/1729/commits/3b3a71549f2962e484679f2f7f61070927d905a3 |
| 3b3a715 | https://github.com/NVIDIA/cuda-python/pull/1729/commits/3b3a71549f2962e484679f2f7f61070927d905a3 |
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| https://github.com/Andy-Jost |
| Add Node class hierarchy with type-specific properties and parameteri… | https://github.com/NVIDIA/cuda-python/pull/1729/commits/7559d2faec160410d599c1ae1be3d722d48ec81f |
| 7559d2f | https://github.com/NVIDIA/cuda-python/pull/1729/commits/7559d2faec160410d599c1ae1be3d722d48ec81f |
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| Add MemsetNode with shared _parse_fill_value utility | https://github.com/NVIDIA/cuda-python/pull/1729/commits/ae5d70641e22e217d9ceb2019704c3f3de72cf32 |
| ae5d706 | https://github.com/NVIDIA/cuda-python/pull/1729/commits/ae5d70641e22e217d9ceb2019704c3f3de72cf32 |
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| Add EventRecordNode and EventWaitNode with Event.from_handle support | https://github.com/NVIDIA/cuda-python/pull/1729/commits/ba7d2f9828edde0e3a93b397ecef5a963f17aa29 |
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| Replace GraphDef.root with forwarding methods and GraphDef.join | https://github.com/NVIDIA/cuda-python/pull/1729/commits/77a5dac26de0cdf70280df8664fae31235682f5f |
| 77a5dac | https://github.com/NVIDIA/cuda-python/pull/1729/commits/77a5dac26de0cdf70280df8664fae31235682f5f |
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| Improve __repr__ for graph nodes, add Node.handle, use as_py for Grap… | https://github.com/NVIDIA/cuda-python/pull/1729/commits/1a790ceeb969dfa588d446f095c2af771ecc6371 |
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| Add MemcpyNode with auto-detected memory types | https://github.com/NVIDIA/cuda-python/pull/1729/commits/3e25c641ace589faef5166d681eb2d827053ee2e |
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| Add ChildGraphNode with embed() builder and non-owning graph handle | https://github.com/NVIDIA/cuda-python/pull/1729/commits/228de3892758875984f6e3c2171021a979408304 |
| 228de38 | https://github.com/NVIDIA/cuda-python/pull/1729/commits/228de3892758875984f6e3c2171021a979408304 |
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| https://github.com/Andy-Jost |
| Fix dangling child graph references by capturing parent handle | https://github.com/NVIDIA/cuda-python/pull/1729/commits/4ee0ed78536ccbb0ecd8eb0ecff58c6b17b0475d |
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| Add conditional graph nodes (IfNode, IfElseNode, WhileNode, SwitchNode) | https://github.com/NVIDIA/cuda-python/pull/1729/commits/82f0ec70e07f380888661bbed9249c41bb986dfd |
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| Reconstruct conditional node subtypes on CUDA 13.2+ drivers | https://github.com/NVIDIA/cuda-python/pull/1729/commits/5cf85c4e49d7c0d29cd59e047971768917d4b112 |
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| Apply developer guide styling to _graphdef.pyx | https://github.com/NVIDIA/cuda-python/pull/1729/commits/d993f9c3f05a2c30bde70cf8d790a150b37e825c |
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|
| https://github.com/Andy-Jost |
| Fix conditional node body graphs and add integration tests | https://github.com/NVIDIA/cuda-python/pull/1729/commits/da73536ecc1a073159d80d1d0de0ab35358bc6b8 |
| da73536 | https://github.com/NVIDIA/cuda-python/pull/1729/commits/da73536ecc1a073159d80d1d0de0ab35358bc6b8 |
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| https://github.com/Andy-Jost |
| Merge remote-tracking branch 'origin/main' into explicit-graph-constr… | https://github.com/NVIDIA/cuda-python/pull/1729/commits/d2288300c80730ba6b7e214fac162b4f3ee89adb |
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| Mar 6, 2026 | https://github.com/NVIDIA/cuda-python/pull/1729#event-23316970528 |
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| Mar 6, 2026 | https://github.com/NVIDIA/cuda-python/pull/1729#event-23316970549 |
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| Please reload this page | https://github.com/NVIDIA/cuda-python/pull/1729 |
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| March 6, 2026 07:45 | https://github.com/NVIDIA/cuda-python/pull/1729#commits-pushed-b463ccb |
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| Add lifetime and error/edge-case tests for explicit graph construction | https://github.com/NVIDIA/cuda-python/pull/1729/commits/b463ccbc94fcc3bcbb9a69ac5a2f3b4bcf1eb47d |
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| Add RAII NodeHandle, event/kernel lifetime via user objects, consolid… | https://github.com/NVIDIA/cuda-python/pull/1729/commits/f1cceb207c5f4d0d41652d8f146fdec5227bed89 |
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| Move Event metadata fields to EventBox, access via get_box() pointer … | https://github.com/NVIDIA/cuda-python/pull/1729/commits/133719b917167aa3e799353f7c29ea3edfd471b7 |
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| Add HandleRegistry template and event reverse-lookup | https://github.com/NVIDIA/cuda-python/pull/1729/commits/e7ebe534b0b97eb43139dfc5a78098c61dc53846 |
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| Add HandleRegistry template, event reverse-lookup, refactor IPC cache | https://github.com/NVIDIA/cuda-python/pull/1729/commits/f0bbf664eb0c4546945871096e921ec9be594f80 |
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| March 6, 2026 23:12 | https://github.com/NVIDIA/cuda-python/pull/1729#event-23347122826 |
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Mar 6, 2026
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View reviewed changes
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| cuda_core/cuda/core/_memory/_buffer.pyx | https://github.com/NVIDIA/cuda-python/pull/1729/files#diff-778b228351c1e80ac0ecad54585605b5546d8f7990b7495ecc97b79178e9f5e3 |
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| Mar 6, 2026 | https://github.com/NVIDIA/cuda-python/pull/1729#discussion_r2896535771 |
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| Please reload this page | https://github.com/NVIDIA/cuda-python/pull/1729 |
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