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Pull requests: pytorch/TensorRT

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Pull requests list

llm: register sdpa variant cla signed component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes
#3802 opened Aug 29, 2025 by lanluo-nvidia Loading…
7 tasks
5
Simplify Release workflow and Add windows zip in the release artifacts build-release-artifacts Build the release artifacts ciflow/binaries/all Build for all Python Versions cla signed component: build system Issues re: Build system component: core Issues re: The core compiler component: runtime WIP Work is in progress, pull request should not be merged yet
#3800 opened Aug 28, 2025 by lanluo-nvidia • Draft
7 tasks
1
dynamic input case for index_put with the test cases cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#3799 opened Aug 28, 2025 by apbose Loading…
feat: support dynamics for all inputs for embedding_bag converter cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#3796 opened Aug 27, 2025 by zewenli98 Loading…
6 of 7 tasks
1
@zewenli98
1
feat: Support storing CUDAGraphs for different input profiles cla signed component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime
#3792 opened Aug 25, 2025 by peri044 • Draft
7 tasks
chore: Upgrade TRT to 10.13.2.6 cla signed component: build system Issues re: Build system
#3791 opened Aug 23, 2025 by peri044 Loading…
7 tasks
1
Added the dynamic check in the validator cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3790 opened Aug 22, 2025 by cehongwang Loading…
7 tasks
3
feat: Enhance capability of engine caching and refitting cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests component: torch_compile
#3789 opened Aug 20, 2025 by zewenli98 • Draft
6 of 7 tasks
@zewenli98
1
fix: fix signature mismatch issue for non-tensor input in plugin converter cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3788 opened Aug 19, 2025 by bowang007 Loading…
7 tasks
Distributed llama3 example cla signed component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes component: runtime component: torch_compile
#3785 opened Aug 19, 2025 by apbose • Draft
7 tasks
Changes to TRT-LLM download tool for multigpu distributed case cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#3784 opened Aug 19, 2025 by apbose • Draft
Add a testcase for ts compile -> saving with torch_tensorrt.save cla signed component: api [Python] Issues re: Python API component: tests Issues re: Tests
#3778 opened Aug 14, 2025 by narendasan Loading…
7 tasks done
3
Revised the lowering pass according to Bo's suggestion cla signed
#3756 opened Aug 7, 2025 by cehongwang Loading…
7 tasks
cherry pick 3700 to 2.8 release: Broadcast removal cla signed component: api [C++] Issues re: C++ API component: api [Python] Issues re: Python API component: build system Issues re: Build system component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: fx component: lowering Issues re: The lowering / preprocessing passes component: runtime component: tests Issues re: Tests component: torch_compile documentation Improvements or additions to documentation fx
#3747 opened Aug 5, 2025 by cehongwang Loading…
7 tasks
fix: Inferred dimensions at build time in reshape cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3746 opened Aug 5, 2025 by keehyuna Loading…
4 of 7 tasks
1
@keehyuna
1
Tentatively eliminate graph break overhead cla signed component: api [Python] Issues re: Python API component: build system Issues re: Build system component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime
#3741 opened Aug 1, 2025 by cehongwang • Draft
7 tasks
15
Feat: Pre-quantized LLM model support cla signed
#3740 opened Aug 1, 2025 by keehyuna Loading…
3 of 7 tasks
@keehyuna
6
Dynamic memory allocation cla signed component: api [Python] Issues re: Python API component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime
#3727 opened Jul 29, 2025 by cehongwang Loading…
7 tasks
4
fix: Remove type casting in matmul and add scalar tensor conversion cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3713 opened Jul 24, 2025 by keehyuna Loading…
7 tasks
1
@keehyuna
integrated vlm code for benchmark for Eagle2 cla signed documentation Improvements or additions to documentation
#3698 opened Jul 21, 2025 by chohk88 Loading…
6 of 7 tasks
@chohk88
42
Index converter dynamic cases fix cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#3694 opened Jul 17, 2025 by apbose Loading…
8
Added warnings if the model is in training mode cla signed component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime
#3676 opened Jul 10, 2025 by cehongwang Loading…
7 tasks
chore: move external dep installation into a separate script cla signed component: tests Issues re: Tests
#3672 opened Jul 8, 2025 by peri044 Loading…
7 tasks
3
Lluo/lan fix torch compile gpt2 cla signed component: api [Python] Issues re: Python API component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime WIP Work is in progress, pull request should not be merged yet
#3671 opened Jul 8, 2025 by lanluo-nvidia • Draft
7 tasks
@lanluo-nvidia
chore: Fix path in FLUX demo cla signed
#3654 opened Jul 3, 2025 by peri044 Loading…
7 tasks
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