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Pull requests: pytorch/TensorRT

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Pull requests list

model agnostic vit - tested Qwen, Groot, llama Vision on RTX 5090 cla signed
#4241 opened May 8, 2026 by micwill755 Loading…
Lluo/executorch 2.12 cherry pick 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 component: tests Issues re: Tests
#4238 opened May 6, 2026 by lanluo-nvidia Collaborator • Draft
7 tasks
feat(runtime): file-lock the TRT-RTX runtime cache 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 component: tests Issues re: Tests
#4237 opened May 6, 2026 by tp5uiuc Contributor • Draft
3 tasks done
9
fix: support SymInt for slice_scatter_decomposition cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests needs-release-cherrypick
#4236 opened May 6, 2026 by zewenli98 Collaborator Loading…
6 of 7 tasks
@zewenli98
2
fix: remove unnecessary elementwise kernel cla signed component: core Issues re: The core compiler component: runtime needs-release-cherrypick
#4235 opened May 6, 2026 by narendasan Collaborator Loading…
7 tasks
dynamic shape arg 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: tests Issues re: Tests
#4233 opened May 5, 2026 by apbose Collaborator Loading…
feat(runtime): support binding TRTEngine execution to an external CUDA stream 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 component: tests Issues re: Tests
#4232 opened May 1, 2026 by shoumikhin Loading…
1
Add a build rule which produces compile_commands.json for clangd cla signed component: build system Issues re: Build system
#4229 opened May 1, 2026 by SandSnip3r Contributor Loading…
7 tasks
3
Fix tensor lifetime issue cla signed component: core Issues re: The core compiler component: runtime component: tests Issues re: Tests
#4228 opened May 1, 2026 by SandSnip3r Contributor Loading…
6 of 7 tasks
3
feat: a generic run hf tool that works for a number of model classes cla signed
#4223 opened Apr 29, 2026 by narendasan Collaborator Loading…
7 tasks done
1
Python runtime rework cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation
#4222 opened Apr 29, 2026 by cehongwang Collaborator Loading…
7 tasks
12
feat: add TRT 11.0 API compatibility shims component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: converters Issues re: Specific op converters component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#4218 opened Apr 28, 2026 by yizhuoz004 Contributor Loading…
5 of 7 tasks
4
user provided bound for torchtrt compile when export dimension is unb… 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: tests Issues re: Tests
#4213 opened Apr 27, 2026 by apbose Collaborator Loading…
3
engine caching for distributed cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4211 opened Apr 24, 2026 by apbose Collaborator • Draft
1
IAttention FP8 cla signed 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: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests needs-release-cherrypick
#4209 opened Apr 23, 2026 by narendasan Collaborator • Draft
6 of 7 tasks
1
8
chore(deps): bump uuid and @actions/core in /.github/actions/assigner cla signed dependencies Pull requests that update a dependency file javascript Pull requests that update Javascript code
#4205 opened Apr 23, 2026 by dependabot Bot Loading…
tests: add quantized attention tests (SDPA + eager) with MHA fusion c… 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: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests
#4204 opened Apr 22, 2026 by yizhuoz004 Contributor • Draft
6 of 7 tasks
1
feat(runtime): add TensorRT-RTX runtime cache, dynamic shapes strategy, and native CUDA graph support to C++ runtime 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 component: tests Issues re: Tests
#4202 opened Apr 21, 2026 by tp5uiuc Contributor Loading…
7 of 10 tasks
74
feat: TorchTRT Annotation Layer for Cuda generated kernels cla signed component: api [Python] Issues re: Python API component: build system Issues re: Build system component: tests Issues re: Tests documentation Improvements or additions to documentation
#4199 opened Apr 21, 2026 by bowang007 Collaborator Loading…
7 tasks
31
tests, feat(attention): GQA/MQA and decode-phase support via IAttentionLayer with HLO tests component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests
#4197 opened Apr 20, 2026 by yizhuoz004 Contributor Loading…
6 of 7 tasks
2
fix(test): enable TRT-RTX refit and engine cache tests cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4192 opened Apr 16, 2026 by tp5uiuc Contributor Loading…
6 of 7 tasks
1
8
test: add KV cache subgraph tests with dynamic shapes and generation … component: tests Issues re: Tests
#4191 opened Apr 15, 2026 by yizhuoz004 Contributor Loading…
6 of 7 tasks
1
feat: add TRT-RTX native CUDA graph support backend: TensorRT-RTX cla signed component: api [Python] Issues re: Python API component: build system Issues re: Build system component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation
#4187 opened Apr 14, 2026 by tp5uiuc Contributor • Draft
5 of 7 tasks
5
tests: add MoE subgraph tests with require_full_compilation enforcement component: build system Issues re: Build system component: tests Issues re: Tests
#4179 opened Apr 9, 2026 by yizhuoz004 Contributor Loading…
5 of 6 tasks
1
executorch save + load cla signed component: api [C++] Issues re: C++ API 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 component: tests Issues re: Tests
#4169 opened Apr 8, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
5
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