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Pull requests: pytorch/TensorRT

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Pull requests list

feat: Constant duplication 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: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests
#4257 opened May 12, 2026 by narendasan Collaborator Loading…
7 tasks done
1
1
Move all Python test dependencies to pyproject cla signed component: build system Issues re: Build system component: tests Issues re: Tests documentation Improvements or additions to documentation
#4256 opened May 12, 2026 by SandSnip3r Collaborator Loading…
2 of 7 tasks
fix: resolve #4152 — [Bug] C++ API and core tests fail with "assert 3 == 0" across all GPUs and CUDA 13.x versions component: conversion Issues re: Conversion stage component: core Issues re: The core compiler
#4254 opened May 12, 2026 by SlncTrZ Loading…
3 tasks
1
1
fix: resolve #4153 — [Bug] MutableTorchTRTModule refit flag stuck at NEEDS_REFIT, never transitions to LIVE on B100/H100 with CUDA 13.x
#4253 opened May 12, 2026 by SlncTrZ Loading…
3 tasks
1
1
fix tarball copy issue cla signed component: build system Issues re: Build system needs-release-cherrypick
#4252 opened May 12, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
@lanluo-nvidia
1
feat: Allow for users / kv cache to add aliased I/O for inplace operations cla signed 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 component: lowering Issues re: The lowering / preprocessing passes component: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation
#4251 opened May 12, 2026 by narendasan Collaborator Loading…
6 of 7 tasks
4
pin to a specific executorch version cla signed component: api [Python] Issues re: Python API component: build system Issues re: Build system component: core Issues re: The core compiler component: runtime component: tests Issues re: Tests
#4248 opened May 11, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
2
Fix TensorRT runtime input buffer lifetimes cla signed component: core Issues re: The core compiler component: runtime component: tests Issues re: Tests needs-release-cherrypick
#4247 opened May 11, 2026 by SandSnip3r Collaborator Loading…
7 tasks
7
feat & fix: support GQA/MQA and decode-phase attention via IAttentionLayer; add comprehensive HLO-level tests; fix bugs cla signed 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 component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests needs-release-cherrypick
#4246 opened May 11, 2026 by zewenli98 Collaborator Loading…
6 of 7 tasks
@zewenli98
5
executorch_stage2: remove libtorch related dependencies 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: runtime component: tests Issues re: Tests
#4245 opened May 9, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
14
reduce_scatter bug fix native cla signed 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 component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests needs-release-cherrypick
#4244 opened May 8, 2026 by apbose Collaborator Loading…
chore(deps): bump diffusers from 0.30.3 to 0.38.0 in /examples/dynamo cla signed dependencies Pull requests that update a dependency file python Pull requests that update Python code
#4243 opened May 8, 2026 by dependabot Bot Loading…
chore(deps): bump diffusers from 0.34.0 to 0.38.0 in /tools/perf cla signed dependencies Pull requests that update a dependency file python Pull requests that update Python code
#4242 opened May 8, 2026 by dependabot Bot Loading…
Add ViT Attention Plugin Support for Qwen, Mllama, and SigLIP Visual Models cla signed
#4241 opened May 8, 2026 by micwill755 Loading…
5
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 Collaborator • 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…
3
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 Collaborator Loading…
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
19
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
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