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Pull requests: pytorch/TensorRT

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Pull requests list

Rather than passing a power value of 1 to the scale op, send None. 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: tests Issues re: Tests
#4181 opened Apr 10, 2026 by SandSnip3r Contributor Loading…
5 of 7 tasks
1
feat: add runtime cache API for 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
#4180 opened Apr 10, 2026 by tp5uiuc Contributor Loading…
6 of 7 tasks
1
9
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
fix(rtx): reintroduce BF16 support, fall back depthwise conv to PyTorch 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
#4178 opened Apr 9, 2026 by tp5uiuc Contributor Loading…
5 of 7 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
#4169 opened Apr 8, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
[WIP] [Not Ready for Review] executorch load cla signed component: api [C++] Issues re: C++ API component: build system Issues re: Build system component: core Issues re: The core compiler component: runtime
#4168 opened Apr 8, 2026 by lanluo-nvidia Collaborator • Draft
7 tasks
chore(deps): bump monai from 1.5.1 to 1.5.2rc1 in /tools/perf cla signed dependencies Pull requests that update a dependency file python Pull requests that update Python code
#4166 opened Apr 7, 2026 by dependabot bot Loading…
Merged two runtimes 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
#4164 opened Apr 4, 2026 by cehongwang Collaborator Loading…
7 tasks
28
Multi-Device TensorRT Runtime with Native NCCL Collectives 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: runtime component: torch_compile
#4157 opened Apr 1, 2026 by apbose Collaborator • Draft
31
Fix #4150: [Bug] TestWeightStrippedEngine OOM on RTX 3070 (8GB) with ... cla signed component: tests Issues re: Tests Force All Tests[L0+L1+L2] For run all the L0, L1, L2 tests
#4155 opened Mar 31, 2026 by JiwaniZakir Loading…
3 of 7 tasks
1
3
Potential Vulnerability in Cloned Code cla signed documentation Improvements or additions to documentation
#4148 opened Mar 30, 2026 by navnitan-7 Loading…
3
feat(annotation): Torch-TensorRT annotation layer — custom_plugin (QDP/Triton/CuTile/CuTeDSL) 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
#4147 opened Mar 30, 2026 by BowenFu Loading…
48
Preview branch that addresses a number of reported bugs 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: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation
#4138 opened Mar 19, 2026 by narendasan Collaborator Loading…
7 tasks done
1
[WIP] executorch save 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 WIP Work is in progress, pull request should not be merged yet
#4134 opened Mar 18, 2026 by lanluo-nvidia Collaborator • Draft
7 tasks
@lanluo-nvidia
feat: support attn_bias for efficient SDPA 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 component: torch_compile documentation Improvements or additions to documentation Force All Tests[L0+L1+L2] For run all the L0, L1, L2 tests
#4131 opened Mar 17, 2026 by zewenli98 Collaborator Loading…
7 tasks done
1
@zewenli98
10
Comprehensive Complex Numerics Support 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: lowering Issues re: The lowering / preprocessing passes component: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation
#4119 opened Mar 5, 2026 by narendasan Collaborator Loading…
6 of 7 tasks
27
feat: Add TensorRT Edge-LLM AttentionPlugin backend support cla signed
#4108 opened Mar 3, 2026 by chohk88 Collaborator Loading…
7 tasks
1
@chohk88
17
docs: a claude demo of using torch-tensorrt to compile qwen3-reranker cla signed
#4085 opened Feb 18, 2026 by narendasan Collaborator Loading…
7 tasks done
Remove exception; trt-rtx supports bf16. 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
#4067 opened Feb 2, 2026 by SandSnip3r Contributor Loading…
3 of 7 tasks
3
remove downcast of int64 to int32 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: tests Issues re: Tests
#4023 opened Jan 21, 2026 by apbose Collaborator • Draft
chore(deps): bump aiohttp from 3.13.2 to 3.13.3 cla signed dependencies Pull requests that update a dependency file python:uv Pull requests that update python:uv code
#4020 opened Jan 19, 2026 by dependabot bot Loading…
3
chore(deps): bump urllib3 from 2.6.1 to 2.6.3 cla signed dependencies Pull requests that update a dependency file python:uv Pull requests that update python:uv code
#4019 opened Jan 19, 2026 by dependabot bot Loading…
3
fix: expand rank mismatch on symbolic shapes; add regression test 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: tests Issues re: Tests
#4018 opened Jan 17, 2026 by lordaarush Loading…
6 tasks done
1
2
Add support for aten._fused_rms_norm operator cla signed component: api [C++] Issues re: C++ API 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
#4015 opened Jan 15, 2026 by SandSnip3r Contributor Loading…
3 of 7 tasks
2
feat: Add TensorRT Edge-LLM AttentionPlugin backend support cla signed component: plugins
#4013 opened Jan 14, 2026 by chohk88 Collaborator Loading…
7 tasks
@chohk88
6
ProTip! Filter pull requests by the default branch with base:main.