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Pull requests: pytorch/TensorRT

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Pull requests list

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
fix: ND input quantization 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
#4210 opened Apr 23, 2026 by narendasan Collaborator Loading…
7 tasks done
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
#4209 opened Apr 23, 2026 by narendasan Collaborator • Draft
6 of 7 tasks
1
5
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 • Draft
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
11
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
[Do Not Merge]Remove deprecated apis 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: fx component: runtime component: tests Issues re: Tests documentation Improvements or additions to documentation Force All Tests[L0+L1+L2] For run all the L0, L1, L2 tests fx
#4195 opened Apr 18, 2026 by lanluo-nvidia Collaborator • Draft
7 tasks
fix(test): enable TRT-RTX refit and engine cache tests cla signed component: tests Issues re: Tests
#4192 opened Apr 16, 2026 by tp5uiuc Contributor Loading…
6 of 7 tasks
1
4
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
Add support for SymInt start values in slice_scatter_decomposition 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
#4185 opened Apr 14, 2026 by shahe-nv Loading…
7 tasks
4
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
2
[WIP] [Not Ready for Review] executorch 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: 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 component: torch_compile documentation Improvements or additions to documentation
#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
33
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…
61
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: Add TensorRT Edge-LLM AttentionPlugin backend support cla signed
#4108 opened Mar 3, 2026 by chohk88 Collaborator Loading…
7 tasks
1
@chohk88
17
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