onnx/onnx-tensorrt

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ONNX-TensorRT: TensorRT backend for ONNX

Stars: 3.2k
Forks: 551
Open beginner issues: 0
Indexed issues: 178
Avg merge: 14m
Merged PRs (30d): 1

Dominant language: C++
License: Apache-2.0
Last GitHub push: Sep 14, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted

Beginner friendly Everything

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178 open issues indexed

Integrate with ONNX 1.23.0 release branch Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

onnx/onnx-tensorrt#1062 · Opened Sep 2, 2026
Out-of-Bounds Read in ONNX initializer conversion Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

onnx/onnx-tensorrt#1058 · Opened Jun 26, 2026
i need help with fixing an app i was trying too optimize which broke Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

onnx/onnx-tensorrt#1056 · Opened Jun 18, 2026
Integrate with ONNX 1.22.0 release branch Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

onnx/onnx-tensorrt#1053 · Opened Jun 2, 2026
Integrate with ONNX 1.21.0 release branch Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

onnx/onnx-tensorrt#1049 · Opened Mar 8, 2026
output to 1d Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

onnx/onnx-tensorrt#1047 · Opened Jan 22, 2026
ONNX to TensorRT conversion fails if model has SequenceEmpty op. Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

onnx/onnx-tensorrt#1044 · Opened Nov 26, 2025
Deconvolution with provided output shape inconsistency between TensorRT and ONNXRuntime Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

onnx/onnx-tensorrt#1042 · Opened Oct 29, 2025
Potential inefficiency: Redundant `namedtupledict` call in `run` method of `backend.py` Open

Difficulty 1/5 Under an hour Newbie friendliness 58/100

onnx/onnx-tensorrt#1040 · Opened Oct 21, 2025
Can anyone make a tutorial to help transfer the following model? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

onnx/onnx-tensorrt#1038 · Opened Sep 3, 2025
Incorrect CumSum Output since TensorRT 10.8+ Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

onnx/onnx-tensorrt#1034 · 1 comment · Opened Aug 11, 2025
Integration with ONNX 1.19.0 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1033 · 2 comments · Opened Aug 4, 2025
Segmentation fault on dummy ONNX file Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

onnx/onnx-tensorrt#1032 · Opened Jul 24, 2025
require suggestion for tensorrt fp16 debug Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1030 · Opened Jul 17, 2025
Add support for determnisitc seed in RandomUniform Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

onnx/onnx-tensorrt#1029 · Opened Jun 24, 2025
Integrate with ONNX 1.18.0 release branch Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1023 · Opened Apr 18, 2025
Error while creating tensorrt engine for SAM Vision Transformer using timm library Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

onnx/onnx-tensorrt#1011 · 3 reactions · Opened Jan 13, 2025
Isinha Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

onnx/onnx-tensorrt#1010 · Opened Jan 4, 2025
CMake failed to build inside of container Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1009 · 1 comment · Opened Dec 31, 2024
How to set <path_to_trt> when installed tensorrt using pip Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1008 · Opened Dec 27, 2024
You Open

Difficulty 5/5 Over a week Newbie friendliness 5/100

onnx/onnx-tensorrt#1007 · Opened Dec 10, 2024
how to convert a special input? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

onnx/onnx-tensorrt#1006 · Opened Dec 6, 2024
Como haquer instagram Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

onnx/onnx-tensorrt#1005 · Opened Dec 5, 2024
Oyccs dug oii. Ee ss Open

Difficulty 5/5 Over a week Newbie friendliness 5/100

onnx/onnx-tensorrt#1003 · Opened Nov 30, 2024
CMake Failed Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#1001 · 4 comments · Opened Nov 13, 2024
Error found when convert the onnx to engine: Network validation failed Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#992 · Opened Aug 30, 2024
Build does not feature-detect kFP8 Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

onnx/onnx-tensorrt#991 · Opened Aug 22, 2024
Inference on Multiple streams Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#990 · Opened Aug 12, 2024
AttributeError: parser after First Run, Possibly Due to Dynamic Inputs. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

onnx/onnx-tensorrt#989 · Opened Aug 12, 2024
Why is the video memory usage too high after onnx is converted to tensorrt Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

onnx/onnx-tensorrt#988 · Opened Aug 11, 2024
Freeze 1 Half of trt model Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

onnx/onnx-tensorrt#984 · Opened Aug 1, 2024
TensorRT EP failed to create engine from network. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#982 · 1 comment · Opened Jul 23, 2024
Handle duplicate constant names in local functions Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

onnx/onnx-tensorrt#974 · Opened Jun 4, 2024
How to serialize and deserialize after converting onnx to tensorrt Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

onnx/onnx-tensorrt#970 · Opened May 15, 2024
CMake Error at CMakeLists.txt:89 (add_subdirectory) Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

onnx/onnx-tensorrt#969 · 1 comment · Opened May 12, 2024
Bug in onnx2trt_utils.cpp at line 2165 with the assertion: indicesDims.d[i] <= dataDims.d[i] Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

onnx/onnx-tensorrt#963 · Opened Apr 7, 2024
For Windows Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

onnx/onnx-tensorrt#959 · 2 comments · Opened Mar 24, 2024
Reduction not supported with ScatterNd in opset 16 Open

Difficulty 5/5 Over a week Newbie friendliness 32/100

onnx/onnx-tensorrt#957 · 2 comments · 1 reaction · Opened Mar 11, 2024
Integrate with ONNX 1.16.0 release branch Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

onnx/onnx-tensorrt#956 · Opened Mar 6, 2024
Network has dynamic batch inputs ，how to get trt engine? Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

onnx/onnx-tensorrt#954 · Opened Jan 17, 2024
`ScatterElements` with Reduction (opset 16) Not Fully Supported Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

onnx/onnx-tensorrt#953 · Opened Jan 10, 2024
AttributeError: module 'numpy' has no attribute 'bool' coming from tensorrt_engine.py Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

onnx/onnx-tensorrt#952 · 1 comment · Opened Jan 2, 2024
get the trt engine from onnx model,the resout is different,why? Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

onnx/onnx-tensorrt#950 · Opened Dec 21, 2023
TensorRT version: 8.5.2 With JetPack 5.1.2 in AGX Orin does not support TopK from ONNX Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

onnx/onnx-tensorrt#947 · 2 comments · Opened Nov 17, 2023
Caffe Convert TensorRT Error Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

onnx/onnx-tensorrt#943 · 1 comment · Opened Oct 23, 2023
Please help validate release candidate for ONNX 1.15.0rc1 Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

onnx/onnx-tensorrt#942 · 1 comment · Opened Oct 11, 2023
TypeError: pybind11::init(): factory function returned nullptr Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

onnx/onnx-tensorrt#939 · 1 comment · Opened Sep 26, 2023
Crash on poolings with kernel volume >= 100 000 Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

onnx/onnx-tensorrt#937 · Opened Sep 11, 2023
C++ versions less than C++14 are not supported. Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

onnx/onnx-tensorrt#936 · 2 comments · Opened Sep 8, 2023
col2im support Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

onnx/onnx-tensorrt#934 · 1 comment · Opened Aug 28, 2023

onnx/onnx-tensorrt

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