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TensorRT

pytorch•PUBLIC

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cudadeep-learningjetsonlibtorchmachine-learningnvidia

BSD 3-Clause "New" or "Revised" License

Created on Mar 11, 2020

Updated on Apr 1, 2026

Stars

3.0k

Forks

390

Watchers

3.0k

Open Issues

357

Repository Health Score

🧡

67/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

pytorch

tensorrt

Community

2,962 stars, 390 forks

7/30

23%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

12.1% issue ratio

10/20

50%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

49.6%

Jupyter Notebook

26.7%

C++

21.4%

Starlark

1.2%

CMake

0.3%

Shell

0.3%

C

0.2%

Go Template

0.1%

Dockerfile

0.1%

CSS

0.0%

Issues Analytics

31

Total Issues

All time

24

Open

77% of total

7

Closed

23% of total

1w

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#4074 🐛 [Bug] Incorrect output when using grid-sample operator with use_explicit_typing since tensorrt 10.14.1.48

bugstory: Operator Coverage & Converters

18

1

open

2

#4126 🐛 [Bug] Encountered bug when using Torch-TensorRT with a customized ASR model

bugstory: Dynamo Frontend & Partitioning

9

open

3

#4107 🐛 [Bug] Torch-TensorRT fails at runtime when a symbolic dimension is derived from an int64 tensor and later reused in reshape after an aten.index.Tensor gather-style op.

bug

3

closed

4

#4068 🐛 [Bug] flux Examples are broken in thor platform

bugstory: LLM & Generative AI

3

open

5

#4128 ❓ [Question] Excessive GPU memory usage during constant folding pass causes OOM (Torch-TensorRT + Qwen-Image)

questionstory: Dynamic Shapes & Symbolic Tracing

2

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

narendasan

User

1.4k

commits

2

peri044

User

562

commits

3

gs-olive

User

194

commits

4

bowang007

User

166

commits

5

lanluo-nvidia

User

160

commits

6

zewenli98

User

99

commits

7

apbose

User

92

commits

8

mfeliz-cruise

User

77

commits

9

andi4191

User

72

commits

10

ruoqianguo

User

58

commits

Recent Commits

docs: [Automated] Regenerating documenation for 90c4cf4

Torch-TensorRT Github Bot•1 week ago

2e26bfaView on GitHub

upgrade tensorrt to 10.16, tensorrt_rtx to 1.4 (#4144)

lanluo-nvidia•1 week ago

90c4cf4View on GitHub

chore: update uv.lock

Torch-TensorRT Github Bot•1 week ago

3c19773View on GitHub

docs: [Automated] Regenerating documenation for d97cb7a

Torch-TensorRT Github Bot•2 weeks ago

9b33e6fView on GitHub

fix: validator introduced in #4132 (#4136)

Naren Dasan•2 weeks ago

d97cb7aView on GitHub

docs: [Automated] Regenerating documenation for 116ccb9

Torch-TensorRT Github Bot•2 weeks ago

4f7c233View on GitHub

Added fuse_rms_norm lowering (#4017)

Adrian Wang•2 weeks ago

116ccb9View on GitHub

docs: [Automated] Regenerating documenation for 715f3e1

Torch-TensorRT Github Bot•2 weeks ago

9332159View on GitHub

split index.Tensor converter for bool vs int indexing (#4123)

Wenbing Li•2 weeks ago

715f3e1View on GitHub

docs: [Automated] Regenerating documenation for e52db4f

Torch-TensorRT Github Bot•2 weeks ago

668fbddView on GitHub

feat: Allow pulling the venv's torch after uv sync so that people don… (#4130)

Naren Dasan•2 weeks ago

e52db4fView on GitHub

chore: update uv.lock

Torch-TensorRT Github Bot•2 weeks ago

702fbd2View on GitHub

docs: [Automated] Regenerating documenation for 07678f9

Torch-TensorRT Github Bot•3 weeks ago

08bfca2View on GitHub

handle symbolic shape for non tensor inputs in symbolic shape extraction (#4124)

Apurba Bose•3 weeks ago

07678f9View on GitHub

docs: [Automated] Regenerating documenation for 0c0f25c

Torch-TensorRT Github Bot•3 weeks ago

7bce3a7View on GitHub

View all commits