Lot of AI repos cannot run on RTX 30 series GPU


RTX 3090 needs cuda version >= 11.1
but most of the repos now are created before the release of 30 series GPU.
How can I run these repos on RTX 3090?
This issue not only appears in some but most repos now.

A clear and concise description of the bug or issue.
Like this repo:

It needs pytorch=1.0.1=cuda92py36h65efead_0, tensorflow-gpu=1.12.0=h0d30ee6_0 and cudatoolkit=9.2=0.
And I get the following error:
“cudnn error cudnn_status_execution_failed”.
This problem exists in most of the repos now, since most of the repos are not build with cuda >=11.1.


TensorRT Version:
GPU Type: RTX 3090
Nvidia Driver Version: 460.39
CUDA Version: 11.1
CUDNN Version: 7.6.5
Operating System + Version: Ubuntu 20.04 LTS
Python Version (if applicable): 3.6.13
TensorFlow Version (if applicable): 1.12.0
PyTorch Version (if applicable): 1.0.1
Baremetal or Container (if container which image + tag): Baremetal

Relevant Files

Please attach or include links to any models, data, files, or scripts necessary to reproduce your issue. (Github repo, Google Drive, Dropbox, etc.)

Steps To Reproduce

Execute “python run.py”
It will give error “cudnn error cudnn_status_execution_failed”
Please include:

  • Exact steps/commands to build your repro
  • Exact steps/commands to run your repro
  • Full traceback of errors encountered

Hi @ddd45926,

This issue doesn’t look like TensorRT related. We recommend you to post your concern in related platform.
FYI, you need at least TensorRT 7.2.1 and CUDA 11.1 to support the RTX 3090.

Thank you.

Thank you can you tell me which platform should I go to?
I know RTX 3090 needs CUDA 11.1. But lots of repos don’t support CUDA 11.1, they use legacy CUDAs. My question is how to run these repos on RTX 3090?


Following link may help you. https://www.nvidia.com/en-us/geforce/forums/rtx-technology-dlss-dxr/37/

Interesting. I ask the question there and they recommend it here.


Could you please give more details of the issue. This forum talks more about updates and issues related to TensorRT. Please share us error logs and issue repro model/scripts for better assistance in case your facing an issue while using TensorRT.

Thank you.