Description
After following the Quick Start Guide I get an error.
In my conda environment I executed pip install --upgrade setuptools pip and pip install nvidia-pyindex without any issues.
(omct) lennux@lennux-desktop:~$ pip install nvidia-pyindex
Looking in indexes: Simple index, https://pypi.ngc.nvidia.com
Requirement already satisfied: nvidia-pyindex in ./anaconda3/envs/omct/lib/python3.7/site-packages (1.0.9)
But when i tried pip install --upgrade nvidia-tensorrt I get the attached output below.
(omct) lennux@lennux-desktop:~$ pip install --upgrade nvidia-tensorrt
Looking in indexes: Simple index, https://pypi.ngc.nvidia.com
Collecting nvidia-tensorrt
Downloading nvidia-tensorrt-0.0.1.dev5.tar.gz (7.9 kB)
Preparing metadata (setup.py) … error
error: subprocess-exited-with-error× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> [17 lines of output]
Traceback (most recent call last):
File “”, line 36, in
File “”, line 34, in
File “/tmp/pip-install-ptqq18x_/nvidia-tensorrt_447c81bdc9ae47b5bb2882c9a3afd605/setup.py”, line 150, in
raise RuntimeError(open(“ERROR.txt”, “r”).read())
RuntimeError:
###########################################################################################
The package you are trying to install is only a placeholder project on PyPI.org repository.
This package is hosted on NVIDIA Python Package Index.This package can be installed as: ``` $ pip install nvidia-pyindex $ pip install nvidia-tensorrt ``` ########################################################################################### [end of output]note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed× Encountered error while generating package metadata.
╰─> See above for output.note: This is an issue with the package mentioned above, not pip.
hint: See above for details.
The quick start guide states the following this for such a error message .
If you receive an error message in the form of a Python exception similar to the error message below, then either the nvidia-pyindex package was not set up properly, or you might be using a Python version other than 3.6 to 3.9.
Now it doesn’t seem like this addresses my issue. Any help is appreciated.
Environment
TensorRT Version: The one that comes with the pip command i guess.
GPU Type: RTX 2060
Nvidia Driver Version: 470.103
CUDA Version: Nvidia-smi reports :“11.4”, but nvcc --version sais: “Cuda compilation tools, release 11.0, V11.0.221” maybe someone here can tell me what my CUDA version actually is. I think downloaded the CUDA toolkit 11.0 a long time ago but by now i have also updated my nvidia drivers multiple times.
CUDNN Version: Well, I installed 8.1.1 a long time ago for an old project, along with an older nvidia driver version. By now, i have updated my driver but i haven’t touched the CUDNN since. I didn’t download a new one, since I’d like to use the pip installation and i thought the wheel files are “fully self-contained”. After reading the TensorRT quick start guide I came to the conclusion that I wouldn’t need to install CUDNN separately. Am i wrong here?
Operating System + Version: Ubuntu 20.04 LTS
Python Version (if applicable): Within my anaconda environment 3.7.7.
Baremetal or Container (if container which image + tag): No container