I have Jetpack 5.1.1 installed, and I am using a Nvidia Jetson AGX Orin 32GB H01.
I want to use TensorRT to optimize and speed up YoloP, so I used the command sudo apt-get install tensorrt nvidia-tensorrt-dev python3-libnvinfer-devto install TensorRT.
I cannot import tensorrt while i am in my virtual environment, so I used the command pip install nvidia-tensorrt, but it gave an error message.
pip install pycuda and pip install nvidia-tensorrt fail, but I am able to import tensorrt while i am outside the virtual environment and cd Home
(venv) orin@NvidiaJetson:~/venv/AY2024/TensorRT$ pip install nvidia-tensorrt
Looking in indexes: https://pypi.org/simple, 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 "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/tmp/pip-install-1d8rmo_x/nvidia-tensorrt_5c16844670ff4dbba2e9f8fa3c01f586/setup.py", line 150, in <module>
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.