始终无法启用gpu

[jian27com]

onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'CUDAExecutionProvider' is not in available provider names.Available providers: 'CPUExecutionProvider'

环境这里

Python >= 3.9 (Recommend to use Anaconda or Miniconda)
PyTorch >= 1.13
CUDA 11.7

我确信自己确实是按这个要求来实现的。唯一不同的是我用的windows10 不是Linux Ubuntu20.04

这是什么原因导致的？

[jian27com]

conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 pytorch-cuda=11.7 -c pytorch -c nvidia

[QUTGXX]

It would work If u run with Windows. @jian27com
pip uninstall onnxruntime
pip uninstall onnxruntime-gpu
pip install onnxruntime-gpu==1.16.3

[Maxwin-z]

ReHiFace-S# cat /etc/os-release
NAME="Ubuntu"
VERSION="20.04.4 LTS (Focal Fossa)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 20.04.4 LTS"
VERSION_ID="20.04"

ReHiFace-S# nvidia-smi
Thu Dec 26 19:26:10 2024       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 550.78                 Driver Version: 550.78         CUDA Version: 12.4     |
|-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 4090 D      On  |   00000000:17:00.0 Off |                  Off |
| 30%   29C    P8             22W /  425W |       1MiB /  24564MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+
                                                                                         
+-----------------------------------------------------------------------------------------+
| Processes:                                                                              |
|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
|        ID   ID                                                               Usage      |
|=========================================================================================|
|  No running processes found                                                             |
+-----------------------------------------------------------------------------------------+

ReHiFace-S# nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Jun__8_16:49:14_PDT_2022
Cuda compilation tools, release 11.7, V11.7.99
Build cuda_11.7.r11.7/compiler.31442593_0

ReHiFace-S# pip show onnxruntime

Name: onnxruntime
Version: 1.14.1
Summary: ONNX Runtime is a runtime accelerator for Machine Learning models
Home-page: https://onnxruntime.ai
Author: Microsoft Corporation
Author-email: [email protected]
License: MIT License
Location: /data/envs/faceswap/lib/python3.9/site-packages
Requires: coloredlogs, flatbuffers, numpy, packaging, protobuf, sympy
Required-by: 

ReHiFace-S# pip show onnxruntime-gpu
Name: onnxruntime-gpu
Version: 1.16.3
Summary: ONNX Runtime is a runtime accelerator for Machine Learning models
Home-page: https://onnxruntime.ai
Author: Microsoft Corporation
Author-email: [email protected]
License: MIT License
Location: /data/envs/faceswap/lib/python3.9/site-packages
Requires: coloredlogs, flatbuffers, numpy, packaging, protobuf, sympy
Required-by: 

同问，ubuntu同样无法启用GPU。

...envs/faceswap/lib/python3.9/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py:54: UserWarning: Specified provider 'CUDAExecutionProvider' is not in available provider names.Available providers: 'CPUExecutionProvider'
  warnings.warn(
warning: det_size is already set in scrfd model, ignore
pfpld ['CPUExecutionProvider']
Model warm up done !
...