windows版的docker如何使用宿主机的GPU
windows版的docker使用宿主机的GPU的命令
命令如下
docker run -it --net=host --gpus all --name 容器名 -e NVIDIA_DRIVER_CAPABILITIES=compute,utility -e NVIDIA_VISIBLE_DEVICES=all 镜像名
效果
(transformer) root@docker-desktop:/# python
Python 3.9.0 (default, Nov 15 2020, 14:28:56)
[GCC 7.3.0] :: Anaconda, Inc. on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> torch.cuda.is_available()
True
>>> from transformers import *
/opt/conda/envs/transformer/lib/python3.9/site-packages/transformers/generation_utils.py:24: FutureWarning: Importing `GenerationMixin` from `src/transformers/generation_utils.py` is deprecated and will be removed in Transformers v5. Import as `from transformers import GenerationMixin` instead.warnings.warn(
>>> exit()
(transformer) root@docker-desktop:/# nvidia-smi
Tue Feb 4 12:08:36 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 565.77.01 Driver Version: 566.36 CUDA Version: 12.7 |
|-----------------------------------------+------------------------+----------------------+
| 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 GTX 1650 On | 00000000:01:00.0 Off | N/A |
| N/A 48C P0 15W / 50W | 0MiB / 4096MiB | 0% Default |
| | | N/A |
+-----------------------------------------+------------------------+----------------------++-----------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| No running processes found |
+-----------------------------------------------------------------------------------------+
(transformer) root@docker-desktop:/#