python download pytorch (via pip+tsinghua source)
Using conda to download always reports an http error, and the download fails. When trying to remove -c pytorch downloads only the cpu version, not the gpu version
cmd interface to view the highest conda supported by your computer
D:\Tool\Anaconda\envs>NVIDIA-smi
Wed Jul 20 23:08:23 2022
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 511.69 Driver Version: 511.69 CUDA Version: 11.6 |
|-------------------------------+----------------------+----------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 NVIDIA GeForce ... WDDM | 00000000:01:00.0 Off | N/A |
| N/A 45C P8 N/A / N/A | 0MiB / 4096MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 484 C+G ...2txyewy\TextInputHost.exe N/A |
| 0 N/A N/A 2020 C+G ...tracted\WechatBrowser.exe N/A |
| 0 N/A N/A 2792 C+G ...e6\promecefpluginhost.exe N/A |
| 0 N/A N/A 3716 C+G ...5n1h2txyewy\SearchApp.exe N/A |
| 0 N/A N/A 12960 C+G ...onnectUniversalClient.exe N/A |
| 0 N/A N/A 14900 C+G ...d\runtime\WeChatAppEx.exe N/A |
| 0 N/A N/A 16184 C+G ...cw5n1h2txyewy\LockApp.exe N/A |
| 0 N/A N/A 16440 C+G N/A |
| 0 N/A N/A 20296 C+G ...llMobileConnectClient.exe N/A |
+-----------------------------------------------------------------------------+
.CUDA Version: 11.6 represents the highest conda version supported by your computer
pip command download
pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113 -i https://pypi.tuna.tsinghua.edu.cn/simple matplotlib==2.2.4
Use in the corresponding conda environment
Verify whether the installation of pytorch-gpu is successful
(python3.6) C:\Users\小黄鸭>python
Python 3.6.13 |Anaconda, Inc.| (default, Mar 16 2021, 11:37:27) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> print(torch.__version__)
1.10.2+cu113
>>> torch.cuda.is_available()
True
>>>