查看conda版本:
conda -V
查看支持的cuda版本:
nvidia -smi
输出为:
Mon Aug 12 12:35:26 2024
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 528.92 Driver Version: 528.92 CUDA Version: 12.0 |
|-------------------------------+----------------------+----------------------+
| 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 On | N/A |
| N/A 42C P8 3W / 75W | 176MiB / 4096MiB | 3% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
+-----------------------------------------------------------------------------+
可以看到最高为12.0
创建虚拟环境名字叫:jio,python版本是3.8
conda create -n jio python=3.8
Collecting package metadata (current_repodata.json): done
Solving environment: done
==> WARNING: A newer version of conda exists. <==
current version: 4.8.3
latest version: 24.5.0
Please update conda by running
$ conda update -n base -c defaults conda
## Package Plan ##
environment location: C:\Users\jiahao\.conda\envs\jio
added / updated specs:
- python=3.8
The following packages will be downloaded:
package | build
---------------------------|-----------------
ca-certificates-2024.7.2 | haa95532_0 128 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libffi-3.4.4 | hd77b12b_1 122 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
openssl-3.0.14 | h827c3e9_0 7.8 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pip-24.0 | py38haa95532_0 2.8 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
python-3.8.19 | h1aa4202_0 18.9 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
setuptools-69.5.1 | py38haa95532_0 1003 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
sqlite-3.45.3 | h2bbff1b_0 973 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
vc-14.2 | h2eaa2aa_4 10 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
vs2015_runtime-14.29.30133 | h43f2093_4 1.1 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
wheel-0.43.0 | py38haa95532_0 137 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
------------------------------------------------------------
Total: 32.9 MB
The following NEW packages will be INSTALLED:
ca-certificates anaconda/pkgs/main/win-64::ca-certificates-2024.7.2-haa95532_0
libffi anaconda/pkgs/main/win-64::libffi-3.4.4-hd77b12b_1
openssl anaconda/pkgs/main/win-64::openssl-3.0.14-h827c3e9_0
pip anaconda/pkgs/main/win-64::pip-24.0-py38haa95532_0
python anaconda/pkgs/main/win-64::python-3.8.19-h1aa4202_0
setuptools anaconda/pkgs/main/win-64::setuptools-69.5.1-py38haa95532_0
sqlite anaconda/pkgs/main/win-64::sqlite-3.45.3-h2bbff1b_0
vc anaconda/pkgs/main/win-64::vc-14.2-h2eaa2aa_4
vs2015_runtime anaconda/pkgs/main/win-64::vs2015_runtime-14.29.30133-h43f2093_4
wheel anaconda/pkgs/main/win-64::wheel-0.43.0-py38haa95532_0
Proceed ([y]/n)? y
输入:y
Downloading and Extracting Packages
wheel-0.43.0 | 137 KB | ############################################################################ | 100%
vs2015_runtime-14.29 | 1.1 MB | ############################################################################ | 100%
sqlite-3.45.3 | 973 KB | ############################################################################ | 100%
openssl-3.0.14 | 7.8 MB | ############################################################################ | 100%
vc-14.2 | 10 KB | ############################################################################ | 100%
ca-certificates-2024 | 128 KB | ############################################################################ | 100%
python-3.8.19 | 18.9 MB | ############################################################################ | 100%
setuptools-69.5.1 | 1003 KB | ############################################################################ | 100%
libffi-3.4.4 | 122 KB | ############################################################################ | 100%
pip-24.0 | 2.8 MB | ############################################################################ | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#
# $ conda activate jio
#
# To deactivate an active environment, use
#
# $ conda deactivate
创建成功
查看当前共有环境目录:
conda env list
# conda environments:
#
base * C:\ProgramData\Anaconda3
jio C:\Users\jiahao\.conda\envs\jio
进入一个虚拟环境:
conda activate jio
(jio) C:\Users\jiahao>
进入成功。
安装pytorch:
conda install pytorch==2.2.0 torchvision==0.17.0 torchaudio==2.2.0 pytorch-cuda=11.8 -c pytorch -c nvidia
卸载conda时:
解决pycharm终端不会自动跳转到虚拟环境:
第一步
第二步:右击查看文件属性
第三步:从cmd开始复制
第四步:打开pycharm的文件-设置-工具-终端-SHELL路径
第五步:重启pycharm