4090 windows cuda12.1 环境配置
nvidia-smi
C:\Users\jin>
C:\Users\jin>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Mon_Apr__3_17:36:15_Pacific_Daylight_Time_2023
Cuda compilation tools, release 12.1, V12.1.105
Build cuda_12.1.r12.1/compiler.32688072_0
C:\Users\jin>
C:\Users\jin>
C:\Users\jin>
C:\Users\jin>nvidia-smi
Sat Mar 9 18:56:12 2024
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 536.23 Driver Version: 536.23 CUDA Version: 12.2 |
|-----------------------------------------+----------------------+----------------------+
| 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 RTX 4090 WDDM | 00000000:01:00.0 On | Off |
| 0% 34C P8 18W / 450W | 419MiB / 24564MiB | 1% Default |
| | | N/A |
+-----------------------------------------+----------------------+----------------------+
+---------------------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=======================================================================================|
| 0 N/A N/A 1220 C+G ..._8wekyb3d8bbwe\Microsoft.Photos.exe N/A |
| 0 N/A N/A 6044 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 7824 C+G ...x64__8wekyb3d8bbwe\WinStore.App.exe N/A |
| 0 N/A N/A 8304 C+G ...7.0_x64__kzf8qxf38zg5c\SkypeApp.exe N/A |
| 0 N/A N/A 8844 C+G ...CBS_cw5n1h2txyewy\TextInputHost.exe N/A |
| 0 N/A N/A 8900 C+G ....Search_cw5n1h2txyewy\SearchApp.exe N/A |
| 0 N/A N/A 9436 C+G ...siveControlPanel\SystemSettings.exe N/A |
| 0 N/A N/A 10068 C+G ...crosoft\Edge\Application\msedge.exe N/A |
| 0 N/A N/A 13292 C+G ...GeForce Experience\NVIDIA Share.exe N/A |
+---------------------------------------------------------------------------------------+
C:\Users\jin>
C:\Users\jin>
C:\Users\jin>
(base) E:\>
(base) E:\>conda create -n wind_2024 python==3.8
Channels:
- defaults
Platform: win-64
Collecting package metadata (repodata.json): done
Solving environment: done
## Package Plan ##
environment location: E:\Anaconda\install_2024\envs\wind_2024
added / updated specs:
- python==3.8
The following packages will be downloaded:
package | build
---------------------------|-----------------
ca-certificates-2023.12.12 | haa95532_0 127 KB
openssl-1.1.1w | h2bbff1b_0 5.5 MB
pip-23.3.1 | py38haa95532_0 2.8 MB
python-3.8.0 | hff0d562_2 15.9 MB
setuptools-68.2.2 | py38haa95532_0 933 KB
sqlite-3.41.2 | h2bbff1b_0 894 KB
vc-14.2 | h21ff451_1 8 KB
vs2015_runtime-14.27.29016 | h5e58377_2 1007 KB
wheel-0.41.2 | py38haa95532_0 126 KB
------------------------------------------------------------
Total: 27.3 MB
The following NEW packages will be INSTALLED:
ca-certificates pkgs/main/win-64::ca-certificates-2023.12.12-haa95532_0
openssl pkgs/main/win-64::openssl-1.1.1w-h2bbff1b_0
pip pkgs/main/win-64::pip-23.3.1-py38haa95532_0
python pkgs/main/win-64::python-3.8.0-hff0d562_2
setuptools pkgs/main/win-64::setuptools-68.2.2-py38haa95532_0
sqlite pkgs/main/win-64::sqlite-3.41.2-h2bbff1b_0
vc pkgs/main/win-64::vc-14.2-h21ff451_1
vs2015_runtime pkgs/main/win-64::vs2015_runtime-14.27.29016-h5e58377_2
wheel pkgs/main/win-64::wheel-0.41.2-py38haa95532_0
Proceed ([y]/n)?y
Downloading and Extracting Packages:
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#
# $ conda activate wind_2024
#
# To deactivate an active environment, use
#
# $ conda deactivate
(base) E:\>
(base) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
Looking in indexes: https://download.pytorch.org/whl/cu121
Collecting torch
Downloading https://download.pytorch.org/whl/cu121/torch-2.2.1%2Bcu121-cp38-cp38-win_amd64.whl (2454.9 MB)
---------------------------------------- 2.5/2.5 GB ? eta 0:00:00
Collecting torchvision
Downloading https://download.pytorch.org/whl/cu121/torchvision-0.17.1%2Bcu121-cp38-cp38-win_amd64.whl (5.7 MB)
---------------------------------------- 5.7/5.7 MB 21.2 MB/s eta 0:00:00
Collecting torchaudio
Downloading https://download.pytorch.org/whl/cu121/torchaudio-2.2.1%2Bcu121-cp38-cp38-win_amd64.whl (4.1 MB)
---------------------------------------- 4.1/4.1 MB 9.6 MB/s eta 0:00:00
Collecting filelock (from torch)
Downloading https://download.pytorch.org/whl/filelock-3.9.0-py3-none-any.whl (9.7 kB)
Collecting typing-extensions>=4.8.0 (from torch)
Downloading https://download.pytorch.org/whl/typing_extensions-4.8.0-py3-none-any.whl (31 kB)
Collecting sympy (from torch)
Downloading https://download.pytorch.org/whl/sympy-1.12-py3-none-any.whl (5.7 MB)
---------------------------------------- 5.7/5.7 MB 20.4 MB/s eta 0:00:00
Collecting networkx (from torch)
Downloading https://download.pytorch.org/whl/networkx-3.2.1-py3-none-any.whl (1.6 MB)
---------------------------------------- 1.6/1.6 MB 13.1 MB/s eta 0:00:00
Collecting jinja2 (from torch)
Downloading https://download.pytorch.org/whl/Jinja2-3.1.2-py3-none-any.whl (133 kB)
---------------------------------------- 133.1/133.1 kB 2.0 MB/s eta 0:00:00
Collecting fsspec (from torch)
Downloading https://download.pytorch.org/whl/fsspec-2023.4.0-py3-none-any.whl (153 kB)
---------------------------------------- 154.0/154.0 kB 1.8 MB/s eta 0:00:00
Collecting numpy (from torchvision)
Downloading https://download.pytorch.org/whl/numpy-1.24.1-cp38-cp38-win_amd64.whl (14.9 MB)
---------------------------------------- 14.9/14.9 MB 21.1 MB/s eta 0:00:00
Collecting pillow!=8.3.*,>=5.3.0 (from torchvision)
Downloading https://download.pytorch.org/whl/pillow-10.2.0-cp38-cp38-win_amd64.whl (2.6 MB)
---------------------------------------- 2.6/2.6 MB 11.2 MB/s eta 0:00:00
Collecting MarkupSafe>=2.0 (from jinja2->torch)
Downloading https://download.pytorch.org/whl/MarkupSafe-2.1.3-cp38-cp38-win_amd64.whl (17 kB)
INFO: pip is looking at multiple versions of networkx to determine which version is compatible with other requirements. This could take a while.
Collecting networkx (from torch)
Downloading https://download.pytorch.org/whl/networkx-3.0-py3-none-any.whl (2.0 MB)
---------------------------------------- 2.0/2.0 MB 10.8 MB/s eta 0:00:00
Collecting mpmath>=0.19 (from sympy->torch)
Downloading https://download.pytorch.org/whl/mpmath-1.3.0-py3-none-any.whl (536 kB)
---------------------------------------- 536.2/536.2 kB 4.8 MB/s eta 0:00:00
Installing collected packages: mpmath, typing-extensions, sympy, pillow, numpy, networkx, MarkupSafe, fsspec, filelock, jinja2, torch, torchvision, torchaudio
Successfully installed MarkupSafe-2.1.3 filelock-3.9.0 fsspec-2023.4.0 jinja2-3.1.2 mpmath-1.3.0 networkx-3.0 numpy-1.24.1 pillow-10.2.0 sympy-1.12 torch-2.2.1+cu121 torchaudio-2.2.1+cu121 torchvision-0.17.1+cu121 typing-extensions-4.8.0
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>
(wind_2024) E:\>python
Python 3.8.0 (default, Nov 6 2019, 16:00:02) [MSC v.1916 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.
>>>
>>>
>>> import torch
>>>
>>>
>>> print(torch.__version__)
2.2.1+cu121
>>>
>>>
>>> exit()
(wind_2024) E:\>
(wind_2024) E:\>
###########################
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