https://pytorch.org/get-started/locally/ I follow the official website to install:
conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia
pycharm verify cuda:
import torch
print(torch.cuda.is_available())
But it print False
nvidia-smi return
(python38) C:\Users\li>nvidia-smi
Tue Mar 21 19:27:54 2023
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 528.33 Driver Version: 528.33 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 |
| 50% 38C P8 28W / 320W | 1324MiB / 10240MiB | 3% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 1372 C+G ...y\ShellExperienceHost.exe N/A |
| 0 N/A N/A 10164 C+G C:\Windows\explorer.exe N/A |
| 0 N/A N/A 10768 C+G ...5n1h2txyewy\SearchApp.exe N/A |
| 0 N/A N/A 11652 C+G ...2txyewy\TextInputHost.exe N/A |
| 0 N/A N/A 12744 C+G ...werToys.ColorPickerUI.exe N/A |
| 0 N/A N/A 12764 C+G ...2\jbr\bin\jcef_helper.exe N/A |
| 0 N/A N/A 12768 C+G ...\PowerToys.FancyZones.exe N/A |
| 0 N/A N/A 12832 C+G ...PowerToys.PowerAccent.exe N/A |
| 0 N/A N/A 13344 C+G ...oft OneDrive\OneDrive.exe N/A |
| 0 N/A N/A 13608 C+G ...Files\Listary\Listary.exe N/A |
| 0 N/A N/A 16080 C+G ...me\Application\chrome.exe N/A |
| 0 N/A N/A 17304 C+G ...er\Application\chrome.exe N/A |
| 0 N/A N/A 18828 C+G ...清单_3.7.1.1\TickTick.exe N/A |
| 0 N/A N/A 18984 C+G ...lPanel\SystemSettings.exe N/A |
+-----------------------------------------------------------------------------+
python -m torch.utils.collect_env print：
(python38) C:\Users\li>python -m torch.utils.collect_env
Collecting environment information...
PyTorch version: 2.0.0
Is debug build: False
CUDA used to build PyTorch: Could not collect
ROCM used to build PyTorch: N/A
OS: Microsoft Windows 10 Enterprise LTSC
GCC version: Could not collect
Clang version: Could not collect
CMake version: Could not collect
Libc version: N/A
Python version: 3.8.0 | packaged by conda-forge | (default, Nov 22 2019, 19:04:36) [MSC v.1916 64 bit (AMD64)] (64-bit runtime)
Python platform: Windows-10-10.0.19041-SP0
Is CUDA available: False
CUDA runtime version: 11.7.99
CUDA_MODULE_LOADING set to: N/A
GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3080
Nvidia driver version: 528.33
cuDNN version: Could not collect
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True
CPU:
Architecture=9
CurrentClockSpeed=3700
DeviceID=CPU0
Family=205
L2CacheSize=7680
L2CacheSpeed=
Manufacturer=GenuineIntel
MaxClockSpeed=3700
Name=12th Gen Intel(R) Core(TM) i5-12600KF
ProcessorType=3
Revision=
Versions of relevant libraries:
[pip3] numpy==1.23.5
[pip3] torch==2.0.0
[pip3] torchaudio==2.0.0
[pip3] torchvision==0.15.1
[conda] _tflow_select 2.3.0 mkl defaults
[conda] blas 1.0 mkl defaults
[conda] cudatoolkit 11.3.1 h59b6b97_2 defaults
[conda] mkl 2021.4.0 haa95532_640 defaults
[conda] mkl-service 2.4.0 py38h2bbff1b_0 defaults
[conda] mkl_fft 1.3.1 py38h277e83a_0 defaults
[conda] mkl_random 1.2.2 py38hf11a4ad_0 defaults
[conda] numpy 1.23.5 py38h3b20f71_0 defaults
[conda] numpy-base 1.23.5 py38h4da318b_0 defaults
[conda] pytorch 2.0.0 py3.8_cpu_0 pytorch
[conda] pytorch-cuda 11.7 h16d0643_3 pytorch
[conda] pytorch-mutex 1.0 cpu pytorch
[conda] tensorflow 2.10.0 mkl_py38ha5c4042_0 https://repo.anaconda.com/pkgs/main
[conda] tensorflow-base 2.10.0 mkl_py38h6a7f48e_0 defaults
[conda] torch 2.0.0 pypi_0 pypi
[conda] torchaudio 2.0.0 py38_cpu pytorch
[conda] torchvision 0.15.1 pypi_0 pypi
conda list:
(python38) C:\Users\li>conda list
# packages in environment at C:\Users\li\.conda\envs\python38:
#
# Name Version Build Channel
_tflow_select 2.3.0 mkl defaults
absl-py 1.3.0 py38haa95532_0 defaults
altair 4.2.2 pypi_0 pypi
altgraph 0.17.3 py38haa95532_0 defaults
anyio 3.6.2 pypi_0 pypi
appdirs 1.4.4 pyhd3eb1b0_0 defaults
astunparse 1.6.3 py_0 defaults
async-timeout 4.0.2 py38haa95532_0 defaults
attrs 22.1.0 py38haa95532_0 defaults
backports-zoneinfo 0.2.1 pypi_0 pypi
beautifulsoup4 4.11.1 py38haa95532_0 defaults
blas 1.0 mkl defaults
blinker 1.4 py38haa95532_0 defaults
brotlipy 0.7.0 py38h2bbff1b_1003 defaults
ca-certificates 2023.01.10 haa95532_0 defaults
cachetools 4.2.2 pyhd3eb1b0_0 defaults
cchardet 2.1.7 pypi_0 pypi
certifi 2022.12.7 py38haa95532_0 defaults
cffi 1.15.1 py38h2bbff1b_3 defaults
chardet 5.1.0 py38haa244fe_0 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge
charset-normalizer 2.0.4 pyhd3eb1b0_0 defaults
click 8.0.4 py38haa95532_0 defaults
clicknium 0.1.12 pypi_0 pypi
clr-loader 0.2.5 pypi_0 pypi
clueai 0.0.2.2.4 pypi_0 pypi
colorama 0.4.6 py38haa95532_0 defaults
contourpy 1.0.7 pypi_0 pypi
cpm-kernels 1.0.11 pypi_0 pypi
cryptography 39.0.1 py38h21b164f_0 defaults
cuda-cccl 12.1.55 0 nvidia
cuda-cudart 11.7.99 0 nvidia
cuda-cudart-dev 11.7.99 0 nvidia
cuda-cupti 11.7.101 0 nvidia
cuda-libraries 11.7.1 0 nvidia
cuda-libraries-dev 11.7.1 0 nvidia
cuda-nvrtc 11.7.99 0 nvidia
cuda-nvrtc-dev 11.7.99 0 nvidia
cuda-nvtx 11.7.91 0 nvidia
cuda-runtime 11.7.1 0 nvidia
cudatoolkit 11.3.1 h59b6b97_2 defaults
cudnn 8.2.1 cuda11.3_0 defaults
curio 1.4 pyhd3eb1b0_0 defaults
cycler 0.11.0 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
distlib 0.3.6 pypi_0 pypi
dnspython 2.2.1 py38haa95532_0 defaults
eigen 3.3.7 h59b6b97_1 defaults
entrypoints 0.4 pypi_0 pypi
exceptiongroup 1.1.1 pypi_0 pypi
fastapi 0.95.0 pypi_0 pypi
ffmpeg 4.2.2 he774522_0 defaults
ffmpy 0.3.0 pypi_0 pypi
file-magic 0.4.1 pypi_0 pypi
filelock 3.9.0 py38haa95532_0 defaults
flatbuffers 2.0.0 h6c2663c_0 defaults
flit-core 3.6.0 pyhd3eb1b0_0 defaults
fonttools 4.39.2 pypi_0 pypi
freetype 2.12.1 ha860e81_0 defaults
frozenlist 1.3.3 py38h2bbff1b_0 defaults
fsspec 2023.3.0 pypi_0 pypi
future 0.18.3 py38haa95532_0 defaults
gast 0.4.0 pyhd3eb1b0_0 https://repo.anaconda.com/pkgs/main
giflib 5.2.1 h8cc25b3_3 defaults
gitdb 4.0.10 pypi_0 pypi
gitpython 3.1.31 pypi_0 pypi
glib 2.69.1 h5dc1a3c_2 defaults
google-auth 2.6.0 pyhd3eb1b0_0 defaults
google-auth-oauthlib 0.4.4 pyhd3eb1b0_0 defaults
google-pasta 0.2.0 pyhd3eb1b0_0 defaults
gradio 3.23.0 pypi_0 pypi
greenlet 2.0.1 pypi_0 pypi
grpcio 1.42.0 py38hc60d5dd_0 defaults
gst-plugins-base 1.18.5 h9e645db_0 defaults
gstreamer 1.18.5 hd78058f_0 defaults
h11 0.14.0 pypi_0 pypi
h5py 3.7.0 py38h3de5c98_0 defaults
hdf5 1.10.6 h1756f20_1 defaults
httpcore 0.16.3 pypi_0 pypi
httpx 0.23.3 pypi_0 pypi
huggingface-hub 0.13.3 pypi_0 pypi
icc_rt 2022.1.0 h6049295_2 defaults
icetk 0.0.4 pypi_0 pypi
icu 58.2 ha925a31_3 defaults
idna 3.4 py38haa95532_0 defaults
importlib-metadata 4.11.3 py38haa95532_0 defaults
importlib-resources 5.12.0 pypi_0 pypi
iniconfig 2.0.0 pypi_0 pypi
intel-openmp 2021.4.0 haa95532_3556 defaults
jinja2 3.1.2 py38haa95532_0 defaults
joblib 1.1.1 py38haa95532_0 defaults
jpeg 9e h2bbff1b_1 defaults
jsonschema 4.17.3 pypi_0 pypi
keras 2.10.0 py38haa95532_0 defaults
keras-preprocessing 1.1.2 pyhd3eb1b0_0 defaults
kiwisolver 1.4.4 pypi_0 pypi
lerc 3.0 hd77b12b_0 defaults
libclang 12.0.0 default_h627e005_2 defaults
libcublas 11.10.3.66 0 nvidia
libcublas-dev 11.10.3.66 0 nvidia
libcufft 10.7.2.124 0 nvidia
libcufft-dev 10.7.2.124 0 nvidia
libcurand 10.3.2.56 0 nvidia
libcurand-dev 10.3.2.56 0 nvidia
libcurl 7.88.1 h86230a5_0 defaults
libcusolver 11.4.0.1 0 nvidia
libcusolver-dev 11.4.0.1 0 nvidia
libcusparse 11.7.4.91 0 nvidia
libcusparse-dev 11.7.4.91 0 nvidia
libdeflate 1.17 h2bbff1b_0 defaults
libffi 3.4.2 hd77b12b_6 defaults
libiconv 1.16 h2bbff1b_2 defaults
libnpp 11.7.4.75 0 nvidia
libnpp-dev 11.7.4.75 0 nvidia
libnvjpeg 11.8.0.2 0 nvidia
libnvjpeg-dev 11.8.0.2 0 nvidia
libogg 1.3.5 h2bbff1b_1 defaults
libpng 1.6.39 h8cc25b3_0 defaults
libprotobuf 3.20.3 h23ce68f_0 defaults
libssh2 1.10.0 hcd4344a_0 defaults
libtiff 4.5.0 h6c2663c_2 defaults
libuv 1.44.2 h2bbff1b_0 defaults
libvorbis 1.3.7 he774522_0 defaults
libwebp 1.2.4 hbc33d0d_1 defaults
libwebp-base 1.2.4 h2bbff1b_1 defaults
libxml2 2.9.14 h0ad7f3c_0 defaults
libxslt 1.1.35 h2bbff1b_0 defaults
linkify-it-py 2.0.0 pypi_0 pypi
lxml 4.9.1 py38h1985fb9_0 defaults
lz4-c 1.9.4 h2bbff1b_0 defaults
markdown 3.4.1 py38haa95532_0 defaults
markdown-it-py 2.2.0 pypi_0 pypi
markupsafe 2.1.1 py38h2bbff1b_0 defaults
matplotlib 3.7.1 pypi_0 pypi
mdit-py-plugins 0.3.3 pypi_0 pypi
mdurl 0.1.2 pypi_0 pypi
mkl 2021.4.0 haa95532_640 defaults
mkl-service 2.4.0 py38h2bbff1b_0 defaults
mkl_fft 1.3.1 py38h277e83a_0 defaults
mkl_random 1.2.2 py38hf11a4ad_0 defaults
mpmath 1.3.0 pypi_0 pypi
multidict 6.0.2 py38h2bbff1b_0 defaults
networkx 3.0 pypi_0 pypi
numpy 1.23.5 py38h3b20f71_0 defaults
numpy-base 1.23.5 py38h4da318b_0 defaults
oauthlib 3.2.1 py38haa95532_0 defaults
opencc 1.1.1 pypi_0 pypi
opencv 4.6.0 py38hf11a4ad_3 defaults
openssl 1.1.1t h2bbff1b_0 defaults
opt_einsum 3.3.0 pyhd3eb1b0_1 defaults
orjson 3.8.8 pypi_0 pypi
packaging 22.0 py38haa95532_0 defaults
pandas 1.5.3 pypi_0 pypi
pcre 8.45 hd77b12b_0 defaults
pefile 2022.5.30 py38haa95532_0 defaults
pillow 9.4.0 pypi_0 pypi
pip 23.0.1 py38haa95532_0 defaults
pipenv 2023.2.4 pypi_0 pypi
pkgutil-resolve-name 1.3.10 pypi_0 pypi
platformdirs 3.0.0 pypi_0 pypi
pluggy 1.0.0 pypi_0 pypi
pooch 1.4.0 pyhd3eb1b0_0 defaults
protobuf 3.20.0 pypi_0 pypi
pyarrow 11.0.0 pypi_0 pypi
pyasn1 0.4.8 pyhd3eb1b0_0 defaults
pyasn1-modules 0.2.8 py_0 defaults
pycares 4.0.0 py38h2bbff1b_0 defaults
pycparser 2.21 pyhd3eb1b0_0 defaults
pydantic 1.10.6 pypi_0 pypi
pydeck 0.8.0 pypi_0 pypi
pydub 0.25.1 pypi_0 pypi
pyee 9.0.4 pypi_0 pypi
pygments 2.14.0 pypi_0 pypi
pyinstaller 5.6.2 py38h2bbff1b_0 defaults
pyinstaller-hooks-contrib 2022.14 py38haa95532_0 defaults
pyjwt 2.4.0 py38haa95532_0 defaults
pympler 1.0.1 pypi_0 pypi
pyparsing 3.0.9 pypi_0 pypi
pyrsistent 0.19.3 pypi_0 pypi
pysocks 1.7.1 py38haa95532_0 defaults
python 3.8.0 hc9e8b01_5 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge
python-dateutil 2.8.2 pypi_0 pypi
python-docx 0.8.11 pypi_0 pypi
python-flatbuffers 2.0 pyhd3eb1b0_0 defaults
python-levenshtein 0.12.2 py38h2bbff1b_0 defaults
python-multipart 0.0.6 pypi_0 pypi
python-slugify 6.1.2 pypi_0 pypi
python_abi 3.8 2_cp38 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge
pythonnet 3.0.1 pypi_0 pypi
pytorch 2.0.0 py3.8_cpu_0 pytorch
pytorch-cuda 11.7 h16d0643_3 pytorch
pytorch-mutex 1.0 cpu pytorch
pytz 2022.7.1 pypi_0 pypi
pytz-deprecation-shim 0.1.0.post0 pypi_0 pypi
pyyaml 6.0 pypi_0 pypi
qt-main 5.15.2 he8e5bd7_7 defaults
qt-webengine 5.15.9 hb9a9bb5_5 defaults
qtwebkit 5.212 h3ad3cdb_4 defaults
regex 2022.10.31 pypi_0 pypi
requests 2.28.1 py38haa95532_0 defaults
requests-oauthlib 1.3.0 py_0 defaults
rfc3986 1.5.0 pypi_0 pypi
rich 13.3.2 pypi_0 pypi
rsa 4.7.2 pyhd3eb1b0_1 defaults
scikit-learn 1.2.1 py38hd77b12b_0 defaults
scipy 1.10.0 py38h321e85e_1 defaults
semantic-version 2.10.0 pypi_0 pypi
semver 2.13.0 pypi_0 pypi
sentencepiece 0.1.97 pypi_0 pypi
setuptools 65.6.3 py38haa95532_0 defaults
six 1.16.0 pyhd3eb1b0_1 defaults
smmap 5.0.0 pypi_0 pypi
snappy 1.1.9 h6c2663c_0 defaults
sniffio 1.3.0 pypi_0 pypi
soupsieve 2.3.2.post1 py38haa95532_0 defaults
sqlite 3.40.1 h2bbff1b_0 defaults
starlette 0.26.1 pypi_0 pypi
streamlit 1.20.0 pypi_0 pypi
streamlit-chat 0.0.2.2 pypi_0 pypi
sympy 1.11.1 py38haa95532_0 defaults
tensorboard 2.10.0 py38haa95532_0 defaults
tensorboard-data-server 0.6.1 py38haa95532_0 defaults
tensorboard-plugin-wit 1.8.1 py38haa95532_0 defaults
tensorflow 2.10.0 mkl_py38ha5c4042_0 https://repo.anaconda.com/pkgs/main
tensorflow-base 2.10.0 mkl_py38h6a7f48e_0 defaults
tensorflow-estimator 2.10.0 py38haa95532_0 defaults
termcolor 2.1.0 py38haa95532_0 defaults
text-unidecode 1.3 pypi_0 pypi
threadpoolctl 2.2.0 pyh0d69192_0 defaults
tk 8.6.12 h2bbff1b_0 defaults
tokenizers 0.13.2 pypi_0 pypi
toml 0.10.2 pypi_0 pypi
tomli 2.0.1 pypi_0 pypi
toolz 0.12.0 pypi_0 pypi
torch 2.0.0 pypi_0 pypi
torchaudio 2.0.0 py38_cpu pytorch
torchvision 0.15.1 pypi_0 pypi
tornado 6.2 pypi_0 pypi
tqdm 4.65.0 pypi_0 pypi
transformers 4.27.2 pypi_0 pypi
typing_extensions 4.4.0 py38haa95532_0 defaults
tzdata 2022.7 pypi_0 pypi
tzlocal 4.3 pypi_0 pypi
uc-micro-py 1.0.1 pypi_0 pypi
urllib3 1.25.11 py_0 defaults
uvicorn 0.21.1 pypi_0 pypi
validators 0.20.0 pypi_0 pypi
vc 14.2 h21ff451_1 defaults
virtualenv 20.19.0 pypi_0 pypi
virtualenv-clone 0.5.7 pypi_0 pypi
vs2015_runtime 14.27.29016 h5e58377_2 defaults
watchdog 3.0.0 pypi_0 pypi
websockets 10.4 pypi_0 pypi
werkzeug 2.2.2 py38haa95532_0 defaults
wheel 0.38.4 py38haa95532_0 defaults
win_inet_pton 1.1.0 py38haa95532_0 defaults
wincertstore 0.2 py38haa95532_2 defaults
windows-curses 2.3.1 pypi_0 pypi
wrapt 1.14.1 py38h2bbff1b_0 defaults
xz 5.2.10 h8cc25b3_1 defaults
yarl 1.8.1 py38h2bbff1b_0 defaults
zipp 3.11.0 py38haa95532_0 defaults
zlib 1.2.13 h8cc25b3_0 defaults
zstd 1.5.2 h19a0ad4_0 defaults
How to fix? Should I install cuda<=11.7?