GTX3080, torch.cuda.is_available always returns false

allrobot: <p><code>https://pytorch.org/get-started/locally/</code> I follow the official website to install:</p>
<pre data-code-wrap="CONSOLE"><code class="lang-plaintext">conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia
</code></pre>
<p>pycharm verify cuda:</p>
<pre data-code-wrap="PYTHON"><code class="lang-plaintext">import torch
print(torch.cuda.is_available())
</code></pre>
<p>But it print <code>False</code><br>
<code>nvidia-smi</code> return</p>
<pre data-code-wrap="CONSOLE"><code class="lang-plaintext">(python38) C:\Users\li&gt;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      |
+-----------------------------------------------------------------------------+
</code></pre>
<p><code>python -m torch.utils.collect_env</code> print：</p>
<pre data-code-wrap="CONSOLE"><code class="lang-plaintext">(python38) C:\Users\li&gt;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
</code></pre>
<p>conda list:</p>
<pre data-code-wrap="CONSOLE"><code class="lang-plaintext">(python38) C:\Users\li&gt;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
</code></pre>
<p>How to fix? Should I install cuda&lt;=11.7?</p>

allrobot: <aside class="onebox githubissue" data-onebox-src="https://github.com/pytorch/pytorch/issues/51858#issuecomment-1030378366">
  <header class="source">

      <a href="https://github.com/pytorch/pytorch/issues/51858#issuecomment-1030378366" target="_blank" rel="noopener nofollow ugc">github.com/pytorch/pytorch</a>
  </header>

  <article class="onebox-body">
    <div class="github-row">
  <div class="github-icon-container" title="Issue">
	  <svg width="60" height="60" class="github-icon" viewbox="0 0 14 16" aria-hidden="true"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg>
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    <h4>
      <a href="https://github.com/pytorch/pytorch/issues/51858#issuecomment-1030378366" target="_blank" rel="noopener nofollow ugc">torch.cuda.is_available() returns False</a>
    </h4>

    <div class="github-info">
      <div class="date">
        opened <span class="discourse-local-date" data-format="ll" data-date="2021-02-07" data-time="12:29:07" data-timezone="UTC">12:29PM - 07 Feb 21 UTC</span>
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        <div class="date">
          closed <span class="discourse-local-date" data-format="ll" data-date="2021-02-09" data-time="03:47:12" data-timezone="UTC">03:47AM - 09 Feb 21 UTC</span>
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          SimplyLucKey
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        <span style="display:inline-block;margin-top:2px;background-color: #B8B8B8;padding: 2px;border-radius: 4px;color: #fff;margin-left: 3px;">
          oncall: binaries
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          module: windows
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          module: cuda
        </span>
        <span style="display:inline-block;margin-top:2px;background-color: #B8B8B8;padding: 2px;border-radius: 4px;color: #fff;margin-left: 3px;">
          triaged
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  <div class="github-row">
    <p class="github-body-container">I have GTX 1050ti on laptop and when I run `torch.cuda.is_available()` it return<span class="show-more-container"><a href="" rel="noopener" class="show-more">…</a></span><span class="excerpt hidden">s `False`.

`nvcc --version`
```
C:\WINDOWS\system32&gt;nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2020 NVIDIA Corporation
Built on Thu_Jun_11_22:26:48_Pacific_Daylight_Time_2020
Cuda compilation tools, release 11.0, V11.0.194
Build cuda_11.0_bu.relgpu_drvr445TC445_37.28540450_0
```


My `nvidia-smi`

```
Sun Feb  7 04:16:50 2021       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 461.40       Driver Version: 461.40       CUDA Version: 11.2     |
|-------------------------------+----------------------+----------------------+
| 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  GeForce GTX 105... WDDM  | 00000000:01:00.0 Off |                  N/A |
| N/A   41C    P8    N/A /  N/A |     78MiB /  4096MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
                                                                               
+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+
```


I have installed pytorch using both anaconda virtual env and going to the pytorch website and selecting CUDA version 11.0. 

cc @ezyang @seemethere @malfet @walterddr @ngimel @peterjc123 @maxluk @nbcsm @guyang3532 @gunandrose4u @mszhanyi @skyline75489</span></p>
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<p>I use <code>pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchaudio==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu117</code> solved question.</p>