hmmm I don’t see anything weird with my cuda versions of torch versions. Is the most recent one broken for you?
(automl-meta-learning) miranda9~/automl-meta-learning $ conda list
# packages in environment at /home/miranda9/miniconda3/envs/automl-meta-learning:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
absl-py                   0.11.0           py38h06a4308_0  
aiohttp                   3.7.2            py38h27cfd23_1  
anatome                   0.0.1                    pypi_0    pypi
async-timeout             3.0.1                    py38_0  
attrs                     20.3.0             pyhd3eb1b0_0  
beautifulsoup4            4.9.3              pyhb0f4dca_0  
blas                      1.0                         mkl  
blinker                   1.4                      py38_0  
brotlipy                  0.7.0           py38h27cfd23_1003  
bzip2                     1.0.8                h7b6447c_0  
c-ares                    1.17.1               h27cfd23_0  
ca-certificates           2020.10.14                    0  
cachetools                4.1.1                      py_0  
cairo                     1.14.12              h8948797_3  
certifi                   2020.11.8        py38h06a4308_0  
cffi                      1.14.0           py38h2e261b9_0  
chardet                   3.0.4           py38h06a4308_1003  
click                     7.1.2                      py_0  
conda                     4.9.2            py38h06a4308_0  
conda-build               3.20.5                   py38_1  
conda-package-handling    1.7.2            py38h03888b9_0  
cryptography              3.2.1            py38h3c74f83_1  
cudatoolkit               11.0.221             h6bb024c_0  
cycler                    0.10.0                   py38_0  
dataclasses               0.6                      pypi_0    pypi
dbus                      1.13.18              hb2f20db_0  
dill                      0.3.3              pyhd3eb1b0_0  
expat                     2.2.10               he6710b0_2  
filelock                  3.0.12                     py_0  
fontconfig                2.13.0               h9420a91_0  
freetype                  2.10.4               h5ab3b9f_0  
fribidi                   1.0.10               h7b6447c_0  
future                    0.18.2                   pypi_0    pypi
glib                      2.63.1               h5a9c865_0  
glob2                     0.7                        py_0  
google-auth               1.23.0             pyhd3eb1b0_0  
google-auth-oauthlib      0.4.2              pyhd3eb1b0_2  
graphite2                 1.3.14               h23475e2_0  
graphviz                  2.40.1               h21bd128_2  
grpcio                    1.31.0           py38hf8bcb03_0  
gst-plugins-base          1.14.0               hbbd80ab_1  
gstreamer                 1.14.0               hb31296c_0  
h5py                      3.1.0                    pypi_0    pypi
harfbuzz                  1.8.8                hffaf4a1_0  
higher                    0.2.1                    pypi_0    pypi
icu                       58.2                 he6710b0_3  
idna                      2.10                       py_0  
importlib-metadata        2.0.0                      py_1  
intel-openmp              2020.2                      254  
jinja2                    2.11.2                     py_0  
joblib                    0.17.0                     py_0  
jpeg                      9b                   h024ee3a_2  
kiwisolver                1.3.0            py38h2531618_0  
lcms2                     2.11                 h396b838_0  
ld_impl_linux-64          2.33.1               h53a641e_7  
libarchive                3.4.2                h62408e4_0  
libedit                   3.1.20191231         h14c3975_1  
libffi                    3.2.1             hf484d3e_1007  
libgcc-ng                 9.1.0                hdf63c60_0  
libgfortran-ng            7.3.0                hdf63c60_0  
liblief                   0.10.1               he6710b0_0  
libpng                    1.6.37               hbc83047_0  
libprotobuf               3.13.0.1             hd408876_0  
libstdcxx-ng              9.1.0                hdf63c60_0  
libtiff                   4.1.0                h2733197_1  
libuuid                   1.0.3                h1bed415_2  
libuv                     1.40.0               h7b6447c_0  
libxcb                    1.14                 h7b6447c_0  
libxml2                   2.9.10               hb55368b_3  
lz4-c                     1.9.2                heb0550a_3  
markdown                  3.3.3            py38h06a4308_0  
markupsafe                1.1.1            py38h7b6447c_0  
matplotlib                3.3.2                         0  
matplotlib-base           3.3.2            py38h817c723_0  
mkl                       2020.2                      256  
mkl-service               2.3.0            py38he904b0f_0  
mkl_fft                   1.2.0            py38h23d657b_0  
mkl_random                1.1.1            py38h0573a6f_0  
multidict                 4.7.6            py38h7b6447c_1  
ncurses                   6.2                  he6710b0_1  
ninja                     1.10.2           py38hff7bd54_0  
numpy                     1.19.2           py38h54aff64_0  
numpy-base                1.19.2           py38hfa32c7d_0  
oauthlib                  3.1.0                      py_0  
olefile                   0.46                       py_0  
openssl                   1.1.1h               h7b6447c_0  
ordered-set               4.0.2                    pypi_0    pypi
pandas                    1.1.3            py38he6710b0_0  
pango                     1.42.4               h049681c_0  
patchelf                  0.12                 he6710b0_0  
pcre                      8.44                 he6710b0_0  
pillow                    8.0.1            py38he98fc37_0  
pip                       20.3             py38h06a4308_0  
pixman                    0.40.0               h7b6447c_0  
pkginfo                   1.6.1            py38h06a4308_0  
protobuf                  3.13.0.1         py38he6710b0_1  
psutil                    5.7.2            py38h7b6447c_0  
py-lief                   0.10.1           py38h403a769_0  
pyasn1                    0.4.8                      py_0  
pyasn1-modules            0.2.8                      py_0  
pycosat                   0.6.3            py38h7b6447c_1  
pycparser                 2.20                       py_2  
pyjwt                     1.7.1                    py38_0  
pyopenssl                 20.0.0             pyhd3eb1b0_1  
pyparsing                 2.4.7                      py_0  
pyqt                      5.9.2            py38h05f1152_4  
pysocks                   1.7.1            py38h06a4308_0  
python                    3.8.2                hcf32534_0  
python-dateutil           2.8.1                      py_0  
python-libarchive-c       2.9                        py_0  
pytorch                   1.7.0           py3.8_cuda11.0.221_cudnn8.0.3_0    pytorch
pytz                      2020.4             pyhd3eb1b0_0  
pyyaml                    5.3.1            py38h7b6447c_1  
qt                        5.9.7                h5867ecd_1  
readline                  8.0                  h7b6447c_0  
requests                  2.25.0             pyhd3eb1b0_0  
requests-oauthlib         1.3.0                      py_0  
ripgrep                   12.1.1                        0  
rsa                       4.6                        py_0  
ruamel_yaml               0.15.87          py38h7b6447c_1  
scikit-learn              0.23.2           py38h0573a6f_0  
scipy                     1.5.2            py38h0b6359f_0  
setuptools                50.3.1           py38h06a4308_1  
sip                       4.19.13          py38he6710b0_0  
six                       1.15.0           py38h06a4308_0  
soupsieve                 2.0.1                      py_0  
sqlite                    3.33.0               h62c20be_0  
tensorboard               2.3.0              pyh4dce500_0  
tensorboard-plugin-wit    1.6.0                      py_0  
threadpoolctl             2.1.0              pyh5ca1d4c_0  
tk                        8.6.10               hbc83047_0  
torchaudio                0.7.0                      py38    pytorch
torchmeta                 1.6.1                    pypi_0    pypi
torchvision               0.8.1                py38_cu110    pytorch
tornado                   6.0.4            py38h7b6447c_1  
tqdm                      4.54.0                   pypi_0    pypi
typing-extensions         3.7.4.3                       0  
typing_extensions         3.7.4.3                    py_0  
urllib3                   1.26.2                   pypi_0    pypi
werkzeug                  1.0.1                      py_0  
wheel                     0.35.1             pyhd3eb1b0_0  
xz                        5.2.5                h7b6447c_0  
yaml                      0.2.5                h7b6447c_0  
yarl                      1.5.1            py38h7b6447c_0  
zipp                      3.4.0              pyhd3eb1b0_0  
zlib                      1.2.11               h7b6447c_3  
zstd                      1.4.5                h9ceee32_0