Hello!
I used my GTX1060 with cudatoolkit 10 on linux and it was working fine, but after I switched to RTX3070 with the same conda environment as for 1060 it was showing me that GPU is available but my DNN wasn’t leaning. I tried to use new environment with cudatoolkit 11, but now it is showing “cuda is not currently available!” Can you help me with my environment and what version of pytorch currently supports RTX3070?
Here is my new environment package list:
# packages in environment at /home/alex/anaconda3/envs/test:
#
# Name Version Build Channel
_libgcc_mutex 0.1 main
blas 1.0 mkl
ca-certificates 2021.1.19 h06a4308_0
certifi 2020.12.5 py37h06a4308_0
cloudpickle 1.6.0 py_0 anaconda
cudatoolkit 11.0.221 h6bb024c_0
cycler 0.10.0 py37_0 anaconda
cytoolz 0.11.0 py37h7b6447c_0 anaconda
dask-core 2.30.0 py_0 anaconda
decorator 4.4.2 py_0 anaconda
freetype 2.10.4 h5ab3b9f_0
imageio 2.9.0 py_0 anaconda
intel-openmp 2020.2 254
jpeg 9b h024ee3a_2
kiwisolver 1.2.0 py37hfd86e86_0 anaconda
lcms2 2.11 h396b838_0
ld_impl_linux-64 2.33.1 h53a641e_7
libedit 3.1.20191231 h14c3975_1
libffi 3.3 he6710b0_2
libgcc-ng 9.1.0 hdf63c60_0
libgfortran-ng 7.3.0 hdf63c60_0 anaconda
libpng 1.6.37 hbc83047_0
libstdcxx-ng 9.1.0 hdf63c60_0
libtiff 4.1.0 h2733197_1
libuv 1.40.0 h7b6447c_0
lz4-c 1.9.3 h2531618_0
matplotlib-base 3.3.1 py37h817c723_0 anaconda
mkl 2020.2 256
mkl-service 2.3.0 py37he8ac12f_0
mkl_fft 1.2.0 py37h23d657b_0
mkl_random 1.1.1 py37h0573a6f_0
ncurses 6.2 he6710b0_1
networkx 2.5 py_0 anaconda
ninja 1.10.2 py37hff7bd54_0
numpy 1.19.2 py37h54aff64_0
numpy-base 1.19.2 py37hfa32c7d_0
olefile 0.46 py37_0
openssl 1.1.1i h27cfd23_0
pillow 8.1.0 py37he98fc37_0
pip 20.3.3 py37h06a4308_0
pyparsing 2.4.7 py_0 anaconda
python 3.7.9 h7579374_0
python-dateutil 2.8.1 py_0 anaconda
python_abi 3.7 1_cp37m conda-forge
pytorch 1.7.1 py3.7_cuda11.0.221_cudnn8.0.5_0 pytorch
pywavelets 1.1.1 py37h7b6447c_2 anaconda
pyyaml 5.3.1 py37h7b6447c_1 anaconda
readline 8.0 h7b6447c_0
scikit-image 0.17.2 py37hdf5156a_0 anaconda
scipy 1.5.2 py37h0b6359f_0
setuptools 51.3.3 py37h06a4308_4
six 1.15.0 py37h06a4308_0
sqlite 3.33.0 h62c20be_0
tifffile 2020.10.1 py37hdd07704_2 anaconda
tk 8.6.10 hbc83047_0
toolz 0.11.1 py_0 anaconda
torchaudio 0.7.2 py37 pytorch
torchvision 0.8.2 py37_cu110 pytorch
tornado 6.0.4 py37h7b6447c_1 anaconda
tqdm 4.56.0 pyhd8ed1ab_0 conda-forge
typing_extensions 3.7.4.3 py_0
wheel 0.36.2 pyhd3eb1b0_0
xz 5.2.5 h7b6447c_0
yaml 0.2.5 h7b6447c_0 anaconda
zlib 1.2.11 h7b6447c_3
zstd 1.4.5 h9ceee32_0