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Should this package run with the same associated cudatoolkit version #48

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hmaarrfk opened this issue Nov 13, 2021 · 2 comments
Open

Should this package run with the same associated cudatoolkit version #48

hmaarrfk opened this issue Nov 13, 2021 · 2 comments

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@hmaarrfk
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Issue:
Upon activiating my environment, I get the following warning:

$ conda activate tf_gpu
Version of installed CUDA didn't match package

Should this package depend, or run_constraint on the same version of cudatoolkit?


Environment (conda list): 
$ mamba list | grep cuda
cudatoolkit               11.3.1               ha36c431_9    conda-forge
cudatoolkit-dev           11.4.0           py39h3811e60_2    conda-forge

$ mamba list
# packages in environment at /home/mark/miniforge3/envs/tf_gpu:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       1_gnu    conda-forge
_sysroot_linux-64_curr_repodata_hack 3                   h5bd9786_13    conda-forge
abseil-cpp                20210324.2           h9c3ff4c_0    conda-forge
absl-py                   0.15.0             pyhd8ed1ab_0    conda-forge
aiohttp                   3.7.4.post0      py39h3811e60_1    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
alsa-lib                  1.2.3                h516909a_0    conda-forge
aom                       3.2.0                h9c3ff4c_2    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
astunparse                1.6.3              pyhd8ed1ab_0    conda-forge
async-timeout             3.0.1                   py_1000    conda-forge
attr                      2.4.48               h516909a_0    conda-forge
attrs                     21.2.0             pyhd8ed1ab_0    conda-forge
babel                     2.9.1              pyh44b312d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.10.0             pyha770c72_0    conda-forge
binutils                  2.36.1               hdd6e379_2    conda-forge
binutils_impl_linux-64    2.36.1               h193b22a_2    conda-forge
binutils_linux-64         2.36                 hf3e587d_1    conda-forge
blinker                   1.4                        py_1    conda-forge
blosc                     1.21.0               he05e8a1_1    ramonaoptics
bokeh                     2.3.3            py39hf3d152e_0    conda-forge
boost                     1.74.0           py39h5472131_4    conda-forge
boost-cpp                 1.74.0               h312852a_4    conda-forge
breathe                   4.31.0             pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h7f98852_6    conda-forge
brotli-bin                1.0.9                h7f98852_6    conda-forge
brotlipy                  0.7.0           py39h3811e60_1003    conda-forge
brunsli                   0.1                  h9c3ff4c_0    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.18.1               h7f98852_0    conda-forge
c-blosc2                  2.0.4                h5f21a17_1    conda-forge
c-compiler                1.3.0                h7f98852_0    conda-forge
ca-certificates           2021.10.8            ha878542_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                4.2.4              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            h6cf1ce9_1008    conda-forge
certifi                   2021.10.8        py39hf3d152e_1    conda-forge
cffi                      1.14.6           py39he32792d_0    conda-forge
cfitsio                   4.0.0                h9a35b8e_0    conda-forge
cftime                    1.5.1.1          py39hce5d2b2_1    conda-forge
chardet                   4.0.0            py39hf3d152e_2    conda-forge
charls                    2.2.0                h9c3ff4c_0    conda-forge
charset-normalizer        2.0.0              pyhd8ed1ab_0    conda-forge
click                     8.0.3            py39hf3d152e_1    conda-forge
click-default-group       1.2.2              pyhd8ed1ab_1    conda-forge
cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
coincbc                   2.10.5               hcee13e7_1    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
commonmark                0.9.1                      py_0    conda-forge
compilers                 1.3.0                ha770c72_0    conda-forge
cryptography              35.0.0           py39h95dcef6_2    conda-forge
cudatoolkit               11.3.1               ha36c431_9    conda-forge
cudatoolkit-dev           11.4.0           py39h3811e60_2    conda-forge
cudnn                     8.2.1.32             h86fa8c9_0    conda-forge
curl                      7.80.0               h2574ce0_0    conda-forge
cxx-compiler              1.3.0                h4bd325d_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cython                    0.29.24          py39he80948d_1    conda-forge
cytoolz                   0.11.2           py39h3811e60_1    conda-forge
dask                      2021.11.1          pyhd8ed1ab_0    conda-forge
dask-core                 2021.11.1          pyhd8ed1ab_0    conda-forge
dataclasses               0.8                pyhc8e2a94_3    conda-forge
dbus                      1.13.6               h48d8840_2    conda-forge
decorator                 4.4.2                      py_0    conda-forge
deeplabcut                2.2.0.2                   dev_0    <develop>
desktop-app               0.2.8           py39he80948d_100    ramonaoptics
distlib                   0.3.3              pyhd8ed1ab_0    conda-forge
distributed               2021.11.1        py39hf3d152e_0    conda-forge
docutils                  0.17.1           py39hf3d152e_0    conda-forge
doxygen                   1.9.1                hb166930_1    conda-forge
enblend                   4.3             pl5321h512ac75_6    conda-forge
execnet                   1.9.0              pyhd8ed1ab_0    conda-forge
exiftool                  12.30           pl5321ha770c72_1    conda-forge
exiv2                     0.27.1               had08079_0    conda-forge
expat                     2.4.1                h9c3ff4c_0    conda-forge
ffmpeg                    4.4.1                h6987444_0    conda-forge
fftw                      3.3.10          nompi_h74d3f13_101    conda-forge
filelock                  3.3.2              pyhd8ed1ab_0    conda-forge
filterpy                  1.4.5                      py_1    conda-forge
flake8                    4.0.1              pyhd8ed1ab_1    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.13.1            hba837de_1005    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fortran-compiler          1.3.0                h1990efc_0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
freetype-py               2.2.0              pyh9f0ad1d_0    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
fsspec                    2021.11.0          pyhd8ed1ab_0    conda-forge
ftd2xx                    1.1.2            py39hf3d152e_2    conda-forge
future                    0.18.2           py39hf3d152e_4    conda-forge
gast                      0.4.0              pyh9f0ad1d_0    conda-forge
gcc                       9.4.0                h192d537_1    conda-forge
gcc_impl_linux-64         9.4.0               h03d3576_11    conda-forge
gcc_linux-64              9.4.0                h391b98a_1    conda-forge
gdown                     4.2.0              pyhd8ed1ab_0    conda-forge
geos                      3.10.0               h9c3ff4c_0    conda-forge
gettext                   0.19.8.1          h0b5b191_1005    conda-forge
gfortran                  9.4.0                h2018a41_1    conda-forge
gfortran_impl_linux-64    9.4.0               h0003116_11    conda-forge
gfortran_linux-64         9.4.0                hf0ab688_1    conda-forge
giflib                    5.2.1                h36c2ea0_2    conda-forge
glew                      2.1.0                h9c3ff4c_2    conda-forge
glib                      2.68.4               h9c3ff4c_0    conda-forge
glib-tools                2.68.4               h9c3ff4c_0    conda-forge
glpk                      4.65              h9202a9a_1004    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
gnutls                    3.6.13               h85f3911_1    conda-forge
google-auth               2.3.3              pyh6c4a22f_0    conda-forge
google-auth-oauthlib      0.4.6              pyhd8ed1ab_0    conda-forge
google-pasta              0.2.0              pyh8c360ce_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
grpc-cpp                  1.39.1               h850795e_1    conda-forge
grpcio                    1.39.0           py39hff7568b_0    conda-forge
gsl                       2.7                  he838d99_0    conda-forge
gst-plugins-base          1.18.5               hf529b03_0    conda-forge
gstreamer                 1.18.5               h76c114f_0    conda-forge
gxx                       9.4.0                h192d537_1    conda-forge
gxx_impl_linux-64         9.4.0               h03d3576_11    conda-forge
gxx_linux-64              9.4.0                h0316aca_1    conda-forge
h5py                      3.1.0           nompi_py39h25020de_100    conda-forge
harfbuzz                  2.9.1                h83ec7ef_1    conda-forge
hdf4                      4.2.15               h10796ff_3    conda-forge
hdf5                      1.10.6          nompi_h6a2412b_1114    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
hsluv                     5.0.2              pyh44b312d_0    conda-forge
hugin-base                2020.0.0        py39pl5321h63a8b30_3    conda-forge
icu                       68.2                 h9c3ff4c_0    conda-forge
idna                      3.1                pyhd3deb0d_0    conda-forge
ilmbase                   2.5.5                h780b84a_0    conda-forge
imagecodecs               2021.8.26        py39h571908b_2    conda-forge
imageio                   2.9.0                      py_0    conda-forge
imageio-ffmpeg            0.4.5              pyhd8ed1ab_0    conda-forge
imagesize                 1.3.0              pyhd8ed1ab_0    conda-forge
imgaug                    0.4.0                      py_1    conda-forge
importlib-metadata        4.2.0            py39hf3d152e_0    conda-forge
importlib_metadata        4.2.0                hd8ed1ab_0    conda-forge
incremental               21.3.0             pyhd8ed1ab_0    conda-forge
iniconfig                 1.1.1              pyh9f0ad1d_0    conda-forge
ipython                   7.29.0           py39hef51801_1    conda-forge
jasper                    1.900.1           h07fcdf6_1006    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.0           py39hf3d152e_3    conda-forge
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h36c2ea0_0    conda-forge
json_tricks               3.15.5             pyhd8ed1ab_0    conda-forge
jxrlib                    1.1                  h7f98852_2    conda-forge
keras                     2.6.0              pyhd8ed1ab_0    conda-forge
keras-preprocessing       1.1.2              pyhd8ed1ab_0    conda-forge
kernel-headers_linux-64   3.10.0              h4a8ded7_13    conda-forge
kiwisolver                1.3.2            py39h1a9c180_1    conda-forge
krb5                      1.19.2               hcc1bbae_3    conda-forge
lame                      3.100             h7f98852_1001    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lemon                     1.3.1                he9d42e9_3    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libaec                    1.0.6                h9c3ff4c_0    conda-forge
libaio                    0.3.112              h7f98852_1    conda-forge
libblas                   3.9.0           12_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h7f98852_6    conda-forge
libbrotlidec              1.0.9                h7f98852_6    conda-forge
libbrotlienc              1.0.9                h7f98852_6    conda-forge
libcap                    2.51                 h7f98852_0    conda-forge
libcblas                  3.9.0           12_linux64_openblas    conda-forge
libclang                  11.1.0          default_ha53f305_1    conda-forge
libcurl                   7.80.0               h2574ce0_0    conda-forge
libdeflate                1.8                  h7f98852_0    conda-forge
libdrm                    2.4.108              h7f98852_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               h9b69904_4    conda-forge
libffi                    3.3                  h58526e2_2    conda-forge
libgcc-devel_linux-64     9.4.0               hd854feb_11    conda-forge
libgcc-ng                 11.2.0              h1d223b6_11    conda-forge
libgfortran-ng            11.2.0              h69a702a_11    conda-forge
libgfortran5              11.2.0              h5c6108e_11    conda-forge
libglib                   2.68.4               h3e27bee_0    conda-forge
libglu                    9.0.0             he1b5a44_1001    conda-forge
libgomp                   11.2.0              h1d223b6_11    conda-forge
libhugetlbfs              2.23                 h9bf148f_0    ramonaoptics
libiconv                  1.16                 h516909a_0    conda-forge
liblapack                 3.9.0           12_linux64_openblas    conda-forge
liblapacke                3.9.0           12_linux64_openblas    conda-forge
libllvm11                 11.1.0               hf817b99_2    conda-forge
libnetcdf                 4.8.1           nompi_hcd642e3_100    conda-forge
libnghttp2                1.43.0               h812cca2_1    conda-forge
libnl                     3.5.0                h7f98852_0    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.18          pthreads_h8fe5266_0    conda-forge
libopencv                 4.5.3            py39h70bf20d_1    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpano13                 2.9.20rc2       pl5321h8a4c61d_2    conda-forge
libpciaccess              0.16                 h516909a_0    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libpq                     13.3               h7e1c00e_100    ramonaoptics
libprotobuf               3.16.0               h780b84a_0    conda-forge
libqdma                   2020.2.1             h7f98852_4    ramonaoptics
libqdmactl                0.1.0                h9bf148f_0    ramonaoptics
libsanitizer              9.4.0               h79bfe98_11    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libssh2                   1.10.0               ha56f1ee_2    conda-forge
libstdcxx-devel_linux-64  9.4.0               hd854feb_11    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_11    conda-forge
libtiff                   4.3.0                h6f004c6_2    conda-forge
libusb-compat             0.1.12               hf484d3e_0    ramonaoptics
libuuid                   2.32.1            h7f98852_1000    conda-forge
libva                     2.13.0               h7f98852_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libvpx                    1.11.0               h9c3ff4c_3    conda-forge
libwebp-base              1.2.1                h7f98852_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.12               h72842e0_0    conda-forge
libxslt                   1.1.33               h15afd5d_2    conda-forge
libzip                    1.8.0                h4de3113_1    conda-forge
libzlib                   1.2.11            h36c2ea0_1013    conda-forge
libzopfli                 1.0.3                h9c3ff4c_0    conda-forge
llvmlite                  0.37.0           py39h1bbdace_0    conda-forge
locket                    0.2.0                      py_2    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
lzo                       2.10              h516909a_1000    conda-forge
markdown                  3.3.4              pyhd8ed1ab_0    conda-forge
markupsafe                2.0.1            py39h3811e60_1    conda-forge
matplotlib                3.4.3            py39hf3d152e_1    conda-forge
matplotlib-base           3.4.3            py39h2fa2bec_1    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mcam_sdk                  0.10.3               h3fd9d12_1    ramonaoptics
mccabe                    0.6.1                      py_1    conda-forge
mesalib                   18.3.1               h590aaf7_0    conda-forge
mock                      4.0.3            py39hf3d152e_2    conda-forge
more-itertools            8.11.0             pyhd8ed1ab_0    conda-forge
moviepy                   1.0.1                      py_0    conda-forge
msgpack-numpy             0.4.7.1            pyh9f0ad1d_0    conda-forge
msgpack-python            1.0.2            py39h1a9c180_2    conda-forge
multidict                 5.2.0            py39h3811e60_1    conda-forge
multiuserfilelock         0.0.3                      py_0    ramonaoptics
mysql-common              8.0.27               ha770c72_1    conda-forge
mysql-libs                8.0.27               hfa10184_1    conda-forge
nccl                      2.11.4.1             hdc17891_0    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
netcdf4                   1.5.7           nompi_py39hd2e3950_101    conda-forge
nettle                    3.6                  he412f7d_0    conda-forge
networkx                  2.6.3              pyhd8ed1ab_1    conda-forge
nspr                      4.32                 h9c3ff4c_1    conda-forge
nss                       3.71                 hb5efdd6_0    conda-forge
numba                     0.54.1           py39h56b8d98_0    conda-forge
numexpr                   2.7.3            py39hde0f152_1    conda-forge
numpy                     1.19.5           py39hdbf815f_2    conda-forge
nvcc_linux-64             11.2                h309498c_15    conda-forge
oauthlib                  3.1.1              pyhd8ed1ab_0    conda-forge
ocl-icd                   2.3.1                h7f98852_0    conda-forge
ocl-icd-system            1.0.0                         1    conda-forge
olefile                   0.46               pyh9f0ad1d_1    conda-forge
opencv                    4.5.3            py39hf3d152e_1    conda-forge
openexr                   2.5.5                hf817b99_0    conda-forge
openh264                  2.1.1                h780b84a_0    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1l               h7f98852_0    conda-forge
opt_einsum                3.3.0              pyhd8ed1ab_1    conda-forge
owl                       0.16.28+58.g2d9ba5a4.dirty           dev_0    <develop>
packaging                 21.0               pyhd8ed1ab_0    conda-forge
pandas                    1.3.4            py39hde0f152_1    conda-forge
pango                     1.48.10              hb8ff022_1    conda-forge
parso                     0.8.2              pyhd8ed1ab_0    conda-forge
partd                     1.2.0              pyhd8ed1ab_0    conda-forge
patsy                     0.5.2              pyhd8ed1ab_0    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
perl                      5.32.1          1_h7f98852_perl5    conda-forge
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5           py39hde42818_1002    conda-forge
pillow                    8.4.0            py39ha612740_0    conda-forge
pip                       21.3.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pluggy                    1.0.0            py39hf3d152e_2    conda-forge
pooch                     1.5.2              pyhd8ed1ab_0    conda-forge
proglog                   0.1.9                      py_0    conda-forge
prompt-toolkit            3.0.22             pyha770c72_0    conda-forge
protobuf                  3.16.0           py39he80948d_0    conda-forge
psutil                    5.8.0            py39h3811e60_2    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
py                        1.11.0             pyh6c4a22f_0    conda-forge
py-opencv                 4.5.3            py39hef51801_1    conda-forge
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pycodestyle               2.8.0              pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyflakes                  2.4.0              pyhd8ed1ab_0    conda-forge
pygments                  2.10.0             pyhd8ed1ab_0    conda-forge
pyilluminate              0.6.11             pyhd8ed1ab_0    ramonaoptics
pyjwt                     2.3.0              pyhd8ed1ab_0    conda-forge
pyopenssl                 21.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.5              pyhd8ed1ab_0    conda-forge
pyqt                      5.12.3           py39hf3d152e_8    conda-forge
pyqt-impl                 5.12.3           py39hde8b62d_8    conda-forge
pyqt5-sip                 4.19.18          py39he80948d_8    conda-forge
pyqtchart                 5.12             py39h0fcd23e_8    conda-forge
pyqtgraph                 0.12.3             pyhd8ed1ab_0    conda-forge
pyqtwebengine             5.12.1           py39h0fcd23e_8    conda-forge
pyserial                  3.5                pyhd8ed1ab_0    conda-forge
pyside2                   5.13.2           py39h363ec45_4    conda-forge
pysocks                   1.7.1            py39hf3d152e_4    conda-forge
pytables                  3.6.1            py39hf6dc253_3    conda-forge
pytest                    6.2.5            py39hf3d152e_1    conda-forge
pytest-env                0.6.2                      py_0    conda-forge
pytest-forked             1.3.0              pyhd3deb0d_0    conda-forge
pytest-qt                 4.0.2              pyhd8ed1ab_0    conda-forge
pytest-timeout            2.0.1              pyhd8ed1ab_0    conda-forge
pytest-xdist              2.4.0              pyhd8ed1ab_0    conda-forge
python                    3.9.6              h7c244ba_103    ramonaoptics
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-flatbuffers        1.12               pyhd8ed1ab_1    conda-forge
python-prctl              1.8.1            py39h9bf148f_0    ramonaoptics
python-xxhash             2.0.2            py39h3811e60_1    conda-forge
python_abi                3.9                      2_cp39    conda-forge
pytz                      2021.3             pyhd8ed1ab_0    conda-forge
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pywavelets                1.2.0            py39hce5d2b2_0    conda-forge
pyyaml                    6.0              py39h3811e60_3    conda-forge
pyzmq                     22.3.0           py39h37b5a0c_1    conda-forge
qdarkstyle                3.0.2              pyhd8ed1ab_0    conda-forge
qdma                      0.8.30           py39h9bf148f_0    ramonaoptics
qt                        5.12.9               hda022c4_4    conda-forge
qtpy                      1.11.2             pyhd8ed1ab_0    conda-forge
qtpy-uic                  2.0.5              pyhd8ed1ab_0    conda-forge
rclone                    1.57.0               h519d9b9_0    conda-forge
re2                       2021.09.01           h9c3ff4c_0    conda-forge
recommonmark              0.7.1              pyhd8ed1ab_0    conda-forge
requests                  2.26.0             pyhd8ed1ab_0    conda-forge
requests-oauthlib         1.3.0              pyh9f0ad1d_0    conda-forge
rsa                       4.7.2              pyh44b312d_0    conda-forge
ruamel.yaml               0.17.17          py39h3811e60_0    conda-forge
ruamel.yaml.clib          0.2.2            py39h3811e60_2    conda-forge
rx                        3.2.0              pyhd8ed1ab_0    conda-forge
scikit-image              0.18.3           py39hde0f152_0    conda-forge
scikit-learn              1.0.1            py39h7c5d8c9_1    conda-forge
scipy                     1.7.2            py39hee8e79c_0    conda-forge
sed                       4.8                  he412f7d_0    conda-forge
setuptools                58.5.3           py39hf3d152e_0    conda-forge
setuptools-scm            6.3.2              pyhd8ed1ab_0    conda-forge
shapely                   1.8.0            py39hc7dd4e9_2    conda-forge
six                       1.15.0             pyh9f0ad1d_0    conda-forge
snappy                    1.1.8                he1b5a44_3    conda-forge
snowballstemmer           2.1.0              pyhd8ed1ab_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3                pyhd8ed1ab_0    conda-forge
sphinx                    4.3.0              pyh6c4a22f_0    conda-forge
sphinx-copybutton         0.4.0              pyhd8ed1ab_0    conda-forge
sphinx_rtd_theme          1.0.0              pyhd8ed1ab_0    conda-forge
sphinxcontrib-applehelp   1.0.2                      py_0    conda-forge
sphinxcontrib-devhelp     1.0.2                      py_0    conda-forge
sphinxcontrib-htmlhelp    2.0.0              pyhd8ed1ab_0    conda-forge
sphinxcontrib-jsmath      1.0.1                      py_0    conda-forge
sphinxcontrib-programoutput 0.16               pyh9f0ad1d_0    conda-forge
sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
sphinxcontrib-serializinghtml 1.1.5              pyhd8ed1ab_0    conda-forge
sqlite                    3.36.0             h495f6a3_100    ramonaoptics
statsmodels               0.13.0           py39hce5d2b2_1    conda-forge
svt-av1                   0.8.7                h9c3ff4c_1    conda-forge
swig                      4.0.2                hd3c618e_2    conda-forge
sysroot_linux-64          2.17                h4a8ded7_13    conda-forge
tabulate                  0.8.9              pyhd8ed1ab_0    conda-forge
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
teensy_loader_cli         2.1.3                h7f98852_0    conda-forge
teensytoany               0.0.26             pyhd8ed1ab_0    conda-forge
tensorboard               2.7.0              pyhd8ed1ab_0    conda-forge
tensorboard-data-server   0.6.0            py39h95dcef6_1    conda-forge
tensorboard-plugin-wit    1.8.0              pyh44b312d_0    conda-forge
tensorflow                2.6.0           cuda112h9dc3950_1    ramonaoptics
tensorflow-base           2.6.0           cuda112py39h0b4cdfd_1    ramonaoptics
tensorflow-estimator      2.6.0           cuda112py39heacc632_1    ramonaoptics
tensorpack                0.11                       py_0    ramonaoptics
termcolor                 1.1.0                      py_2    conda-forge
tf_slim                   1.1.0              pyhd3deb0d_1    conda-forge
threadpoolctl             3.0.0              pyh8a188c0_0    conda-forge
tifffile                  2021.11.2          pyhd8ed1ab_0    conda-forge
tk                        8.6.11               h27826a3_1    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     1.2.2              pyhd8ed1ab_0    conda-forge
toolz                     0.11.2             pyhd8ed1ab_0    conda-forge
tornado                   6.1              py39h3811e60_2    conda-forge
towncrier                 21.3.0             pyhd8ed1ab_0    conda-forge
tqdm                      4.62.3             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
typing-extensions         3.7.4.3                       0    conda-forge
typing_extensions         3.7.4.3                    py_0    conda-forge
tzdata                    2021e                he74cb21_0    conda-forge
urllib3                   1.26.7             pyhd8ed1ab_0    conda-forge
vigra                     1.11.1          py39h86144be_1023    conda-forge
vispy                     0.9.3            py39h7c34278_1    conda-forge
wabisabi                  0.2.8                      py_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
werkzeug                  2.0.1              pyhd8ed1ab_0    conda-forge
wheel                     0.37.0             pyhd8ed1ab_1    conda-forge
wrapt                     1.12.1           py39h3811e60_3    conda-forge
x264                      1!161.3030           h7f98852_1    conda-forge
x265                      3.5                  h4bd325d_1    conda-forge
xarray                    0.20.1             pyhd8ed1ab_0    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.2                h7f98852_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xxhash                    0.8.0                h7f98852_3    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
yarl                      1.7.2            py39h3811e60_1    conda-forge
zaber-motion              2.6.1            py39h73cf614_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zfp                       0.5.5                h9c3ff4c_7    conda-forge
zict                      2.0.0                      py_0    conda-forge
zipp                      3.6.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h36c2ea0_1013    conda-forge
zstd                      1.5.0                ha95c52a_0    conda-forge

Details about conda and system ( conda info ): 
$ conda info

     active environment : tf_gpu
    active env location : /home/mark/miniforge3/envs/tf_gpu
            shell level : 2
       user config file : /home/mark/.condarc
 populated config files : /home/mark/miniforge3/.condarc
                          /home/mark/.condarc
          conda version : 4.10.3
    conda-build version : 3.21.6
         python version : 3.9.4.final.0
       virtual packages : __cuda=11.4=0
                          __linux=5.11.0=0
                          __glibc=2.31=0
                          __unix=0=0
                          __archspec=1=x86_64
       base environment : /home/mark/miniforge3  (writable)
      conda av data dir : /home/mark/miniforge3/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/t/<TOKEN>/ramonaoptics/linux-64
                          https://conda.anaconda.org/t/<TOKEN>/ramonaoptics/noarch
                          https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
          package cache : /home/mark/miniforge3/pkgs
                          /home/mark/.conda/pkgs
       envs directories : /home/mark/miniforge3/envs
                          /home/mark/.conda/envs
               platform : linux-64
             user-agent : conda/4.10.3 requests/2.26.0 CPython/3.9.4 Linux/5.11.0-40-generic ubuntu/20.04.3 glibc/2.31
                UID:GID : 1001:1001
             netrc file : None
           offline mode : False
@xmnlab
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xmnlab commented Nov 14, 2021

@hmaarrfk thanks for providing all this information. one question: how do you install cudatoolkit-dev?

@hmaarrfk
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mamba install cudatoolkit=11.3
mamba install cudatoolkit-dev
# You now have cudatoolkit-dev 11.4 with cudatoolkit 11.3

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