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conda-forge / tensorflow-feedstock

A conda-smithy repository for tensorflow.
BSD 3-Clause "New" or "Revised" License
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Tensorflow 2.7 doesn't install in Docker because GPU is unavailable during image build #222

Closed devops-biacapital closed 2 years ago

devops-biacapital commented 2 years ago

Solution to issue cannot be found in the documentation.

Issue

Installing Tensorflow in Docker fails with the following error:

13:39:18 Solving environment: ...working... failed 13:39:18 [91m 13:39:18 LibMambaUnsatisfiableError: Encountered problems while solving: 13:39:18 - nothing provides __cuda needed by tensorflow-2.7.0-cuda102py310hcf4adbc_0

The same requirements.yml file installs well on bare metal

Installed packages

# packages in environment at /home/icebotari/anaconda3/envs/biaflow:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                  2_kmp_llvm    conda-forge
abseil-cpp                20210324.2           h9c3ff4c_0    conda-forge
absl-py                   1.0.0              pyhd8ed1ab_0    conda-forge
aiohttp                   3.8.1            py37h540881e_1    conda-forge
aiosignal                 1.2.0              pyhd8ed1ab_0    conda-forge
airflow                   2.2.4            py37h6dacc13_0    conda-forge
alembic                   1.7.7              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.3                h516909a_0    conda-forge
anyio                     3.5.0            py37h89c1867_0    conda-forge
anyjson                   0.3.3           pyhd8ed1ab_1004    conda-forge
apache-airflow            2.2.4            py37h89c1867_0    conda-forge
apache-airflow-providers-ftp 2.1.2              pyhd8ed1ab_0    conda-forge
apache-airflow-providers-http 2.1.2              pyhd8ed1ab_0    conda-forge
apache-airflow-providers-imap 2.2.3              pyhd8ed1ab_0    conda-forge
apache-airflow-providers-postgres 4.1.0              pyhd8ed1ab_0    conda-forge
apache-airflow-providers-slack 4.2.3              pyhd8ed1ab_0    conda-forge
apache-airflow-providers-sqlite 2.1.3              pyhd8ed1ab_0    conda-forge
apispec                   3.3.2                      py_0    conda-forge
argcomplete               2.0.0              pyhd8ed1ab_0    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0           py37h540881e_2    conda-forge
arrow                     1.2.2              pyhd8ed1ab_0    conda-forge
astunparse                1.6.3              pyhd8ed1ab_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    conda-forge
asynctest                 0.13.0                     py_0    conda-forge
atk-1.0                   2.36.0               h3371d22_4    conda-forge
attrs                     20.3.0             pyhd3deb0d_0    conda-forge
autopep8                  1.6.0              pyhd8ed1ab_1    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
backports.zoneinfo        0.2.1            py37h5e8e339_4    conda-forge
bcrypt                    3.2.0            py37h5e8e339_2    conda-forge
blas                      2.114                  openblas    conda-forge
blas-devel                3.9.0           14_linux64_openblas    conda-forge
blinker                   1.4                        py_1    conda-forge
boto3                     1.22.3             pyhd8ed1ab_0    conda-forge
botocore                  1.25.3             pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_7    conda-forge
brotli-bin                1.0.9                h166bdaf_7    conda-forge
brotlipy                  0.7.0           py37h540881e_1004    conda-forge
c-ares                    1.18.1               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
cachelib                  0.6.0              pyhd8ed1ab_0    conda-forge
cachetools                5.0.0              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            ha12eb4b_1010    conda-forge
cattrs                    1.10.0             pyhd8ed1ab_0    conda-forge
certifi                   2021.10.8        py37h89c1867_2    conda-forge
cffi                      1.15.0           py37h036bc23_0    conda-forge
chardet                   4.0.0            py37h89c1867_3    conda-forge
charset-normalizer        2.0.12             pyhd8ed1ab_0    conda-forge
click                     8.1.3            py37h89c1867_0    conda-forge
clickclick                1.2.2                      py_1    conda-forge
cloudpickle               2.0.0              pyhd8ed1ab_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
colorlog                  6.6.0            py37h89c1867_1    conda-forge
colour                    0.1.5                      py_0    conda-forge
commonmark                0.9.1                      py_0    conda-forge
configparser              5.2.0              pyhd8ed1ab_0    conda-forge
connexion                 2.13.1             pyhd8ed1ab_0    conda-forge
croniter                  1.3.4              pyhd8ed1ab_0    conda-forge
cryptography              36.0.2           py37h38fbfac_1    conda-forge
cudatoolkit               11.3.1              ha36c431_10    conda-forge
cudnn                     8.2.1.32             h86fa8c9_0    conda-forge
cupti                     11.3.1                        0  
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
cython                    0.29.28          py37hd23a5d3_2    conda-forge
dataclasses               0.8                pyhc8e2a94_3    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
deprecated                1.2.13             pyh6c4a22f_0    conda-forge
dill                      0.3.4              pyhd8ed1ab_0    conda-forge
diskcache                 5.4.0              pyhd8ed1ab_0    conda-forge
dnspython                 2.2.1              pyhd8ed1ab_0    conda-forge
docutils                  0.16             py37h89c1867_3    conda-forge
email-validator           1.2.0              pyhd8ed1ab_0    conda-forge
email_validator           1.2.0                hd8ed1ab_0    conda-forge
expat                     2.4.8                h27087fc_0    conda-forge
flask                     1.1.2              pyh9f0ad1d_0    conda-forge
flask-appbuilder          3.4.4              pyhd8ed1ab_1    conda-forge
flask-babel               2.0.0              pyh9f0ad1d_0    conda-forge
flask-bcrypt              0.7.1                      py_1    conda-forge
flask-caching             1.10.1             pyhd8ed1ab_0    conda-forge
flask-jwt-extended        3.25.1             pyhd8ed1ab_0    conda-forge
flask-login               0.4.1                      py_0    conda-forge
flask-openid              1.3.0              pyhd8ed1ab_0    conda-forge
flask-session             0.3.2              pyhd8ed1ab_0    conda-forge
flask-sqlalchemy          2.5.1              pyhd8ed1ab_0    conda-forge
flask-wtf                 0.14.3                     py_0    conda-forge
flatbuffers               1.12.1               h9c3ff4c_0    conda-forge
flit-core                 3.7.1              pyhd8ed1ab_0    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                2.14.0               h8e229c2_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.33.3           py37h540881e_0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
fribidi                   1.0.10               h36c2ea0_0    conda-forge
frozenlist                1.3.0            py37h540881e_1    conda-forge
funcsigs                  1.0.2                      py_3    conda-forge
furl                      2.1.3              pyhd8ed1ab_0    conda-forge
future                    0.18.2           py37h89c1867_5    conda-forge
gast                      0.4.0              pyh9f0ad1d_0    conda-forge
gdk-pixbuf                2.42.8               hff1cb4f_0    conda-forge
gettext                   0.19.8.1          h73d1719_1008    conda-forge
giflib                    5.2.1                h36c2ea0_2    conda-forge
google-auth               2.6.6              pyh6c4a22f_0    conda-forge
google-auth-oauthlib      0.4.1                      py_2    conda-forge
google-pasta              0.2.0              pyh8c360ce_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
graphviz                  3.0.0                h5abf519_1    conda-forge
greenlet                  1.1.2            py37hd23a5d3_2    conda-forge
grpc-cpp                  1.42.0               ha1441d3_1    conda-forge
grpcio                    1.42.0           py37hb27c1af_0    conda-forge
gst-plugins-base          1.20.1               hcf0ee16_1    conda-forge
gstreamer                 1.20.1               hd4edc92_1    conda-forge
gtk2                      2.24.33              h90689f9_2    conda-forge
gts                       0.7.6                h64030ff_2    conda-forge
gunicorn                  20.1.0           py37h89c1867_2    conda-forge
h11                       0.12.0             pyhd8ed1ab_0    conda-forge
h2                        4.1.0            py37h89c1867_0    conda-forge
h5py                      3.6.0           nompi_py37hd308b1e_100    conda-forge
harfbuzz                  4.2.0                h40b6f09_0    conda-forge
hdf5                      1.12.1          nompi_h2386368_104    conda-forge
hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
httpcore                  0.14.7             pyhd8ed1ab_0    conda-forge
httpx                     0.22.0           py37h89c1867_0    conda-forge
hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
icu                       69.1                 h9c3ff4c_0    conda-forge
idna                      3.3                pyhd8ed1ab_0    conda-forge
ilock                     1.0.3                    pypi_0    pypi
importlib-metadata        4.11.3           py37h89c1867_1    conda-forge
importlib_metadata        4.11.3               hd8ed1ab_1    conda-forge
importlib_resources       5.7.1              pyhd8ed1ab_0    conda-forge
infinity                  1.5                pyhd8ed1ab_0    conda-forge
inflection                0.5.1              pyh9f0ad1d_0    conda-forge
iniconfig                 1.1.1              pyh9f0ad1d_0    conda-forge
intel-openmp              2022.0.1          h06a4308_3633  
intervals                 0.9.2              pyhd8ed1ab_0    conda-forge
ipython                   7.32.0           py37h89c1867_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
iso8601                   1.0.2              pyhd8ed1ab_0    conda-forge
itsdangerous              1.1.0                      py_0    conda-forge
jbig                      2.1               h7f98852_2003    conda-forge
jedi                      0.18.1           py37h89c1867_1    conda-forge
jinja2                    3.0.3              pyhd8ed1ab_0    conda-forge
jmespath                  1.0.0              pyhd8ed1ab_0    conda-forge
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h166bdaf_1    conda-forge
json-merge-patch          0.2                        py_0    conda-forge
jsonschema                3.2.0              pyhd8ed1ab_3    conda-forge
keras                     2.7.0              pyhd8ed1ab_0    conda-forge
keras-preprocessing       1.1.2              pyhd8ed1ab_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.2            py37h7cecad7_1    conda-forge
krb5                      1.19.3               h3790be6_0    conda-forge
lazy-object-proxy         1.7.1            py37h540881e_1    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.36.1               hea4e1c9_2    conda-forge
lerc                      3.0                  h9c3ff4c_0    conda-forge
libblas                   3.9.0           14_linux64_openblas    conda-forge
libbrotlicommon           1.0.9                h166bdaf_7    conda-forge
libbrotlidec              1.0.9                h166bdaf_7    conda-forge
libbrotlienc              1.0.9                h166bdaf_7    conda-forge
libcblas                  3.9.0           14_linux64_openblas    conda-forge
libclang                  13.0.1          default_hc23dcda_0    conda-forge
libcurl                   7.83.0               h7bff187_0    conda-forge
libdeflate                1.10                 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                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 11.2.0              h1d223b6_16    conda-forge
libgd                     2.3.3                h283352f_2    conda-forge
libgfortran-ng            11.2.0              h69a702a_16    conda-forge
libgfortran5              11.2.0              h5c6108e_16    conda-forge
libglib                   2.70.2               h174f98d_4    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
liblapack                 3.9.0           14_linux64_openblas    conda-forge
liblapacke                3.9.0           14_linux64_openblas    conda-forge
libllvm13                 13.0.1               hf817b99_2    conda-forge
libnghttp2                1.47.0               h727a467_0    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libogg                    1.3.4                h7f98852_1    conda-forge
libopenblas               0.3.20          pthreads_h78a6416_0    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpng                    1.6.37               h21135ba_2    conda-forge
libpq                     14.2                 hd57d9b9_0    conda-forge
libprotobuf               3.19.4               h780b84a_0    conda-forge
librsvg                   2.52.5               h0a9e6e8_3    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libssh2                   1.10.0               ha56f1ee_2    conda-forge
libstdcxx-ng              11.2.0              he4da1e4_16    conda-forge
libtiff                   4.3.0                h542a066_3    conda-forge
libtool                   2.4.6             h9c3ff4c_1008    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libuv                     1.43.0               h7f98852_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libwebp                   1.2.2                h3452ae3_0    conda-forge
libwebp-base              1.2.2                h7f98852_1    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.12               h885dcf4_1    conda-forge
libzlib                   1.2.11            h166bdaf_1014    conda-forge
lightgbm                  3.3.2            py37hcd2ae1e_0    conda-forge
llvm-openmp               14.0.0               he0ac6c6_0    conda-forge
lockfile                  0.12.2                     py_1    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
mako                      1.2.0              pyhd8ed1ab_1    conda-forge
markdown                  3.3.6              pyhd8ed1ab_0    conda-forge
markupsafe                2.0.1            py37h5e8e339_1    conda-forge
marshmallow               3.15.0             pyhd8ed1ab_1    conda-forge
marshmallow-enum          1.5.1              pyh9f0ad1d_3    conda-forge
marshmallow-oneofschema   3.0.1              pyhd8ed1ab_0    conda-forge
marshmallow-sqlalchemy    0.26.1             pyhd8ed1ab_0    conda-forge
matplotlib                3.5.1            py37h89c1867_0    conda-forge
matplotlib-base           3.5.1            py37h1058ff1_0    conda-forge
matplotlib-inline         0.1.3              pyhd8ed1ab_0    conda-forge
mkl                       2022.0.1           h8d4b97c_803    conda-forge
mkl-service               2.4.0            py37hc4a68ce_0    conda-forge
mkl_fft                   1.3.1            py37h7986584_2    conda-forge
mkl_random                1.2.2            py37h693438c_1    conda-forge
multidict                 6.0.2            py37h540881e_1    conda-forge
multiprocess              0.70.12.2        py37h540881e_2    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mysql-common              8.0.29               haf5c9bc_0    conda-forge
mysql-libs                8.0.29               h28c427c_0    conda-forge
natsort                   8.1.0              pyhd8ed1ab_0    conda-forge
nccl                      2.12.10.1            h0800d71_0    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nodejs                    17.8.0               h784f1fd_0    conda-forge
nspr                      4.32                 h9c3ff4c_1    conda-forge
nss                       3.77                 h2350873_0    conda-forge
numpy                     1.19.2           py37h6163131_0  
numpy-base                1.19.2           py37h75fe3a5_0  
oauthlib                  3.2.0              pyhd8ed1ab_0    conda-forge
od                        2.0.2              pyhd8ed1ab_0    conda-forge
openblas                  0.3.20          pthreads_h320a7e8_0    conda-forge
openjpeg                  2.4.0                hb52868f_1    conda-forge
openssl                   1.1.1n               h166bdaf_0    conda-forge
opt_einsum                3.3.0              pyhd8ed1ab_1    conda-forge
orderedmultidict          1.0.1                      py_0    conda-forge
packaging                 21.3               pyhd8ed1ab_0    conda-forge
pandas                    1.2.5            py37h219a48f_0    conda-forge
pango                     1.50.7               hbd2fdc8_0    conda-forge
paramiko-ng               2.8.10                   pypi_0    pypi
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
passlib                   1.7.4              pyh9f0ad1d_0    conda-forge
patsy                     0.5.2              pyhd8ed1ab_0    conda-forge
pcre                      8.45                 h9c3ff4c_0    conda-forge
pendulum                  2.1.2            py37h540881e_4    conda-forge
persist-queue             0.7.0                    pypi_0    pypi
persistqueue              0.1.6                    pypi_0    pypi
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
phonenumbers              8.12.47            pyhd8ed1ab_0    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.1.0            py37h44f0d7a_2    conda-forge
pip                       22.0.4             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pluggy                    1.0.0            py37h89c1867_3    conda-forge
portalocker               2.4.0            py37h89c1867_0    conda-forge
prison                    0.2.1              pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.29             pyha770c72_0    conda-forge
protobuf                  3.19.4           py37hcd2ae1e_0    conda-forge
psutil                    5.9.0            py37h540881e_1    conda-forge
psycopg2                  2.9.3            py37h5e8e339_0    conda-forge
psycopg2-binary           2.9.3              pyhd8ed1ab_0    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
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pybase64                  1.2.1            py37h540881e_1    conda-forge
pycodestyle               2.8.0              pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pygments                  2.12.0             pyhd8ed1ab_0    conda-forge
pyjwt                     1.7.1                      py_0    conda-forge
pymysql                   1.0.2              pyhd8ed1ab_0    conda-forge
pynacl                    1.5.0            py37h540881e_1    conda-forge
pyopenssl                 22.0.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.8              pyhd8ed1ab_0    conda-forge
pyqt                      5.12.3           py37h89c1867_8    conda-forge
pyqt-impl                 5.12.3           py37hac37412_8    conda-forge
pyqt5-sip                 4.19.18          py37hcd2ae1e_8    conda-forge
pyqtchart                 5.12             py37he336c9b_8    conda-forge
pyqtwebengine             5.12.1           py37he336c9b_8    conda-forge
pyrasite                  2.0                      pypi_0    pypi
pyrsistent                0.18.1           py37h540881e_1    conda-forge
pysocks                   1.7.1            py37h89c1867_5    conda-forge
pytest                    7.1.2            py37h89c1867_0    conda-forge
python                    3.7.12          hb7a2778_100_cpython    conda-forge
python-box                6.0.2              pyhd8ed1ab_0    conda-forge
python-daemon             2.3.0              pyhd8ed1ab_1    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-editor             1.0.4                      py_0    conda-forge
python-flatbuffers        2.0                pyhd8ed1ab_0    conda-forge
python-graphviz           0.20               pyhaef67bd_0    conda-forge
python-nvd3               0.15.0             pyh9f0ad1d_2    conda-forge
python-slugify            4.0.1              pyh9f0ad1d_0    conda-forge
python-tzdata             2022.1             pyhd8ed1ab_0    conda-forge
python3-openid            3.2.0              pyhd8ed1ab_0    conda-forge
python_abi                3.7                     2_cp37m    conda-forge
pytz                      2022.1             pyhd8ed1ab_0    conda-forge
pytz-deprecation-shim     0.1.0.post0      py37h89c1867_1    conda-forge
pytzdata                  2020.1             pyh9f0ad1d_0    conda-forge
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pyyaml                    6.0              py37h540881e_4    conda-forge
qt                        5.12.9               h1304e3e_6    conda-forge
re2                       2021.11.01           h9c3ff4c_0    conda-forge
readline                  8.1                  h46c0cb4_0    conda-forge
requests                  2.27.1             pyhd8ed1ab_0    conda-forge
requests-oauthlib         1.3.1              pyhd8ed1ab_0    conda-forge
rfc3986                   1.5.0              pyhd8ed1ab_0    conda-forge
rich                      12.3.0             pyhd8ed1ab_0    conda-forge
rsa                       4.8                pyhd8ed1ab_0    conda-forge
ruamel.yaml               0.17.21          py37h540881e_1    conda-forge
ruamel.yaml.clib          0.2.6            py37h540881e_1    conda-forge
s3transfer                0.5.2              pyhd8ed1ab_0    conda-forge
scikit-learn              0.21.3           py37hcdab131_0    conda-forge
scipy                     1.7.3            py37hf2a6cf1_0    conda-forge
seaborn                   0.11.2               hd8ed1ab_0    conda-forge
seaborn-base              0.11.2             pyhd8ed1ab_0    conda-forge
setproctitle              1.2.3            py37h540881e_0    conda-forge
setuptools                59.8.0           py37h89c1867_1    conda-forge
sigtools                  2.0.3              pyhd8ed1ab_1    conda-forge
similaritymeasures        0.4.4              pyhd8ed1ab_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
slack-sdk                 3.15.2             pyha770c72_0    conda-forge
snappy                    1.1.8                he1b5a44_3    conda-forge
sniffio                   1.2.0            py37h89c1867_3    conda-forge
sqlalchemy                1.3.24           py37h540881e_1    conda-forge
sqlalchemy-jsonfield      1.0.0              pyhd8ed1ab_2    conda-forge
sqlalchemy-utils          0.38.2             pyhd8ed1ab_0    conda-forge
sqlite                    3.38.3               h4ff8645_0    conda-forge
sqlitedict                2.0.0              pyhd8ed1ab_0    conda-forge
statsmodels               0.13.2           py37hb1e94ed_0    conda-forge
swagger-ui-bundle         0.0.6                      py_0    conda-forge
tabulate                  0.8.9              pyhd8ed1ab_0    conda-forge
tbb                       2021.5.0             h924138e_1    conda-forge
tenacity                  8.0.1              pyhd8ed1ab_0    conda-forge
tensorboard               2.6.0                      py_1  
tensorboard-data-server   0.6.0            py37h38fbfac_2    conda-forge
tensorboard-plugin-wit    1.8.1              pyhd8ed1ab_0    conda-forge
tensorflow                2.7.0           cuda112py37h01c6645_0    conda-forge
tensorflow-base           2.7.0           cuda112py37had06f64_0    conda-forge
tensorflow-estimator      2.7.0           cuda112py37h474db6c_0    conda-forge
tensorflow-gpu            2.7.0           cuda112py37h0bbbad9_0    conda-forge
termcolor                 1.1.0                      py_2    conda-forge
text-unidecode            1.3                        py_0    conda-forge
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
thrift                    0.16.0           py37hd23a5d3_1    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
tornado                   6.1              py37h540881e_3    conda-forge
tqdm                      4.64.0             pyhd8ed1ab_0    conda-forge
traitlets                 5.1.1              pyhd8ed1ab_0    conda-forge
typing-extensions         4.2.0                hd8ed1ab_1    conda-forge
typing_extensions         4.2.0              pyha770c72_1    conda-forge
tzdata                    2022a                h191b570_0    conda-forge
tzlocal                   4.2              py37h89c1867_0    conda-forge
unicodecsv                0.14.1                     py_1    conda-forge
unicodedata2              14.0.0           py37h540881e_1    conda-forge
unidecode                 1.3.4              pyhd8ed1ab_0    conda-forge
urllib3                   1.26.9             pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
werkzeug                  1.0.1              pyh9f0ad1d_0    conda-forge
wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
wrapt                     1.14.0           py37h540881e_1    conda-forge
wtforms                   2.3.3              pyhd8ed1ab_0    conda-forge
xarray                    0.20.2             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
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yarl                      1.7.2            py37h540881e_2    conda-forge
zipp                      3.8.0              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h166bdaf_1014    conda-forge
zstd                      1.5.2                ha95c52a_0    conda-forge

Environment info

$ conda info

     active environment : base
    active env location : /home/icebotari/anaconda3
            shell level : 1
       user config file : /mnt/raid5/icebotari/.condarc
 populated config files : /mnt/raid5/icebotari/.condarc
          conda version : 4.12.0
    conda-build version : 3.21.4
         python version : 3.8.8.final.0
       virtual packages : __cuda=11.4=0
                          __linux=5.4.0=0
                          __glibc=2.27=0
                          __unix=0=0
                          __archspec=1=x86_64
       base environment : /home/icebotari/anaconda3  (writable)
      conda av data dir : /home/icebotari/anaconda3/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://repo.anaconda.com/pkgs/main/linux-64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/r/linux-64
                          https://repo.anaconda.com/pkgs/r/noarch
          package cache : /home/icebotari/anaconda3/pkgs
                          /mnt/raid5/icebotari/.conda/pkgs
       envs directories : /home/icebotari/anaconda3/envs
                          /mnt/raid5/icebotari/.conda/envs
               platform : linux-64
             user-agent : conda/4.12.0 requests/2.27.1 CPython/3.8.8 Linux/5.4.0-99-generic ubuntu/18.04.5 glibc/2.27
                UID:GID : 1002:1002
             netrc file : None
           offline mode : False
ngam commented 2 years ago

@devops-biacapital could you try adding the following before your conda/mamba call?

CONDA_OVERRIDE_CUDA="11.2" conda create --name tf2-gpu "tensorflow==2.7.0=cuda112*"
ngam commented 2 years ago

Relevant docs: https://conda-forge.org/docs/user/tipsandtricks.html#installing-cuda-enabled-packages-like-tensorflow-and-pytorch

ngam commented 2 years ago

Note be as explicit as possible about which cuda you want, using for example tensorflow==2.7.0=cuda112* for 11.2+. It defaults to 10.2 for some reason...

devops-biacapital commented 2 years ago

Thank you @ngam. The above changes have fixed my issues.