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topaz is not using gpu about topaz HOT 7 CLOSED

diffracteD avatar diffracteD commented on July 26, 2024
topaz is not using gpu

from topaz.

Comments (7)

tbepler avatar tbepler commented on July 26, 2024

To help diagnose, we'll need some more detailed info. Does Topaz output any specific error or warning messages? Can you also share what package versions you have installed (e.g., the output of conda list if you are using conda) and what version of CUDA and CUDA drivers you have (e.g., the output of nvidia-smi)?

from topaz.

diffracteD avatar diffracteD commented on July 26, 2024

No, I'm not getting any specific errors. I'm using a wrapper (as mentioned here:https://guide.cryosparc.com/processing-data/all-job-types-in-cryosparc/deep-picking/topaz ) to run topaz in cryosparc. All I get is Topaz is falling back to CPU warning and then it keep running using a single cpu.
Here's the output of conda list:

[user@gpu-02 ~]$ conda list
WARNING conda.gateways.disk.delete:unlink_or_rename_to_trash(143): Could not remove or rename /usr/local/anaconda3/conda-meta/typing_extensions-3.10.0.2-pyh06a4308_0.json.  Please remove this file manually (you may need to reboot to free file handles)
WARNING conda.gateways.disk.delete:unlink_or_rename_to_trash(143): Could not remove or rename /usr/local/anaconda3/conda-meta/python-dateutil-2.8.2-pyhd3eb1b0_0.json.  Please remove this file manually (you may need to reboot to free file handles)
WARNING conda.gateways.disk.delete:unlink_or_rename_to_trash(143): Could not remove or rename /usr/local/anaconda3/conda-meta/pytz-2021.3-pyhd3eb1b0_0.json.  Please remove this file manually (you may need to reboot to free file handles)
WARNING conda.gateways.disk.delete:unlink_or_rename_to_trash(143): Could not remove or rename /usr/local/anaconda3/conda-meta/pillow-8.4.0-py39h5aabda8_0.json.  Please remove this file manually (you may need to reboot to free file handles)
WARNING conda.gateways.disk.delete:unlink_or_rename_to_trash(143): Could not remove or rename /usr/local/anaconda3/conda-meta/nltk-3.6.5-pyhd3eb1b0_0.json.  Please remove this file manually (you may need to reboot to free file handles)
# packages in environment at /usr/local/anaconda3:
#
# Name                    Version                   Build  Channel
_ipyw_jlab_nb_ext_conf    0.1.0            py39h06a4308_0  
_libgcc_mutex             0.1                        main  
_openmp_mutex             4.5                       1_gnu  
_sysroot_linux-64_curr_repodata_hack 3                   haa98f57_10  
alabaster                 0.7.12             pyhd3eb1b0_0  
anaconda                  2021.11                  py39_0  
anaconda-client           1.9.0            py39h06a4308_0  
anaconda-navigator        2.1.1                    py39_0  
anaconda-project          0.10.1             pyhd3eb1b0_0  
anyio                     2.2.0            py39h06a4308_1  
appdirs                   1.4.4              pyhd3eb1b0_0  
argh                      0.26.2           py39h06a4308_0  
argon2-cffi               20.1.0           py39h27cfd23_1  
arrow                     0.13.1           py39h06a4308_0  
asgiref                   3.5.0                    pypi_0    pypi
asn1crypto                1.4.0                      py_0  
astroid                   2.6.6            py39h06a4308_0  
astropy                   4.3.1            py39h09021b7_0  
async_generator           1.10               pyhd3eb1b0_0  
atomicwrites              1.4.0                      py_0  
attr                      0.3.1                    pypi_0    pypi
attrs                     21.2.0             pyhd3eb1b0_0  
autopep8                  1.5.7              pyhd3eb1b0_0  
azure-core                1.23.0                   pypi_0    pypi
azure-storage-blob        12.9.0                   pypi_0    pypi
babel                     2.9.1              pyhd3eb1b0_0  
backcall                  0.2.0              pyhd3eb1b0_0  
backports                 1.0                pyhd3eb1b0_2  
backports.functools_lru_cache 1.6.4              pyhd3eb1b0_0  
backports.shutil_get_terminal_size 1.0.0              pyhd3eb1b0_3  
backports.tempfile        1.0                pyhd3eb1b0_1  
backports.weakref         1.0.post1                  py_1  
beautifulsoup4            4.10.0             pyh06a4308_0  
binaryornot               0.4.4              pyhd3eb1b0_1  
binutils_impl_linux-64    2.35.1               h27ae35d_9  
binutils_linux-64         2.35.1              h454624a_30  
bitarray                  2.3.0            py39h7f8727e_1  
bkcharts                  0.2              py39h06a4308_0  
black                     19.10b0                    py_0  
blas                      1.0                         mkl  
bleach                    4.0.0              pyhd3eb1b0_0  
blosc                     1.21.0               h8c45485_0  
bokeh                     2.4.1            py39h06a4308_0  
boto                      2.49.0           py39h06a4308_0  
boto3                     1.16.63                  pypi_0    pypi
botocore                  1.19.63                  pypi_0    pypi
bottleneck                1.3.2            py39hdd57654_1  
boxing                    0.1.4                    pypi_0    pypi
brotli                    1.0.9                he6710b0_2  
brotlipy                  0.7.0           py39h27cfd23_1003  
brunsli                   0.1                  h2531618_0  
bzip2                     1.0.8                h7b6447c_0  
c-ares                    1.17.1               h27cfd23_0  
ca-certificates           2021.10.26           h06a4308_2  
cached-property           1.5.2                      py_0  
cachetools                4.2.4                    pypi_0    pypi
cairo                     1.16.0               hf32fb01_1  
certifi                   2021.10.8        py39h06a4308_0  
cffi                      1.14.6           py39h400218f_0  
cfitsio                   3.470                hf0d0db6_6  
chardet                   4.0.0           py39h06a4308_1003  
charls                    2.2.0                h2531618_0  
charset-normalizer        2.0.4              pyhd3eb1b0_0  
click                     8.0.3              pyhd3eb1b0_0  
cloudpickle               2.0.0              pyhd3eb1b0_0  
clyent                    1.2.2            py39h06a4308_1  
colorama                  0.4.4              pyhd3eb1b0_0  
conda                     4.11.0           py39h06a4308_0  
conda-build               3.21.5           py39h06a4308_0  
conda-content-trust       0.1.1              pyhd3eb1b0_0  
conda-env                 2.6.0                         1  
conda-pack                0.6.0              pyhd3eb1b0_0  
conda-package-handling    1.7.3            py39h27cfd23_1  
conda-repo-cli            1.0.4              pyhd3eb1b0_0  
conda-token               0.3.0              pyhd3eb1b0_0  
conda-verify              3.4.2                      py_1  
contextlib2               0.6.0.post1        pyhd3eb1b0_0  
cookiecutter              1.7.2              pyhd3eb1b0_0  
coreapi                   2.3.3                    pypi_0    pypi
coreschema                0.0.4                    pypi_0    pypi
cryptography              3.4.8            py39hd23ed53_0  
curl                      7.78.0               h1ccaba5_0  
cycler                    0.10.0           py39h06a4308_0  
cython                    0.29.24          py39hdbfa776_0  
cytoolz                   0.11.0           py39h27cfd23_0  
daal4py                   2021.3.0         py39hae6d005_0  
dal                       2021.3.0           h06a4308_557  
dask                      2021.10.0          pyhd3eb1b0_0  
dask-core                 2021.10.0          pyhd3eb1b0_0  
dataclasses               0.8                pyh6d0b6a4_7  
dbus                      1.13.18              hb2f20db_0  
debugpy                   1.4.1            py39h295c915_0  
decorator                 5.1.0              pyhd3eb1b0_0  
defusedxml                0.7.1              pyhd3eb1b0_0  
deprecated                1.2.13                   pypi_0    pypi
diff-match-patch          20200713           pyhd3eb1b0_0  
distributed               2021.10.0        py39h06a4308_0  
django                    3.1.14                   pypi_0    pypi
django-annoying           0.10.6                   pypi_0    pypi
django-cors-headers       3.6.0                    pypi_0    pypi
django-debug-toolbar      3.2.1                    pypi_0    pypi
django-extensions         3.1.0                    pypi_0    pypi
django-filter             2.4.0                    pypi_0    pypi
django-model-utils        4.1.1                    pypi_0    pypi
django-ranged-fileresponse 0.1.2                    pypi_0    pypi
django-rest-swagger       2.2.0                    pypi_0    pypi
django-rq                 2.4.1                    pypi_0    pypi
django-user-agents        0.4.0                    pypi_0    pypi
djangorestframework       3.13.1                   pypi_0    pypi
docutils                  0.17.1           py39h06a4308_1  
drf-dynamic-fields        0.3.0                    pypi_0    pypi
drf-flex-fields           0.9.5                    pypi_0    pypi
drf-generators            0.3.0                    pypi_0    pypi
drf-yasg                  1.20.0                   pypi_0    pypi
entrypoints               0.3              py39h06a4308_0  
et_xmlfile                1.1.0            py39h06a4308_0  
expat                     2.4.1                h2531618_2  
expiringdict              1.1.4                    pypi_0    pypi
fastcache                 1.1.0            py39he8ac12f_0  
filelock                  3.3.1              pyhd3eb1b0_1  
flake8                    3.9.2              pyhd3eb1b0_0  
flask                     1.1.2              pyhd3eb1b0_0  
fontconfig                2.13.1               h6c09931_0  
fonttools                 4.25.0             pyhd3eb1b0_0  
freetype                  2.10.4               h5ab3b9f_0  
fribidi                   1.0.10               h7b6447c_0  
fsspec                    2021.8.1           pyhd3eb1b0_0  
future                    0.18.2           py39h06a4308_1  
gcc_impl_linux-64         9.3.0               h6df7d76_17  
gcc_linux-64              9.3.0               h1ee779e_30  
get_terminal_size         1.0.0                haa9412d_0  
gevent                    21.8.0           py39h7f8727e_1  
giflib                    5.2.1                h7b6447c_0  
glib                      2.69.1               h5202010_0  
glob2                     0.7                pyhd3eb1b0_0  
gmp                       6.2.1                h2531618_2  
gmpy2                     2.0.8            py39h8083e48_3  
google-api-core           1.31.5                   pypi_0    pypi
google-auth               1.35.0                   pypi_0    pypi
google-cloud-appengine-logging 1.1.0                    pypi_0    pypi
google-cloud-audit-log    0.2.0                    pypi_0    pypi
google-cloud-core         1.5.0                    pypi_0    pypi
google-cloud-logging      2.7.0                    pypi_0    pypi
google-cloud-storage      1.29.0                   pypi_0    pypi
google-resumable-media    0.5.1                    pypi_0    pypi
googleapis-common-protos  1.52.0                   pypi_0    pypi
graphite2                 1.3.14               h23475e2_0  
greenlet                  1.1.1            py39h295c915_0  
grpc-google-iam-v1        0.12.3                   pypi_0    pypi
grpcio                    1.44.0                   pypi_0    pypi
gst-plugins-base          1.14.0               h8213a91_2  
gstreamer                 1.14.0               h28cd5cc_2  
gxx_impl_linux-64         9.3.0               hbdd7822_17  
gxx_linux-64              9.3.0               h7e70986_30  
h5py                      3.3.0            py39h930cdd6_0  
harfbuzz                  2.8.1                h6f93f22_0  
hdf5                      1.10.6               hb1b8bf9_0  
heapdict                  1.0.1              pyhd3eb1b0_0  
html5lib                  1.1                pyhd3eb1b0_0  
htmlmin                   0.1.12                   pypi_0    pypi
icu                       58.2                 he6710b0_3  
idna                      3.2                pyhd3eb1b0_0  
imagecodecs               2021.8.26        py39h4cda21f_0  
imageio                   2.9.0              pyhd3eb1b0_0  
imagesize                 1.2.0              pyhd3eb1b0_0  
importlib-metadata        4.8.1            py39h06a4308_0  
importlib_metadata        4.8.1                hd3eb1b0_0  
inflection                0.5.1            py39h06a4308_0  
iniconfig                 1.1.1              pyhd3eb1b0_0  
intel-openmp              2021.4.0          h06a4308_3561  
intervaltree              3.1.0              pyhd3eb1b0_0  
ipykernel                 6.4.1            py39h06a4308_1  
ipython                   7.29.0           py39hb070fc8_0  
ipython_genutils          0.2.0              pyhd3eb1b0_1  
ipywidgets                7.6.5              pyhd3eb1b0_1  
isodate                   0.6.1                    pypi_0    pypi
isort                     5.9.3              pyhd3eb1b0_0  
itsdangerous              2.0.1              pyhd3eb1b0_0  
itypes                    1.2.0                    pypi_0    pypi
jbig                      2.1                  hdba287a_0  
jdcal                     1.4.1              pyhd3eb1b0_0  
jedi                      0.18.0           py39h06a4308_1  
jeepney                   0.7.1              pyhd3eb1b0_0  
jinja2                    2.11.3             pyhd3eb1b0_0  
jinja2-time               0.2.0              pyhd3eb1b0_2  
jmespath                  0.10.0                   pypi_0    pypi
joblib                    1.1.0              pyhd3eb1b0_0  
jpeg                      9d                   h7f8727e_0  
json5                     0.9.6              pyhd3eb1b0_0  
jsonschema                3.2.0              pyhd3eb1b0_2  
jupyter                   1.0.0            py39h06a4308_7  
jupyter_client            6.1.12             pyhd3eb1b0_0  
jupyter_console           6.4.0              pyhd3eb1b0_0  
jupyter_core              4.8.1            py39h06a4308_0  
jupyter_server            1.4.1            py39h06a4308_0  
jupyterlab                3.2.1              pyhd3eb1b0_1  
jupyterlab_pygments       0.1.2                      py_0  
jupyterlab_server         2.8.2              pyhd3eb1b0_0  
jupyterlab_widgets        1.0.0              pyhd3eb1b0_1  
jxrlib                    1.1                  h7b6447c_2  
kernel-headers_linux-64   3.10.0              h57e8cba_10  
keyring                   23.1.0           py39h06a4308_0  
kiwisolver                1.3.1            py39h2531618_0  
krb5                      1.19.2               hac12032_0  
label-studio              1.4.1.post1              pypi_0    pypi
label-studio-converter    0.0.39                   pypi_0    pypi
label-studio-tools        0.0.0.dev11              pypi_0    pypi
launchdarkly-server-sdk   7.3.0                    pypi_0    pypi
lazy-object-proxy         1.6.0            py39h27cfd23_0  
lcms2                     2.12                 h3be6417_0  
ld_impl_linux-64          2.35.1               h7274673_9  
lerc                      3.0                  h295c915_0  
libaec                    1.0.4                he6710b0_1  
libarchive                3.4.2                h62408e4_0  
libcurl                   7.78.0               h0b77cf5_0  
libdeflate                1.8                  h7f8727e_5  
libedit                   3.1.20210910         h7f8727e_0  
libev                     4.33                 h7f8727e_1  
libffi                    3.3                  he6710b0_2  
libgcc-devel_linux-64     9.3.0               hb95220a_17  
libgcc-ng                 9.3.0               h5101ec6_17  
libgfortran-ng            7.5.0               ha8ba4b0_17  
libgfortran4              7.5.0               ha8ba4b0_17  
libgomp                   9.3.0               h5101ec6_17  
liblief                   0.10.1               h2531618_1  
libllvm11                 11.1.0               h3826bc1_0  
libnghttp2                1.41.0               hf8bcb03_2  
libpng                    1.6.37               hbc83047_0  
libsodium                 1.0.18               h7b6447c_0  
libspatialindex           1.9.3                h2531618_0  
libssh2                   1.9.0                h1ba5d50_1  
libstdcxx-devel_linux-64  9.3.0               hf0c5c8d_17  
libstdcxx-ng              9.3.0               hd4cf53a_17  
libtiff                   4.2.0                h85742a9_0  
libtool                   2.4.6             h7b6447c_1005  
libuuid                   1.0.3                h7f8727e_2  
libuv                     1.40.0               h7b6447c_0  
libwebp                   1.2.0                h89dd481_0  
libwebp-base              1.2.0                h27cfd23_0  
libxcb                    1.14                 h7b6447c_0  
libxml2                   2.9.12               h03d6c58_0  
libxslt                   1.1.34               hc22bd24_0  
libzopfli                 1.0.3                he6710b0_0  
llvmlite                  0.37.0           py39h295c915_1  
locket                    0.2.1            py39h06a4308_1  
lockfile                  0.12.2                   pypi_0    pypi
lxml                      4.6.3            py39h9120a33_0  
lz4-c                     1.9.3                h295c915_1  
lzo                       2.10                 h7b6447c_2  
markupsafe                1.1.1            py39h27cfd23_0  
matplotlib                3.4.3            py39h06a4308_0  
matplotlib-base           3.4.3            py39hbbc1b5f_0  
matplotlib-inline         0.1.2              pyhd3eb1b0_2  
mccabe                    0.6.1            py39h06a4308_1  
mistune                   0.8.4           py39h27cfd23_1000  
mkl                       2021.4.0           h06a4308_640  
mkl-service               2.4.0            py39h7f8727e_0  
mkl_fft                   1.3.1            py39hd3c417c_0  
mkl_random                1.2.2            py39h51133e4_0  
mock                      4.0.3              pyhd3eb1b0_0  
more-itertools            8.10.0             pyhd3eb1b0_0  
mpc                       1.1.0                h10f8cd9_1  
mpfr                      4.0.2                hb69a4c5_1  
mpi                       1.0                       mpich  
mpich                     3.3.2                hc856adb_0  
mpmath                    1.2.1            py39h06a4308_0  
msgpack-python            1.0.2            py39hff7bd54_1  
msrest                    0.6.21                   pypi_0    pypi
multipledispatch          0.6.0            py39h06a4308_0  
munkres                   1.1.4                      py_0  
mypy_extensions           0.4.3            py39h06a4308_0  
navigator-updater         0.2.1            py39h06a4308_0  
nbclassic                 0.2.6              pyhd3eb1b0_0  
nbclient                  0.5.3              pyhd3eb1b0_0  
nbconvert                 6.1.0            py39h06a4308_0  
nbformat                  5.1.3              pyhd3eb1b0_0  
ncurses                   6.3                  heee7806_1  
nest-asyncio              1.5.1              pyhd3eb1b0_0  
networkx                  2.6.3              pyhd3eb1b0_0  
nltk                      3.6.7                    pypi_0    pypi
nose                      1.3.7           pyhd3eb1b0_1006  
notebook                  6.4.5            py39h06a4308_0  
numba                     0.54.1           py39h51133e4_0  
numexpr                   2.7.3            py39h22e1b3c_1  
numpy                     1.20.3           py39hf144106_0  
numpy-base                1.20.3           py39h74d4b33_0  
numpydoc                  1.1.0              pyhd3eb1b0_1  
oauthlib                  3.2.0                    pypi_0    pypi
olefile                   0.46               pyhd3eb1b0_0  
openapi-codec             1.3.2                    pypi_0    pypi
openjpeg                  2.4.0                h3ad879b_0  
openpyxl                  3.0.9              pyhd3eb1b0_0  
openssl                   1.1.1l               h7f8727e_0  
ordered-set               4.0.2                    pypi_0    pypi
packaging                 21.0               pyhd3eb1b0_0  
pandas                    1.3.4            py39h8c16a72_0  
pandocfilters             1.4.3            py39h06a4308_1  
pango                     1.45.3               hd140c19_0  
parso                     0.8.2              pyhd3eb1b0_0  
partd                     1.2.0              pyhd3eb1b0_0  
patchelf                  0.13                 h295c915_0  
path                      16.0.0           py39h06a4308_0  
path.py                   12.5.0               hd3eb1b0_0  
pathlib2                  2.3.6            py39h06a4308_2  
pathspec                  0.7.0                      py_0  
patsy                     0.5.2            py39h06a4308_0  
pcre                      8.45                 h295c915_0  
pep8                      1.7.1            py39h06a4308_0  
pexpect                   4.8.0              pyhd3eb1b0_3  
pickleshare               0.7.5           pyhd3eb1b0_1003  
pillow                    9.0.0                    pypi_0    pypi
pip                       21.2.4           py39h06a4308_0  
pixman                    0.40.0               h7f8727e_1  
pkginfo                   1.7.1            py39h06a4308_0  
pluggy                    0.13.1           py39h06a4308_0  
ply                       3.11             py39h06a4308_0  
poyo                      0.5.0              pyhd3eb1b0_0  
prometheus_client         0.11.0             pyhd3eb1b0_0  
prompt-toolkit            3.0.20             pyhd3eb1b0_0  
prompt_toolkit            3.0.20               hd3eb1b0_0  
proto-plus                1.20.3                   pypi_0    pypi
protobuf                  3.19.4                   pypi_0    pypi
psutil                    5.8.0            py39h27cfd23_1  
psycopg2-binary           2.9.1                    pypi_0    pypi
ptyprocess                0.7.0              pyhd3eb1b0_2  
py                        1.10.0             pyhd3eb1b0_0  
py-lief                   0.10.1           py39h2531618_1  
pyasn1                    0.4.8                    pypi_0    pypi
pyasn1-modules            0.2.8                    pypi_0    pypi
pycodestyle               2.7.0              pyhd3eb1b0_0  
pycosat                   0.6.3            py39h27cfd23_0  
pycparser                 2.20                       py_2  
pycurl                    7.44.1           py39h8f2d780_1  
pydantic                  1.8.2                    pypi_0    pypi
pydocstyle                6.1.1              pyhd3eb1b0_0  
pyerfa                    2.0.0            py39h27cfd23_0  
pyflakes                  2.3.1              pyhd3eb1b0_0  
pygments                  2.10.0             pyhd3eb1b0_0  
pyjwt                     2.1.0            py39h06a4308_0  
pylint                    2.9.6            py39h06a4308_1  
pyls-spyder               0.4.0              pyhd3eb1b0_0  
pyodbc                    4.0.31           py39h295c915_0  
pyopenssl                 21.0.0             pyhd3eb1b0_1  
pyparsing                 3.0.4              pyhd3eb1b0_0  
pyqt                      5.9.2            py39h2531618_6  
pyrfc3339                 1.1                      pypi_0    pypi
pyrsistent                0.18.0           py39heee7806_0  
pysocks                   1.7.1            py39h06a4308_0  
pytables                  3.6.1            py39h77479fe_1  
pytest                    6.2.4            py39h06a4308_2  
python                    3.9.7                h12debd9_1  
python-dateutil           2.8.1                    pypi_0    pypi
python-libarchive-c       2.9                pyhd3eb1b0_1  
python-lsp-black          1.0.0              pyhd3eb1b0_0  
python-lsp-jsonrpc        1.0.0              pyhd3eb1b0_0  
python-lsp-server         1.2.4              pyhd3eb1b0_0  
python-slugify            5.0.2              pyhd3eb1b0_0  
pytz                      2019.3                   pypi_0    pypi
pywavelets                1.1.1            py39h6323ea4_4  
pyxdg                     0.27               pyhd3eb1b0_0  
pyyaml                    6.0              py39h7f8727e_1  
pyzmq                     22.2.1           py39h295c915_1  
qdarkstyle                3.0.2              pyhd3eb1b0_0  
qstylizer                 0.1.10             pyhd3eb1b0_0  
qt                        5.9.7                h5867ecd_1  
qtawesome                 1.0.2              pyhd3eb1b0_0  
qtconsole                 5.1.1              pyhd3eb1b0_0  
qtpy                      1.10.0             pyhd3eb1b0_0  
readline                  8.1                  h27cfd23_0  
redis                     4.1.4                    pypi_0    pypi
regex                     2021.8.3         py39h7f8727e_0  
requests                  2.26.0             pyhd3eb1b0_0  
requests-oauthlib         1.3.1                    pypi_0    pypi
ripgrep                   12.1.1                        0  
rope                      0.19.0             pyhd3eb1b0_0  
rq                        1.10.0                   pypi_0    pypi
rsa                       4.8                      pypi_0    pypi
rtree                     0.9.7            py39h06a4308_1  
ruamel-yaml               0.17.21                  pypi_0    pypi
ruamel-yaml-clib          0.2.6                    pypi_0    pypi
ruamel_yaml               0.15.100         py39h27cfd23_0  
rules                     2.2                      pypi_0    pypi
s3transfer                0.3.7                    pypi_0    pypi
scikit-image              0.18.3           py39h51133e4_0  
scikit-learn              0.24.2           py39ha9443f7_0  
scikit-learn-intelex      2021.3.0         py39h06a4308_0  
scipy                     1.7.1            py39h292c36d_2  
seaborn                   0.11.2             pyhd3eb1b0_0  
secretstorage             3.3.1            py39h06a4308_0  
semver                    2.13.0                   pypi_0    pypi
send2trash                1.8.0              pyhd3eb1b0_1  
sentry-sdk                1.5.6                    pypi_0    pypi
setuptools                58.0.4           py39h06a4308_0  
simplegeneric             0.8.1            py39h06a4308_2  
simplejson                3.17.6                   pypi_0    pypi
singledispatch            3.7.0           pyhd3eb1b0_1001  
sip                       4.19.13          py39h2531618_0  
six                       1.16.0             pyhd3eb1b0_0  
snappy                    1.1.8                he6710b0_0  
sniffio                   1.2.0            py39h06a4308_1  
snowballstemmer           2.1.0              pyhd3eb1b0_0  
sortedcollections         2.1.0              pyhd3eb1b0_0  
sortedcontainers          2.4.0              pyhd3eb1b0_0  
soupsieve                 2.2.1              pyhd3eb1b0_0  
sphinx                    4.2.0              pyhd3eb1b0_1  
sphinxcontrib             1.0              py39h06a4308_1  
sphinxcontrib-applehelp   1.0.2              pyhd3eb1b0_0  
sphinxcontrib-devhelp     1.0.2              pyhd3eb1b0_0  
sphinxcontrib-htmlhelp    2.0.0              pyhd3eb1b0_0  
sphinxcontrib-jsmath      1.0.1              pyhd3eb1b0_0  
sphinxcontrib-qthelp      1.0.3              pyhd3eb1b0_0  
sphinxcontrib-serializinghtml 1.1.5              pyhd3eb1b0_0  
sphinxcontrib-websupport  1.2.4                      py_0  
spyder                    5.1.5            py39h06a4308_1  
spyder-kernels            2.1.3            py39h06a4308_0  
sqlalchemy                1.4.22           py39h7f8727e_0  
sqlite                    3.36.0               hc218d9a_0  
sqlparse                  0.4.2                    pypi_0    pypi
statsmodels               0.12.2           py39h27cfd23_0  
sympy                     1.9              py39h06a4308_0  
sysroot_linux-64          2.17                h57e8cba_10  
tbb                       2021.4.0             hd09550d_0  
tbb4py                    2021.4.0         py39hd09550d_0  
tblib                     1.7.0              pyhd3eb1b0_0  
terminado                 0.9.4            py39h06a4308_0  
testpath                  0.5.0              pyhd3eb1b0_0  
text-unidecode            1.3                pyhd3eb1b0_0  
textdistance              4.2.1              pyhd3eb1b0_0  
threadpoolctl             2.2.0              pyh0d69192_0  
three-merge               0.1.1              pyhd3eb1b0_0  
tifffile                  2021.7.2           pyhd3eb1b0_2  
tinycss                   0.4             pyhd3eb1b0_1002  
tk                        8.6.11               h1ccaba5_0  
toml                      0.10.2             pyhd3eb1b0_0  
toolz                     0.11.1             pyhd3eb1b0_0  
tornado                   6.1              py39h27cfd23_0  
tqdm                      4.62.3             pyhd3eb1b0_1  
traitlets                 5.1.0              pyhd3eb1b0_0  
typed-ast                 1.4.3            py39h7f8727e_1  
typing-extensions         4.1.1                    pypi_0    pypi
tzdata                    2021e                hda174b7_0  
ua-parser                 0.10.0                   pypi_0    pypi
ujson                     4.0.2            py39h2531618_0  
unicodecsv                0.14.1           py39h06a4308_0  
unidecode                 1.2.0              pyhd3eb1b0_0  
unixodbc                  2.3.9                h7b6447c_0  
uritemplate               4.1.1                    pypi_0    pypi
urllib3                   1.26.7             pyhd3eb1b0_0  
user-agents               2.2.0                    pypi_0    pypi
watchdog                  2.1.3            py39h06a4308_0  
wcwidth                   0.2.5              pyhd3eb1b0_0  
webencodings              0.5.1            py39h06a4308_1  
werkzeug                  2.0.2              pyhd3eb1b0_0  
wheel                     0.37.0             pyhd3eb1b0_1  
whichcraft                0.6.1              pyhd3eb1b0_0  
widgetsnbextension        3.5.1            py39h06a4308_0  
wrapt                     1.12.1           py39he8ac12f_1  
wurlitzer                 2.1.1            py39h06a4308_0  
xlrd                      2.0.1              pyhd3eb1b0_0  
xlsxwriter                3.0.1              pyhd3eb1b0_0  
xlwt                      1.3.0            py39h06a4308_0  
xmljson                   0.2.0                    pypi_0    pypi
xmltodict                 0.12.0             pyhd3eb1b0_0  
xz                        5.2.5                h7b6447c_0  
yaml                      0.2.5                h7b6447c_0  
yapf                      0.31.0             pyhd3eb1b0_0  
zeromq                    4.3.4                h2531618_0  
zfp                       0.5.5                h2531618_6  
zict                      2.0.0              pyhd3eb1b0_0  
zipp                      3.6.0              pyhd3eb1b0_0  
zlib                      1.2.11               h7b6447c_3  
zope                      1.0              py39h06a4308_1  
zope.event                4.5.0            py39h06a4308_0  
zope.interface            5.4.0            py39h7f8727e_0  
zstd                      1.4.9                haebb681_0 

I'm using cuda-11.6 as per nvidia-smi

[user@gpu-02 ~]$ nvidia-smi
Mon Apr  3 17:55:38 2023       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 510.54       Driver Version: 510.54       CUDA Version: 11.6     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  NVIDIA RTX A4000    Off  | 00000000:01:00.0 Off |                  Off |
| 41%   32C    P8    13W / 140W |      8MiB / 16376MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
|   1  NVIDIA RTX A4000    Off  | 00000000:25:00.0 Off |                  Off |
| 41%   53C    P2    38W / 140W |    705MiB / 16376MiB |      0%      Default |
|                               |                      |                  N/A |

Thanks!

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tbepler avatar tbepler commented on July 26, 2024

This doesn't look like your topaz environment. I don't see topaz or pytorch on the list. Can you share your topaz conda environment packages?

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diffracteD avatar diffracteD commented on July 26, 2024

My bad.
Here's what I get after topaz is sourced through conda.

(base) [user@gpu-02 ~]$ conda activate topaz
(topaz) [user@gpu-02 ~]$ conda list
# packages in environment at /home/abhisek/.conda/envs/topaz:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
_openmp_mutex             5.1                       1_gnu  
blas                      1.0                         mkl  
ca-certificates           2022.4.26            h06a4308_0  
certifi                   2022.5.18.1      py39h06a4308_0  
cffi                      1.15.0           py39hd667e15_1  
cudatoolkit               11.6.0              hecad31d_10    conda-forge
daal4py                   2021.5.0         py39h78b71dc_0  
dal                       2021.5.1           h06a4308_803  
freetype                  2.10.4               h0708190_1    conda-forge
future                    0.18.2           py39hf3d152e_5    conda-forge
intel-openmp              2021.4.0          h06a4308_3561  
joblib                    1.1.0              pyhd8ed1ab_0    conda-forge
jpeg                      9e                   h166bdaf_1    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.38                 h1181459_1  
libffi                    3.3                  he6710b0_2  
libgcc-ng                 11.2.0               h1234567_1  
libgfortran-ng            7.5.0               h14aa051_20    conda-forge
libgfortran4              7.5.0               h14aa051_20    conda-forge
libgomp                   11.2.0               h1234567_1  
libpng                    1.6.37               h21135ba_2    conda-forge
libstdcxx-ng              11.2.0               h1234567_1  
libtiff                   4.2.0                h85742a9_0  
libwebp-base              1.2.2                h7f98852_1    conda-forge
lz4-c                     1.9.3                h9c3ff4c_1    conda-forge
mkl                       2021.4.0           h06a4308_640  
mkl-service               2.4.0            py39h7e14d7c_0    conda-forge
mkl_fft                   1.3.1            py39h0c7bc48_1    conda-forge
mkl_random                1.2.2            py39hde0f152_0    conda-forge
mpi                       1.0                       mpich  
mpich                     3.3.2                hc856adb_0  
ncurses                   6.3                  h7f8727e_2  
ninja                     1.11.0               h924138e_0    conda-forge
numpy                     1.22.3           py39he7a7128_0  
numpy-base                1.22.3           py39hf524024_0  
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openssl                   1.1.1o               h7f8727e_0  
pandas                    1.4.2            py39h1832856_1    conda-forge
pillow                    7.2.0            py39h6f3857e_2    conda-forge
pip                       21.2.4           py39h06a4308_0  
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
python                    3.9.12               h12debd9_1  
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python_abi                3.9                      2_cp39    conda-forge
pytorch                   1.10.2          cpu_py39hfa7516b_0  
pytz                      2022.1             pyhd8ed1ab_0    conda-forge
readline                  8.1.2                h7f8727e_1  
scikit-learn              1.0.2            py39h51133e4_1  
scikit-learn-intelex      2021.5.0         py39h06a4308_0  
scipy                     1.7.3            py39hc147768_0  
setuptools                61.2.0           py39h06a4308_0  
six                       1.16.0             pyh6c4a22f_0    conda-forge
sqlite                    3.38.3               hc218d9a_0  
tbb                       2021.5.0             hd09550d_0  
threadpoolctl             3.1.0              pyh8a188c0_0    conda-forge
tk                        8.6.12               h1ccaba5_0  
topaz                     0.2.4                      py_0    tbepler
torchvision               0.2.2                      py_3    pytorch
typing-extensions         4.2.0                hd8ed1ab_1    conda-forge
typing_extensions         4.2.0              pyha770c72_1    conda-forge
tzdata                    2022a                hda174b7_0  
wheel                     0.37.1             pyhd3eb1b0_0  
xz                        5.2.5                h7f8727e_1  
zlib                      1.2.12               h7f8727e_2  
zstd                      1.4.9                ha95c52a_0    conda-forge

Thanks

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tbepler avatar tbepler commented on July 26, 2024

It looks like the problem is that you have the CPU version of pytorch installed.

pytorch                   1.10.2          cpu_py39hfa7516b_0  

Take a look at the install instructions here for installing pytorch with CUDA support.

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diffracteD avatar diffracteD commented on July 26, 2024

Hi, sorry I forgot to update the thread. This helped solve the issue. Thanks a lot !

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tbepler avatar tbepler commented on July 26, 2024

Glad that resolved it!

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