LCG Info: dev4python3 vs. dev3cuda on x86_64-centos7-gcc8-opt



Comparison mode:
Long Short
Platform Release Release

Databases

oracle 19.3.0.0.0 19.11.0.0.0

Graphics

cartopy 0.17.0 0.20.1
gdal 2.4.4 3.3.0
gnuplot 5.2.7 5.4.2
imagemagick 7.0.8-7 7.0.8.7
matplotlib 3.4.3   New
pygdal 2.4.4 3.3.0
pygraphviz 1.5 1.7
pyproj 2.1.3 3.0.1
seaborn 0.11.2   New
tiff 4.0.10 4.2.0

IO

EDM4hep 00.03   New
flatbuffers 1.11.0 1.12.0
hdf5 1.10.5 1.10.6
LCIO 02.16.01   New
podio 00.14   New
SIO 00.01.00   New
xrootd 4.12.3 5.3.1

Math

blas 0.3.10.openblas 0.3.17.openblas
cupy 9.1.0   New
fastjet 3.3.4 3.4.0
GSL 2.6 2.7
proj 6.0.0 8.0.0
pyhf 0.5.4   New
sympy 1.4 1.8
Vc 1.4.1 1.4.2
VecGeom v1.1.5 v1.1.16

XML

defusedxml 0.6.0 0.7.1
libxml2 2.9.9 2.9.10
libxslt 1.1.33 1.1.34
lxml 4.3.3 4.6.2

Simulation

delphes 3.5.0   New
Geant4 10.06.p02   REMOVED
hepmc3 HEAD   New

Tool

archspec 0.1.2   New
astroid 2.3.3 2.8.0
awkward 0.12.17 1.0.2
awkward0 0.15.3   New
backports_abc 0.5   REMOVED
benchmark 1.5.0 1.5.5
bleach 3.1.0 3.3.1
Boost 1.73.0 1.77.0
boost_histogram 1.2.1   New
ccache 3.7.1 4.3
certifi 2019.3.9 2021.5.30
cffi 1.12.2 1.14.6
clhep 2.4.1.3 2.4.4.0
click 7.0 8.0.3
cloudpickle 1.2.1 1.6.0
CMake 3.17.3 3.20.0
cmmnbuild 2.1.3   REMOVED
cpymad 1.4.1 1.6.3
cryptography 2.7 3.4.7
cython 0.29.20 0.29.21
dask 1.2.2 2021.9.1
decorator 4.3.2 5.0.9
dill 0.3.1 0.3.3
distlib 0.2.9 0.3.2
distributed 1.28.1 2021.9.1
doxygen 1.8.15 1.8.18
fjcontrib 1.044 1.046
fmt 6.1.2 7.1.3
gdb 9.1 10.2
gperftools 2.7 2.9.1
h5py 2.9.0 2.10.0
hadoop 2.7.5.1 3.3.0
hepdata_converter 0.2.3   New
idna 2.8 3.2
ipykernel 5.1.1 6.0.2
ipython 7.5.0 7.25.0
ipywidgets 7.4.2 7.6.3
jedi 0.13.3 0.18.0
Jinja2 2.10.1 3.0.1
jpype 0.6.3   REMOVED
jsonpatch 1.28   New
jsonpointer 2.0   New
jsonschema 3.0.1 3.2.0
lcgenv 1.3.15 1.3.17
libgit2 1.0.1 1.1.1
logilabcommon 1.4.2 1.8.1
madx 5.05.01 5.06.01
MarkupSafe 1.0 2.0.1
mysql 10.4.12 10.4.20
nbformat 4.4.0 5.1.3
networkx 2.3 2.5.1
node.js 12.16.1 14.16.1
notebook 5.7.8 6.4.0
numpy 1.18.2 1.21.1
ocaml 4.10.0 4.12.0
pandas 0.24.2 1.2.2
pandocfilters 1.4.2 1.4.3
pexpect 4.7.0 4.8.0
pip 19.1.1 21.0.1
prompt_toolkit 2.0.9 3.0.19
psutil 5.6.2 5.8.0
ptyprocess 0.6.0 0.7.0
py 1.5.4 1.9.0
py4j 0.10.7 0.10.9.1
pyanalysis 2.0   New
pycparser 2.19 2.20
pygments 2.4.2 2.9.0
pyjson5 0.9.1 0.9.6
pyparsing 2.4.0 2.4.7
PyRDF 0.2.1   New
Python 3.7.6 3.8.6
python_dateutil 2.8.0 2.8.2
pytz 2019.1 2021.1
PyYAML 5.1 5.3.1
pyzmq 18.0.1 22.1.0
R 3.6.3 4.1.1
rangev3 0.10.0 0.11.0
RELAX root6   New
requests 2.22.0 2.26.0
ROOT HEAD   New
scikitimage 0.14.3   New
scipy 1.5.1 1.7.0
setuptools 44.1.0 57.1.0
six 1.12.0 1.16.0
spark 3.0.1-cern1 3.2.0-cern1
tabulate 0.8.9   New
tblib 1.4.0 1.7.0
terminado 0.8.2 0.10.1
testpath 0.4.2 0.5.0
tornado 5.1.1 6.1
tqdm 4.61.2   New
traitlets 4.3.2 5.0.5
unigen 2.2   New
uproot 3.10.12 4.0.1
uproot3 3.14.2   New
urllib3 1.25.3 1.26.6
valgrind 3.16.1 3.17.0
wcwidth 0.1.7 0.2.5
websocket_client 0.56.0 1.1.0
widgetsnbextension 3.3.0 3.5.1
xapian 1.4.11 1.4.18
zeromq 4.3.2 4.3.4

Other

absl_py 0.7.1 0.11.0
alabaster 0.7.12   New
anyio 3.2.1   New
appdirs 1.4.4   New
argon2_cffi 20.1.0   New
arrow 0.16.0 3.0.0
async_generator 1.10   New
attrs 19.3.0 21.2.0
babel 2.9.1   New
backcall 0.1.0 0.2.0
backports 1.0.0   REMOVED
beniget 0.4.0   New
bokeh 2.3.1   New
Catch2 2.13.4   New
charset_normalizer 2.0.6   New
control 0.8.2   New
debugpy 1.3.0   New
deprecation 2.1.0   New
distro 1.5.0   New
dm_tree 0.1.6   New
docutils 0.16   New
et_xmlfile 1.1.0   New
fastrlock 0.6   New
filelock 3.0.12   New
fsspec 2021.4.0   New
gast 0.2.2 0.5.2
git 2.29.2   New
globus_sdk 1.8.0 2.0.1
hadoop_xrootd 1.0.4 1.0.7
heaptrack 1.2.0   New
hist 2.5.1   New
histoprint 2.2.0   New
imagesize 1.2.0   New
iminuit 1.5.2   New
ipympl 0.7.0   New
itk 5.2.0   New
itk_core 5.1.1 5.2.0
itk_filtering 5.1.1 5.2.0
itk_io 5.1.1 5.2.0
itk_meshtopolydata 0.7.0   New
itk_numerics 5.1.1 5.2.0
itk_registration 5.1.1 5.2.0
itk_segmentation 5.1.1 5.2.0
itkwidgets 0.32.0   New
jl_ijulia 1.23.2   New
joblib 0.14.0 1.0.1
julia 1.6.0   New
jupyter_client 5.3.4 6.1.12
jupyter_core 4.6.1 4.7.1
jupyterlab 1.2.6 3.0.17
jupyterlab_pygments 0.1.2   New
jupyterlab_server 1.0.6 2.6.1
jupyter_packaging 0.10.4   New
jupyter_server 1.10.2   New
keras_tuner 1.0.3   New
kt_legacy 1.0.3   New
lazy_object_proxy 1.4.3 1.6.0
libgeotiff 1.5.1 1.6.0
libpqxx 7.1.1 7.6.0
llvmlite 0.34.0 0.36.0
locket 0.2.1   New
log4cpp 2.9.1   REMOVED
mako 1.1.4   New
matplotlib_inline 0.1.2   New
mimesis 4.1.3   New
mpi4py 3.1.1   New
mplhep 0.3.12   New
mplhep_data 0.0.3   New
mpmath 1.1.0 1.2.1
nbclassic 0.3.1   New
nbclient 0.5.3   New
nbconvert 5.5.0 6.1.0
nest_asyncio 1.5.1   New
NsightSystems 2021.2   New
numba 0.51.2   New
octave 5.1.0 6.2.0
octavekernel 0.31.0 0.32.0
odfpy 1.4.1   New
omniorb 4.2.2 4.2.4
onnxruntime 1.8.0   New
openpyxl 3.0.9   New
p7zip 16.02   New
packaging 19.0 21.0
panel 0.11.3   New
param 1.9.3 1.10.1
parse 1.19.0   New
parso 0.4.0 0.8.2
partd 1.2.0   New
patchelf 0.12   New
pcre2 10.36   New
pillow 6.0.0 8.2.0
pipenv 2020.11.15   New
pjlsa 0.0.14   REMOVED
plotly 4.5.0   New
ply 3.11   New
prometheus_client 0.7.0 0.11.0
pyarrow 0.16.0 3.0.0
pybind11 2.6.2   New
pycuda 2021.1   New
pyjapc 2.0.4   REMOVED
PyJWT 1.7.1 2.0.1
pyopencl 2021.2.2   New
pyparser 1.0   New
pyrsistent 0.15.2 0.18.0
pythran 0.9.12.post1   New
py_tools 2021.2.7   New
pyviz_comms 2.0.1   New
qcachegrind 20.12.1   New
QKeras 0.9.0   New
requests_unixsocket 0.2.0   New
ruamel_yaml 0.17.16   New
send2trash 1.5.0 1.7.1
shapely 1.6.4.post2 1.7.1
simdjson 0.9.2   New
sniffio 1.2.0   New
snowballstemmer 2.1.0   New
sphinx 4.2.0   New
sphinxcontrib_applehelp 1.0.2   New
sphinxcontrib_devhelp 1.0.2   New
sphinxcontrib_htmlhelp 2.0.0   New
sphinxcontrib_jsmath 1.0.1   New
sphinxcontrib_qthelp 1.0.3   New
sphinxcontrib_serializinghtml 1.1.5   New
sphinx_rtd_theme 0.5.1   New
statsmodels 0.10.2   New
stevedore 3.3.0   New
suitesparse 5.10.1   New
tensorboard_plugin_wit 1.8.0   New
tensorflow_model_optimization 0.6.0   New
TensorRT 7.2.3.4   New
threadpoolctl 2.2.0   New
toml 0.10.2   New
tomlkit 0.7.2   New
torch_geometric 2.0.1   New
torch_scatter 2.0.8   New
torch_sparse 0.6.12   New
typed_ast 1.4.0 1.4.3
typing_extensions 3.10.0.2   New
uhi 0.3.0   New
uproot3_methods 0.10.0   New
uproot_methods 0.7.1   REMOVED
veccore 0.6.0 0.7.0
virtualenv 20.4.3   New
virtualenv_clone 0.5.4   New
virtualenvwrapper 4.8.4   New
xlrd 2.0.1   New
zstandard 0.13.0 0.14.0

Generator

apfel 3.0.4   New
crmc 1.8.0   New
evtgen 2.0.0   New
Garfield++ HEAD   REMOVED
hepmcanalysis 3.4.14   New
herwig3 7.2.1   New
hjets 1.2-herwig-7.2.1   New
hydjet++ 2.1   New
madgraph5amc 2.8.1 3.2.0.atlas
mctester 1.25.1   New
mcutils 1.3.4 1.3.5
openloops 2.1.1 2.1.2
photos++ 3.64   New
professor 2.3.2   New
pythia8 244 306
rapidsim 1.4.4   New
rivet 3.1.4   New
sherpa 2.2.11   New
sherpa-openmpi 2.2.10p4.openmpi3 2.2.11.openmpi3
superchic 3.06 4.01p1
tauola++ 1.1.8   New
thep8i 2.0.0   New
thepeg 2.2.1   New
yoda 1.9.0   New

Machine Learning

catboost 0.26.1   New
cuda 11.2   New
cudnn 8.1.1.33   New
jax 0.2.9   New
jaxlib 0.1.59   New
keras 2.2.4 2.4.3
keras_preprocessing 1.1.0 1.1.2
lwtnn 2.8.1 2.11.1
pystan 3.1.1   New
scikitlearn 0.21.2 0.24.2
tensorboard 2.5.0   New
tensorflow 2.5.0   New
tensorflow_estimator 2.5.0   New
theano 1.0.4 1.0.5
torch 1.4.0 1.9.0
torchvision 0.5.0 0.8.1